tokenkarma/Model pricing

AI model pricing.

See what your tokens cost. Compare input, output and cache prices across AI providers to find the right rate for your next project.

8,285 model offers225 providersUSD per 1M tokens

Collected · API list prices

Find your model.

One offer per provider. Every rate stays separate.

Explore

Model offers

8,037 matching offers · Showing 1–200

Featured providers first: Anthropic, OpenAI, Google, xAI, DeepSeek and Mistral. Expand a row for its full price breakdown.

Claude Sonnet 5.5Anthropic Input / 1M$2 Output / 1M$10 Context tokens1,000,000

Model ID: claude-sonnet-5-5

Base prices USD per 1 million tokens

Input
$2
Output
$10
Cache read
$0.2
Cache write
$2.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Opus 5.5Anthropic Input / 1M$4 Output / 1M$20 Context tokens1,000,000

Model ID: claude-opus-5-5

Base prices USD per 1 million tokens

Input
$4
Output
$20
Cache read
$0.2
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$8
Output
$40
Cache read
$0.4
Cache write
$10
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Fable 5.1Anthropic Input / 1M$10 Output / 1M$50 Context tokens1,000,000

Model ID: claude-fable-5-1

Base prices USD per 1 million tokens

Input
$10
Output
$50
Cache read
$0.25
Cache write
$12.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Opus 5Anthropic Input / 1M$5 Output / 1M$25 Context tokens1,000,000

Model ID: claude-opus-5

Base prices USD per 1 million tokens

Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$10
Output
$50
Cache read
$1
Cache write
$12.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Sonnet 5Anthropic Input / 1M$2 Output / 1M$10 Context tokens1,000,000

Model ID: claude-sonnet-5

Base prices USD per 1 million tokens

Input
$2
Output
$10
Cache read
$0.2
Cache write
$2.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Fable 5Anthropic Input / 1M$10 Output / 1M$50 Context tokens1,000,000

Model ID: claude-fable-5

Base prices USD per 1 million tokens

Input
$10
Output
$50
Cache read
$1
Cache write
$12.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Opus 4.8Anthropic Input / 1M$5 Output / 1M$25 Context tokens1,000,000

Model ID: claude-opus-4-8

Base prices USD per 1 million tokens

Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$10
Output
$50
Cache read
$1
Cache write
$12.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Opus 4.7Anthropic Input / 1M$5 Output / 1M$25 Context tokens1,000,000

Model ID: claude-opus-4-7

Base prices USD per 1 million tokens

Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Sonnet 4.6Anthropic Input / 1M$3 Output / 1M$15 Context tokens1,000,000

Model ID: claude-sonnet-4-6

Base prices USD per 1 million tokens

Input
$3
Output
$15
Cache read
$0.3
Cache write
$3.75
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Opus 4.6Anthropic Input / 1M$5 Output / 1M$25 Context tokens1,000,000

Model ID: claude-opus-4-6

Base prices USD per 1 million tokens

Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Claude Opus 4.5Anthropic Input / 1M$5 Output / 1M$25 Context tokens200,000

Model ID: claude-opus-4-5-20251101

Base prices USD per 1 million tokens

Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Claude Opus 4.5 (latest)Anthropic Input / 1M$5 Output / 1M$25 Context tokens200,000

Model ID: claude-opus-4-5

Base prices USD per 1 million tokens

Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Claude Haiku 4.5Anthropic Input / 1M$1 Output / 1M$5 Context tokens200,000

Model ID: claude-haiku-4-5-20251001

Base prices USD per 1 million tokens

Input
$1
Output
$5
Cache read
$0.1
Cache write
$1.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Claude Haiku 4.5 (latest)Anthropic Input / 1M$1 Output / 1M$5 Context tokens200,000

Model ID: claude-haiku-4-5

Base prices USD per 1 million tokens

Input
$1
Output
$5
Cache read
$0.1
Cache write
$1.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Claude Sonnet 4.5Anthropic Input / 1M$3 Output / 1M$15 Context tokens1,000,000

Model ID: claude-sonnet-4-5-20250929

Base prices USD per 1 million tokens

Input
$3
Output
$15
Cache read
$0.3
Cache write
$3.75
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Claude Sonnet 4.5 (latest)Anthropic Input / 1M$3 Output / 1M$15 Context tokens1,000,000

Model ID: claude-sonnet-4-5

Base prices USD per 1 million tokens

Input
$3
Output
$15
Cache read
$0.3
Cache write
$3.75
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
GPT-6 LunaOpenAI · Tiered pricing Input / 1M$0.1 Output / 1M$0.5 Context tokens1,050,000

Model ID: gpt-6-luna

Base prices USD per 1 million tokens

Input
$0.1
Output
$0.5
Cache read
$0.01
Cache write
$0.125
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$0.2
Output
$0.75
Cache read
$0.02
Cache write
$0.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$0.2
Output
$1
Cache read
$0.02
Cache write
$0.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-6 SolOpenAI · Tiered pricing Input / 1M$2 Output / 1M$10 Context tokens1,050,000

Model ID: gpt-6-sol

Base prices USD per 1 million tokens

Input
$2
Output
$10
Cache read
$0.2
Cache write
$2.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$4
Output
$15
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$4
Output
$20
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-6 AstraOpenAI · Tiered pricing Input / 1M$10 Output / 1M$50 Context tokens1,050,000

Model ID: gpt-6-astra

Base prices USD per 1 million tokens

Input
$10
Output
$50
Cache read
$1
Cache write
$12.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$20
Output
$75
Cache read
$2
Cache write
$25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$20
Output
$100
Cache read
$2
Cache write
$25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Daybreak BlueOpenAI · Tiered pricing Input / 1M$4 Output / 1M$20 Context tokens1,050,000

Model ID: gpt-daybreak-blue-latest

Base prices USD per 1 million tokens

Input
$4
Output
$20
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$8
Output
$30
Cache read
$0.8
Cache write
$10
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Daybreak RedOpenAI Input / 1M$12.5 Output / 1M$75 Context tokens400,000

Model ID: gpt-daybreak-red-latest

Base prices USD per 1 million tokens

Input
$12.5
Output
$75
Cache read
$1.25
Cache write
$15.625
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.6OpenAI · Tiered pricing Input / 1M$4 Output / 1M$20 Context tokens1,050,000

Model ID: gpt-5.6

Base prices USD per 1 million tokens

Input
$4
Output
$20
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$8
Output
$30
Cache read
$0.8
Cache write
$10
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$8
Output
$40
Cache read
$0.8
Cache write
$10
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.6 LunaOpenAI · Tiered pricing Input / 1M$0.2 Output / 1M$1.2 Context tokens1,050,000

Model ID: gpt-5.6-luna

Base prices USD per 1 million tokens

Input
$0.2
Output
$1.2
Cache read
$0.02
Cache write
$0.25
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$0.4
Output
$1.8
Cache read
$0.04
Cache write
$0.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$0.4
Output
$2.4
Cache read
$0.04
Cache write
$0.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.6 SolOpenAI · Tiered pricing Input / 1M$4 Output / 1M$20 Context tokens1,050,000

Model ID: gpt-5.6-sol

Base prices USD per 1 million tokens

Input
$4
Output
$20
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$8
Output
$30
Cache read
$0.8
Cache write
$10
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$8
Output
$40
Cache read
$0.8
Cache write
$10
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.6 TerraOpenAI · Tiered pricing Input / 1M$2 Output / 1M$12 Context tokens1,050,000

Model ID: gpt-5.6-terra

Base prices USD per 1 million tokens

Input
$2
Output
$12
Cache read
$0.2
Cache write
$2.5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$4
Output
$18
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$4
Output
$24
Cache read
$0.4
Cache write
$5
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-Realtime-2.1OpenAI Input / 1M$4 Output / 1M$24 Context tokens128,000

Model ID: gpt-realtime-2.1

Base prices USD per 1 million tokens

Input
$4
Output
$24
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
$32
Audio output
$64

Input: text, audio, image
Output: text, audio
Maximum output: 32,000 tokens

ReasoningTool calling
GPT-5.5OpenAI · Tiered pricing Input / 1M$5 Output / 1M$30 Context tokens1,050,000

Model ID: gpt-5.5

Base prices USD per 1 million tokens

Input
$5
Output
$30
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$10
Output
$45
Cache read
$1
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$12.5
Output
$75
Cache read
$1.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.5 ProOpenAI · Tiered pricing Input / 1M$30 Output / 1M$180 Context tokens1,050,000

Model ID: gpt-5.5-pro

Base prices USD per 1 million tokens

Input
$30
Output
$180
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$60
Output
$270
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
gpt-image-2OpenAI Input / 1M$5 Output / 1M$30 Context tokens0

Model ID: gpt-image-2

Base prices USD per 1 million tokens

Input
$5
Output
$30
Cache read
$1.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: image
Maximum output: 0 tokens

GPT-5.4 miniOpenAI Input / 1M$0.75 Output / 1M$4.5 Context tokens400,000

Model ID: gpt-5.4-mini

Base prices USD per 1 million tokens

Input
$0.75
Output
$4.5
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$1.5
Output
$9
Cache read
$0.15
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.4 nanoOpenAI Input / 1M$0.2 Output / 1M$1.25 Context tokens400,000

Model ID: gpt-5.4-nano

Base prices USD per 1 million tokens

Input
$0.2
Output
$1.25
Cache read
$0.02
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.4OpenAI · Tiered pricing Input / 1M$2.5 Output / 1M$15 Context tokens1,050,000

Model ID: gpt-5.4

Base prices USD per 1 million tokens

Input
$2.5
Output
$15
Cache read
$0.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$5
Output
$22.5
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

fast mode · Experimental

Input
$5
Output
$30
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.4 ProOpenAI · Tiered pricing Input / 1M$30 Output / 1M$180 Context tokens1,050,000

Model ID: gpt-5.4-pro

Base prices USD per 1 million tokens

Input
$30
Output
$180
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 272,000 context tokens

Input
$60
Output
$270
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.3 CodexOpenAI Input / 1M$1.75 Output / 1M$14 Context tokens400,000

Model ID: gpt-5.3-codex

Base prices USD per 1 million tokens

Input
$1.75
Output
$14
Cache read
$0.175
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.3 Codex SparkOpenAI Input / 1M$1.75 Output / 1M$14 Context tokens128,000

Model ID: gpt-5.3-codex-spark

Base prices USD per 1 million tokens

Input
$1.75
Output
$14
Cache read
$0.175
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 32,000 tokens

ReasoningTool calling
chatgpt-image-latestOpenAI Input / 1MNo price declared Output / 1MNo price declared Context tokens0

Model ID: chatgpt-image-latest

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: text, image
Maximum output: 0 tokens

GPT-5.2OpenAI Input / 1M$1.75 Output / 1M$14 Context tokens400,000

Model ID: gpt-5.2

Base prices USD per 1 million tokens

Input
$1.75
Output
$14
Cache read
$0.175
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5.2 ProOpenAI Input / 1M$21 Output / 1M$168 Context tokens400,000

Model ID: gpt-5.2-pro

Base prices USD per 1 million tokens

Input
$21
Output
$168
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
gpt-image-1.5OpenAI Input / 1MNo price declared Output / 1MNo price declared Context tokens0

Model ID: gpt-image-1.5

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: text, image
Maximum output: 0 tokens

GPT-5.1OpenAI Input / 1M$1.25 Output / 1M$10 Context tokens400,000

Model ID: gpt-5.1

Base prices USD per 1 million tokens

Input
$1.25
Output
$10
Cache read
$0.125
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5 ProOpenAI Input / 1M$15 Output / 1M$120 Context tokens400,000

Model ID: gpt-5-pro

Base prices USD per 1 million tokens

Input
$15
Output
$120
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 272,000 tokens

ReasoningTool calling
gpt-image-1-miniOpenAI Input / 1MNo price declared Output / 1MNo price declared Context tokens0

Model ID: gpt-image-1-mini

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: text, image
Maximum output: 0 tokens

GPT-5OpenAI Input / 1M$1.25 Output / 1M$10 Context tokens400,000

Model ID: gpt-5

Base prices USD per 1 million tokens

Input
$1.25
Output
$10
Cache read
$0.125
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5 MiniOpenAI Input / 1M$0.25 Output / 1M$2 Context tokens400,000

Model ID: gpt-5-mini

Base prices USD per 1 million tokens

Input
$0.25
Output
$2
Cache read
$0.025
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
GPT-5 NanoOpenAI Input / 1M$0.05 Output / 1M$0.4 Context tokens400,000

Model ID: gpt-5-nano

Base prices USD per 1 million tokens

Input
$0.05
Output
$0.4
Cache read
$0.005
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
o3-proOpenAI Input / 1M$20 Output / 1M$80 Context tokens200,000

Model ID: o3-pro

Base prices USD per 1 million tokens

Input
$20
Output
$80
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 100,000 tokens

ReasoningTool calling
o3OpenAI Input / 1M$2 Output / 1M$8 Context tokens200,000

Model ID: o3

Base prices USD per 1 million tokens

Input
$2
Output
$8
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 100,000 tokens

ReasoningTool calling
GPT-4.1OpenAI Input / 1M$2 Output / 1M$8 Context tokens1,047,576

Model ID: gpt-4.1

Base prices USD per 1 million tokens

Input
$2
Output
$8
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 32,768 tokens

Tool calling
GPT-4.1 miniOpenAI Input / 1M$0.4 Output / 1M$1.6 Context tokens1,047,576

Model ID: gpt-4.1-mini

Base prices USD per 1 million tokens

Input
$0.4
Output
$1.6
Cache read
$0.1
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 32,768 tokens

Tool calling
GPT-4o (2024-11-20)OpenAI Input / 1M$2.5 Output / 1M$10 Context tokens128,000

Model ID: gpt-4o-2024-11-20

Base prices USD per 1 million tokens

Input
$2.5
Output
$10
Cache read
$1.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 16,384 tokens

Tool calling
GPT-4o (2024-08-06)OpenAI Input / 1M$2.5 Output / 1M$10 Context tokens128,000

Model ID: gpt-4o-2024-08-06

Base prices USD per 1 million tokens

Input
$2.5
Output
$10
Cache read
$1.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 16,384 tokens

Tool calling
GPT-4o miniOpenAI Input / 1M$0.15 Output / 1M$0.6 Context tokens128,000

Model ID: gpt-4o-mini

Base prices USD per 1 million tokens

Input
$0.15
Output
$0.6
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 16,384 tokens

Tool calling
GPT-4oOpenAI Input / 1M$2.5 Output / 1M$10 Context tokens128,000

Model ID: gpt-4o

Base prices USD per 1 million tokens

Input
$2.5
Output
$10
Cache read
$1.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 16,384 tokens

Tool calling
text-embedding-3-largeOpenAI Input / 1M$0.13 Output / 1MFree (as declared) Context tokens8,191

Model ID: text-embedding-3-large

Base prices USD per 1 million tokens

Input
$0.13
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 3,072 tokens

text-embedding-3-smallOpenAI Input / 1M$0.02 Output / 1MFree (as declared) Context tokens8,191

Model ID: text-embedding-3-small

Base prices USD per 1 million tokens

Input
$0.02
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 1,536 tokens

text-embedding-ada-002OpenAI Input / 1M$0.1 Output / 1MFree (as declared) Context tokens8,192

Model ID: text-embedding-ada-002

Base prices USD per 1 million tokens

Input
$0.1
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 1,536 tokens

Gemini 3.8 FlashGoogle Input / 1M$0.75 Output / 1M$3.75 Context tokens1,048,576

Model ID: gemini-3.8-flash

Base prices USD per 1 million tokens

Input
$0.75
Output
$3.75
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
$0.75
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3.7 FlashGoogle Input / 1M$0.75 Output / 1M$3.75 Context tokens1,048,576

Model ID: gemini-3.7-flash

Base prices USD per 1 million tokens

Input
$0.75
Output
$3.75
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
$0.75
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini Flash LatestGoogle Input / 1M$0.75 Output / 1M$3.75 Context tokens1,048,576

Model ID: gemini-flash-latest

Base prices USD per 1 million tokens

Input
$0.75
Output
$3.75
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
$0.75
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3.5 Flash LiteGoogle Input / 1M$0.3 Output / 1M$2.5 Context tokens1,048,576

Model ID: gemini-3.5-flash-lite

Base prices USD per 1 million tokens

Input
$0.3
Output
$2.5
Cache read
$0.03
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3.6 FlashGoogle Input / 1M$0.75 Output / 1M$3.75 Context tokens1,048,576

Model ID: gemini-3.6-flash

Base prices USD per 1 million tokens

Input
$0.75
Output
$3.75
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
$0.75
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini Flash-Lite LatestGoogle Input / 1M$0.3 Output / 1M$2.5 Context tokens1,048,576

Model ID: gemini-flash-lite-latest

Base prices USD per 1 million tokens

Input
$0.3
Output
$2.5
Cache read
$0.03
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini Omni Flash PreviewGoogle Input / 1M$1.5 Output / 1M$17.5 Context tokens131,072

Model ID: gemini-omni-flash-preview

Base prices USD per 1 million tokens

Input
$1.5
Output
$17.5
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video
Output: video
Maximum output: 65,536 tokens

Reasoning
Nano Banana 2 LiteGoogle Input / 1M$0.25 Output / 1M$30 Context tokens65,536

Model ID: gemini-3.1-flash-lite-image

Base prices USD per 1 million tokens

Input
$0.25
Output
$30
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text, image
Maximum output: 4,096 tokens

ReasoningTool calling
Gemini 3.5 Live Translate PreviewGoogle Input / 1M$3.5 Output / 1M$21 Context tokens16,384

Model ID: gemini-3.5-live-translate-preview

Base prices USD per 1 million tokens

Input
$3.5
Output
$21
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
$3.5
Audio output
$21

Input: audio
Output: audio, text
Maximum output: 32,768 tokens

Nano Banana 2Google Input / 1M$0.5 Output / 1M$60 Context tokens131,072

Model ID: gemini-3.1-flash-image

Base prices USD per 1 million tokens

Input
$0.5
Output
$60
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, pdf
Output: text, image
Maximum output: 32,768 tokens

Reasoning
Nano Banana ProGoogle Input / 1M$2 Output / 1M$120 Context tokens65,536

Model ID: gemini-3-pro-image

Base prices USD per 1 million tokens

Input
$2
Output
$120
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text, image
Maximum output: 32,768 tokens

Reasoning
Gemini 3.5 FlashGoogle Input / 1M$1.5 Output / 1M$9 Context tokens1,048,576

Model ID: gemini-3.5-flash

Base prices USD per 1 million tokens

Input
$1.5
Output
$9
Cache read
$0.15
Cache write
Not listed
Reasoning
Not listed
Audio input
$1.5
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3.1 Flash LiteGoogle Input / 1M$0.25 Output / 1M$1.5 Context tokens1,048,576

Model ID: gemini-3.1-flash-lite

Base prices USD per 1 million tokens

Input
$0.25
Output
$1.5
Cache read
$0.025
Cache write
Not listed
Reasoning
Not listed
Audio input
$0.5
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini Embedding 2Google Input / 1M$0.2 Output / 1MFree (as declared) Context tokens8,192

Model ID: gemini-embedding-2

Base prices USD per 1 million tokens

Input
$0.2
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
$6.5
Audio output
Not listed

Input: text, image, audio, video, pdf
Output: text
Maximum output: 1 tokens

Deep Research Max Preview (Apr-21-2026)Google · Tiered pricing Input / 1M$2 Output / 1M$12 Context tokens131,072

Model ID: deep-research-max-preview-04-2026

Base prices USD per 1 million tokens

Input
$2
Output
$12
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$18
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text, image
Maximum output: 65,536 tokens

ReasoningTool calling
Deep Research Preview (Apr-21-2026)Google · Tiered pricing Input / 1M$2 Output / 1M$12 Context tokens131,072

Model ID: deep-research-preview-04-2026

Base prices USD per 1 million tokens

Input
$2
Output
$12
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$18
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text, image
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3.1 Flash TTS PreviewGoogle Input / 1M$1 Output / 1M$20 Context tokens8,192

Model ID: gemini-3.1-flash-tts-preview

Base prices USD per 1 million tokens

Input
$1
Output
$20
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: audio
Maximum output: 16,384 tokens

Reasoning
Gemma 4 26B A4B ITGoogle Input / 1MNo price declared Output / 1MNo price declared Context tokens262,144

Model ID: gemma-4-26b-a4b-it

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: text
Maximum output: 32,768 tokens

ReasoningTool callingOpen weights
Gemma 4 31B ITGoogle Input / 1MNo price declared Output / 1MNo price declared Context tokens262,144

Model ID: gemma-4-31b-it

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: text
Maximum output: 32,768 tokens

ReasoningTool callingOpen weights
Veo 3.1 liteGoogle Input / 1MNo price declared Output / 1MNo price declared Context tokens480

Model ID: veo-3.1-lite-generate-preview

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: video
Maximum output: 8,192 tokens

Gemini 3.1 Flash Live PreviewGoogle Input / 1M$0.75 Output / 1M$4.5 Context tokens131,072

Model ID: gemini-3.1-flash-live-preview

Base prices USD per 1 million tokens

Input
$0.75
Output
$4.5
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
$3
Audio output
$12

Input: text, image, video, audio
Output: text, audio
Maximum output: 65,536 tokens

ReasoningTool calling
Lyria 3 Clip PreviewGoogle Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,048,576

Model ID: lyria-3-clip-preview

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text, audio
Maximum output: 65,536 tokens

Lyria 3 Pro PreviewGoogle Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,048,576

Model ID: lyria-3-pro-preview

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text, audio
Maximum output: 65,536 tokens

Nano Banana 2Google Input / 1M$0.5 Output / 1M$60 Context tokens65,536

Model ID: gemini-3.1-flash-image-preview

Base prices USD per 1 million tokens

Input
$0.5
Output
$60
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text, image
Maximum output: 65,536 tokens

Reasoning
Gemini 3.1 Pro PreviewGoogle · Tiered pricing Input / 1M$2 Output / 1M$12 Context tokens1,048,576

Model ID: gemini-3.1-pro-preview

Base prices USD per 1 million tokens

Input
$2
Output
$12
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$18
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3.1 Pro Preview Custom ToolsGoogle · Tiered pricing Input / 1M$2 Output / 1M$12 Context tokens1,048,576

Model ID: gemini-3.1-pro-preview-customtools

Base prices USD per 1 million tokens

Input
$2
Output
$12
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$18
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 3 Flash PreviewGoogle Input / 1M$0.5 Output / 1M$3 Context tokens1,048,576

Model ID: gemini-3-flash-preview

Base prices USD per 1 million tokens

Input
$0.5
Output
$3
Cache read
$0.05
Cache write
Not listed
Reasoning
Not listed
Audio input
$1
Audio output
Not listed

Input: text, image, video, audio, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Nano Banana ProGoogle Input / 1M$2 Output / 1M$120 Context tokens131,072

Model ID: gemini-3-pro-image-preview

Base prices USD per 1 million tokens

Input
$2
Output
$120
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text, image
Maximum output: 32,768 tokens

Reasoning
Veo 3.1Google · beta Input / 1MNo price declared Output / 1MNo price declared Context tokens480

Model ID: veo-3.1-generate-preview

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: video
Maximum output: 8,192 tokens

Veo 3.1 fastGoogle Input / 1MNo price declared Output / 1MNo price declared Context tokens480

Model ID: veo-3.1-fast-generate-preview

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image, video
Output: video
Maximum output: 8,192 tokens

Gemini 2.5 Computer Use Preview 10-2025Google · Tiered pricing Input / 1M$1.25 Output / 1M$10 Context tokens128,000

Model ID: gemini-2.5-computer-use-preview-10-2025

Base prices USD per 1 million tokens

Input
$1.25
Output
$10
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2.5
Output
$15
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Nano BananaGoogle Input / 1M$0.3 Output / 1M$30 Context tokens32,768

Model ID: gemini-2.5-flash-image

Base prices USD per 1 million tokens

Input
$0.3
Output
$30
Cache read
$0.075
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text, image
Maximum output: 32,768 tokens

Reasoning
Gemini 2.5 FlashGoogle Input / 1M$0.3 Output / 1M$2.5 Context tokens1,048,576

Model ID: gemini-2.5-flash

Base prices USD per 1 million tokens

Input
$0.3
Output
$2.5
Cache read
$0.03
Cache write
Not listed
Reasoning
Not listed
Audio input
$1
Audio output
Not listed

Input: text, image, audio, video, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 2.5 Flash-LiteGoogle Input / 1M$0.1 Output / 1M$0.4 Context tokens1,048,576

Model ID: gemini-2.5-flash-lite

Base prices USD per 1 million tokens

Input
$0.1
Output
$0.4
Cache read
$0.01
Cache write
Not listed
Reasoning
Not listed
Audio input
$0.3
Audio output
Not listed

Input: text, image, audio, video, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini 2.5 ProGoogle · Tiered pricing Input / 1M$1.25 Output / 1M$10 Context tokens1,048,576

Model ID: gemini-2.5-pro

Base prices USD per 1 million tokens

Input
$1.25
Output
$10
Cache read
$0.125
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2.5
Output
$15
Cache read
$0.25
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, audio, video, pdf
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Gemini Embedding 001Google Input / 1M$0.15 Output / 1MFree (as declared) Context tokens2,048

Model ID: gemini-embedding-001

Base prices USD per 1 million tokens

Input
$0.15
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 1 tokens

Gemini 2.5 Flash Preview TTSGoogle Input / 1M$0.5 Output / 1M$10 Context tokens8,192

Model ID: gemini-2.5-flash-preview-tts

Base prices USD per 1 million tokens

Input
$0.5
Output
$10
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: audio
Maximum output: 16,384 tokens

Gemini 2.5 Pro Preview TTSGoogle Input / 1M$1 Output / 1M$20 Context tokens8,192

Model ID: gemini-2.5-pro-preview-tts

Base prices USD per 1 million tokens

Input
$1
Output
$20
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: audio
Maximum output: 16,384 tokens

Grok 4.7xAI · Tiered pricing Input / 1M$2 Output / 1M$6 Context tokens500,000

Model ID: grok-4.7

Base prices USD per 1 million tokens

Input
$2
Output
$6
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$12
Cache read
$1
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 500,000 tokens

ReasoningTool calling
Grok 4.6xAI · Tiered pricing Input / 1M$2 Output / 1M$6 Context tokens500,000

Model ID: grok-4.6

Base prices USD per 1 million tokens

Input
$2
Output
$6
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$12
Cache read
$1
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 500,000 tokens

ReasoningTool calling
Grok 4.5xAI · Tiered pricing Input / 1M$2 Output / 1M$6 Context tokens500,000

Model ID: grok-4.5

Base prices USD per 1 million tokens

Input
$2
Output
$6
Cache read
$0.3
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$4
Output
$12
Cache read
$0.6
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 500,000 tokens

ReasoningTool calling
Grok Imagine Video 1.5xAI Input / 1MNo price declared Output / 1MNo price declared Context tokens1,024

Model ID: grok-imagine-video-1.5

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image, audio, pdf
Output: video
Maximum output: 0 tokens

Grok 4.3xAI · Tiered pricing Input / 1M$1.25 Output / 1M$2.5 Context tokens1,000,000

Model ID: grok-4.3

Base prices USD per 1 million tokens

Input
$1.25
Output
$2.5
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2.5
Output
$5
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 30,000 tokens

ReasoningTool calling
Grok Build 0.1xAI · Tiered pricing Input / 1M$1 Output / 1M$2 Context tokens256,000

Model ID: grok-build-0.1

Base prices USD per 1 million tokens

Input
$1
Output
$2
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2
Output
$4
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 256,000 tokens

ReasoningTool calling
Grok Imagine Image QualityxAI Input / 1MNo price declared Output / 1MNo price declared Context tokens16,000

Model ID: grok-imagine-image-quality

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image, pdf
Output: image, pdf
Maximum output: 0 tokens

Grok 4.20 (Non-Reasoning)xAI · Tiered pricing Input / 1M$1.25 Output / 1M$2.5 Context tokens1,000,000

Model ID: grok-4.20-0309-non-reasoning

Base prices USD per 1 million tokens

Input
$1.25
Output
$2.5
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2.5
Output
$5
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 30,000 tokens

Tool calling
Grok 4.20 (Reasoning)xAI · Tiered pricing Input / 1M$1.25 Output / 1M$2.5 Context tokens1,000,000

Model ID: grok-4.20-0309-reasoning

Base prices USD per 1 million tokens

Input
$1.25
Output
$2.5
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2.5
Output
$5
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 30,000 tokens

ReasoningTool calling
Grok 4.20 Multi-AgentxAI · Tiered pricing Input / 1M$1.25 Output / 1M$2.5 Context tokens1,000,000

Model ID: grok-4.20-multi-agent-0309

Base prices USD per 1 million tokens

Input
$1.25
Output
$2.5
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Above 200,000 context tokens

Input
$2.5
Output
$5
Cache read
$0.4
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 30,000 tokens

Reasoning
Grok Imagine ImagexAI Input / 1MNo price declared Output / 1MNo price declared Context tokens16,000

Model ID: grok-imagine-image

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image, pdf
Output: image, pdf
Maximum output: 0 tokens

Grok Imagine VideoxAI Input / 1MNo price declared Output / 1MNo price declared Context tokens1,024

Model ID: grok-imagine-video

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image, video, pdf
Output: video
Maximum output: 0 tokens

DeepSeek V4.1 FlashDeepSeek Input / 1M$0.15 Output / 1M$0.6 Context tokens1,000,000

Model ID: deepseek-flash

Base prices USD per 1 million tokens

Input
$0.15
Output
$0.6
Cache read
$0.003
Cache write
Not listed
Reasoning
$0.6
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 393,216 tokens

ReasoningTool callingOpen weights
DeepSeek V4 ProDeepSeek Input / 1M$0.435 Output / 1M$0.87 Context tokens1,000,000

Model ID: deepseek-v4-pro

Base prices USD per 1 million tokens

Input
$0.435
Output
$0.87
Cache read
$0.003625
Cache write
Not listed
Reasoning
$0.87
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 393,216 tokens

ReasoningTool callingOpen weights
GLM-5.3Mistral Input / 1M$1.4 Output / 1M$4.4 Context tokens1,000,000

Model ID: zai-glm-5-3

Base prices USD per 1 million tokens

Input
$1.4
Output
$4.4
Cache read
$0.14
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 131,072 tokens

ReasoningTool callingOpen weights
GLM-5.2Mistral · beta Input / 1M$1.4 Output / 1M$4.4 Context tokens1,000,000

Model ID: zai-glm-5-2

Base prices USD per 1 million tokens

Input
$1.4
Output
$4.4
Cache read
$0.14
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 131,072 tokens

ReasoningTool callingOpen weights
Mistral Medium (latest)Mistral Input / 1M$1.5 Output / 1M$7.5 Context tokens262,144

Model ID: mistral-medium-latest

Base prices USD per 1 million tokens

Input
$1.5
Output
$7.5
Cache read
$0.15
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 262,144 tokens

ReasoningTool callingOpen weights
Mistral Medium 3.5Mistral Input / 1M$1.5 Output / 1M$7.5 Context tokens262,144

Model ID: mistral-medium-2604

Base prices USD per 1 million tokens

Input
$1.5
Output
$7.5
Cache read
$0.15
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 262,144 tokens

ReasoningTool callingOpen weights
Mistral Small (latest)Mistral Input / 1M$0.15 Output / 1M$0.6 Context tokens256,000

Model ID: mistral-small-latest

Base prices USD per 1 million tokens

Input
$0.15
Output
$0.6
Cache read
$0.015
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 256,000 tokens

ReasoningTool callingOpen weights
Mistral Small 4Mistral Input / 1M$0.15 Output / 1M$0.6 Context tokens256,000

Model ID: mistral-small-2603

Base prices USD per 1 million tokens

Input
$0.15
Output
$0.6
Cache read
$0.015
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 256,000 tokens

ReasoningTool callingOpen weights
Voxtral Mini TTS (latest)Mistral Input / 1MNo price declared Output / 1MNo price declared Context tokens0

Model ID: voxtral-mini-tts-latest

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text
Output: audio
Maximum output: 0 tokens

Voxtral Mini (latest)Mistral Input / 1MNo price declared Output / 1MNo price declared Context tokens0

Model ID: voxtral-mini-latest

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: audio
Output: text
Maximum output: 0 tokens

Mistral Medium 3.1Mistral Input / 1M$0.4 Output / 1M$2 Context tokens262,144

Model ID: mistral-medium-2508

Base prices USD per 1 million tokens

Input
$0.4
Output
$2
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 262,144 tokens

Tool calling
Voxtral Small (latest)Mistral Input / 1M$0.1 Output / 1M$0.3 Context tokens32,000

Model ID: voxtral-small-latest

Base prices USD per 1 million tokens

Input
$0.1
Output
$0.3
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, audio
Output: text
Maximum output: 32,000 tokens

Tool callingOpen weights
Mistral Small 3.2Mistral Input / 1M$0.1 Output / 1M$0.3 Context tokens128,000

Model ID: mistral-small-2506

Base prices USD per 1 million tokens

Input
$0.1
Output
$0.3
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 16,384 tokens

Tool callingOpen weights
Mistral Medium 3Mistral Input / 1M$0.4 Output / 1M$2 Context tokens131,072

Model ID: mistral-medium-2505

Base prices USD per 1 million tokens

Input
$0.4
Output
$2
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 131,072 tokens

Tool calling
Magistral Medium (latest)Mistral Input / 1M$2 Output / 1M$5 Context tokens128,000

Model ID: magistral-medium-latest

Base prices USD per 1 million tokens

Input
$2
Output
$5
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 16,384 tokens

ReasoningTool callingOpen weights
Mistral Large 2.1Mistral Input / 1M$2 Output / 1M$6 Context tokens131,072

Model ID: mistral-large-2411

Base prices USD per 1 million tokens

Input
$2
Output
$6
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 16,384 tokens

Tool callingOpen weights
Mistral Large (latest)Mistral Input / 1M$0.5 Output / 1M$1.5 Context tokens262,144

Model ID: mistral-large-latest

Base prices USD per 1 million tokens

Input
$0.5
Output
$1.5
Cache read
$0.05
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 262,144 tokens

Tool callingOpen weights
Mistral Large 3Mistral Input / 1M$0.5 Output / 1M$1.5 Context tokens262,144

Model ID: mistral-large-2512

Base prices USD per 1 million tokens

Input
$0.5
Output
$1.5
Cache read
$0.05
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 262,144 tokens

Tool callingOpen weights
Pixtral Large (latest)Mistral Input / 1M$2 Output / 1M$6 Context tokens128,000

Model ID: pixtral-large-latest

Base prices USD per 1 million tokens

Input
$2
Output
$6
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

Tool callingOpen weights
Ministral 3B (latest)Mistral Input / 1M$0.04 Output / 1M$0.04 Context tokens128,000

Model ID: ministral-3b-latest

Base prices USD per 1 million tokens

Input
$0.04
Output
$0.04
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 128,000 tokens

Tool callingOpen weights
Ministral 8B (latest)Mistral Input / 1M$0.1 Output / 1M$0.1 Context tokens128,000

Model ID: ministral-8b-latest

Base prices USD per 1 million tokens

Input
$0.1
Output
$0.1
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 128,000 tokens

Tool callingOpen weights
Pixtral 12BMistral Input / 1M$0.15 Output / 1M$0.15 Context tokens128,000

Model ID: pixtral-12b

Base prices USD per 1 million tokens

Input
$0.15
Output
$0.15
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

Tool callingOpen weights
Mistral NemoMistral Input / 1M$0.15 Output / 1M$0.15 Context tokens128,000

Model ID: mistral-nemo

Base prices USD per 1 million tokens

Input
$0.15
Output
$0.15
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 128,000 tokens

Tool callingOpen weights
Codestral (latest)Mistral Input / 1M$0.3 Output / 1M$0.9 Context tokens256,000

Model ID: codestral-latest

Base prices USD per 1 million tokens

Input
$0.3
Output
$0.9
Cache read
$0.03
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 4,096 tokens

Tool callingOpen weights
Mixtral 8x22BMistral Input / 1M$2 Output / 1M$6 Context tokens64,000

Model ID: open-mixtral-8x22b

Base prices USD per 1 million tokens

Input
$2
Output
$6
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 64,000 tokens

Tool callingOpen weights
Mistral EmbedMistral Input / 1M$0.1 Output / 1MFree (as declared) Context tokens8,000

Model ID: mistral-embed

Base prices USD per 1 million tokens

Input
$0.1
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 3,072 tokens

Mixtral 8x7BMistral Input / 1M$0.7 Output / 1M$0.7 Context tokens32,000

Model ID: open-mixtral-8x7b

Base prices USD per 1 million tokens

Input
$0.7
Output
$0.7
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,000 tokens

Tool callingOpen weights
Mistral 7BMistral Input / 1M$0.25 Output / 1M$0.25 Context tokens8,000

Model ID: open-mistral-7b

Base prices USD per 1 million tokens

Input
$0.25
Output
$0.25
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 8,000 tokens

Tool callingOpen weights
Abliterated Modelabliteration.ai Input / 1M$3 Output / 1M$3 Context tokens150,000

Model ID: abliterated-model

Base prices USD per 1 million tokens

Input
$3
Output
$3
Cache read
$0.3
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 8,192 tokens

ReasoningTool callingOpen weights
Abliterated ModelNanoGPT Input / 1M$1 Output / 1M$3 Context tokens262,144

Model ID: abliteration-ai/abliterated-model

Base prices USD per 1 million tokens

Input
$1
Output
$3
Cache read
$0.1
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 262,134 tokens

Reasoning
Abliterated Model Largeabliteration.ai Input / 1M$5 Output / 1M$5 Context tokens1,000,000

Model ID: abliterated-model-large

Base prices USD per 1 million tokens

Input
$5
Output
$5
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 999,990 tokens

ReasoningTool calling
Abliterated Model LargeNanoGPT Input / 1M$3 Output / 1M$5 Context tokens1,000,000

Model ID: abliteration-ai/abliterated-model-large

Base prices USD per 1 million tokens

Input
$3
Output
$5
Cache read
$0.3
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 999,990 tokens

ReasoningTool calling
Abliterated Model Large V2abliteration.ai Input / 1M$5 Output / 1M$5 Context tokens1,000,000

Model ID: abliterated-model-large-v2

Base prices USD per 1 million tokens

Input
$5
Output
$5
Cache read
$0.5
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 999,990 tokens

ReasoningTool calling
Abliterated Model Large V2NanoGPT Input / 1M$3 Output / 1M$5 Context tokens1,000,000

Model ID: abliteration-ai/abliterated-model-large-v2

Base prices USD per 1 million tokens

Input
$3
Output
$5
Cache read
$0.3
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 999,990 tokens

ReasoningTool calling
Active Speaker DetectionNvidia Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens0

Model ID: nvidia/active-speaker-detection

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: video
Output: text
Maximum output: 4,096 tokens

Open weights
Agent MaxThe Grid AI · beta Input / 1MNo price declared Output / 1MNo price declared Context tokens1,000,000

Model ID: agent-max

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agent PrimeThe Grid AI · beta Input / 1MNo price declared Output / 1MNo price declared Context tokens196,608

Model ID: agent-prime

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text
Output: text
Maximum output: 30,000 tokens

ReasoningTool calling
Agent StandardThe Grid AI · beta Input / 1MNo price declared Output / 1MNo price declared Context tokens128,000

Model ID: agent-standard

Base prices USD per 1 million tokens

Input
No price declared
Output
No price declared
Cache read
No price declared
Cache write
No price declared
Reasoning
No price declared
Audio input
No price declared
Audio output
No price declared

Input: text
Output: text
Maximum output: 16,000 tokens

ReasoningTool calling
Agentic Chat (Claude Fable 5.1)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-fable-5-1

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (Claude Fable 5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-fable-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (Claude Haiku 4.5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens200,000

Model ID: duo-chat-haiku-4-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (Claude Opus 4.5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens200,000

Model ID: duo-chat-opus-4-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (Claude Opus 4.6)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-opus-4-6

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (Claude Opus 4.7)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-opus-4-7

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (Claude Opus 4.8)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-opus-4-8

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (Claude Opus 5.5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-opus-5-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (Claude Opus 5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-opus-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (Claude Sonnet 4.5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens200,000

Model ID: duo-chat-sonnet-4-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (Claude Sonnet 4.6)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-sonnet-4-6

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (Claude Sonnet 5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,000,000

Model ID: duo-chat-sonnet-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 64,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5 Codex)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-codex

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5 Mini)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-mini

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.1)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-1

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.2 Codex)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-2-codex

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.2)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-2

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.3 Codex)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-3-codex

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.4 Mini)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-4-mini

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.4 Nano)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens400,000

Model ID: duo-chat-gpt-5-4-nano

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.4)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-5-4

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.5)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-5-5

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.6 Luna)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-5-6-luna

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.6 Sol)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-5-6-sol

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-5.6 Terra)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-5-6-terra

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-6 Astra)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-6-astra

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-6 Luna)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-6-luna

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agentic Chat (GPT-6 Sol)GitLab Duo Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens1,050,000

Model ID: duo-chat-gpt-6-sol

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Free (as declared)
Cache write
Free (as declared)
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image, pdf
Output: text
Maximum output: 128,000 tokens

ReasoningTool calling
Agents-A1InferX Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens262,000

Model ID: Agents-A1

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 100,000 tokens

ReasoningTool callingOpen weights
AGI-01 FrontierLucidQuery Input / 1M$4.5 Output / 1M$22 Context tokens300,000

Model ID: lucidquery-agi-01-frontier

Base prices USD per 1 million tokens

Input
$4.5
Output
$22
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 120,000 tokens

ReasoningTool calling
AGI-01 SwiftLucidQuery Input / 1M$2.5 Output / 1M$15 Context tokens300,000

Model ID: lucidquery-agi-01-swift

Base prices USD per 1 million tokens

Input
$2.5
Output
$15
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 120,000 tokens

ReasoningTool calling
Agnes 1.5 LiteZenMux Input / 1M$0.12 Output / 1M$0.6 Context tokens256,000

Model ID: sapiens-ai/agnes-1.5-lite

Base prices USD per 1 million tokens

Input
$0.12
Output
$0.6
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 256,000 tokens

Tool calling
Agnes 1.5 ProZenMux Input / 1M$0.16 Output / 1M$0.8 Context tokens256,000

Model ID: sapiens-ai/agnes-1.5-pro

Base prices USD per 1 million tokens

Input
$0.16
Output
$0.8
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 256,000 tokens

ReasoningTool calling
Agnes 2.0 FlashAgnes AI Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens512,000

Model ID: agnes-2.0-flash

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Agnes 2.5 FlashAgnes AI Input / 1MFree (as declared) Output / 1MFree (as declared) Context tokens512,000

Model ID: agnes-2.5-flash

Base prices USD per 1 million tokens

Input
Free (as declared)
Output
Free (as declared)
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Agnes 2.5 Pro AlphaAgnes AI Input / 1M$0.45 Output / 1M$0.9 Context tokens1,000,000

Model ID: agnes-2.5-pro-alpha

Base prices USD per 1 million tokens

Input
$0.45
Output
$0.9
Cache read
$0.0038
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 65,536 tokens

ReasoningTool callingOpen weights
Agnes 3.0 FlashNanoGPT Input / 1M$0.05 Output / 1M$0.15 Context tokens524,288

Model ID: agnes-3.0-flash

Base prices USD per 1 million tokens

Input
$0.05
Output
$0.15
Cache read
$0.005
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text, image
Output: text
Maximum output: 65,536 tokens

ReasoningTool calling
Aion 3.0Venice AI Input / 1M$3.75 Output / 1M$7.5 Context tokens128,000

Model ID: aion-labs-aion-3-0

Base prices USD per 1 million tokens

Input
$3.75
Output
$7.5
Cache read
$0.9375
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion 3.0 MiniVenice AI Input / 1M$0.875 Output / 1M$1.75 Context tokens128,000

Model ID: aion-labs-aion-3-0-mini

Base prices USD per 1 million tokens

Input
$0.875
Output
$1.75
Cache read
$0.225
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion 3.5OpenRouter Input / 1M$3 Output / 1M$6 Context tokens262,144

Model ID: aion-labs/aion-3.5

Base prices USD per 1 million tokens

Input
$3
Output
$6
Cache read
$0.75
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion 3.5Venice AI Input / 1M$3.75 Output / 1M$7.5 Context tokens262,144

Model ID: aion-labs-aion-3-5

Base prices USD per 1 million tokens

Input
$3.75
Output
$7.5
Cache read
$0.9375
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion 3.5 MiniOpenRouter Input / 1M$0.7 Output / 1M$1.4 Context tokens262,144

Model ID: aion-labs/aion-3.5-mini

Base prices USD per 1 million tokens

Input
$0.7
Output
$1.4
Cache read
$0.18
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion 3.5 MiniVenice AI Input / 1M$0.875 Output / 1M$1.75 Context tokens262,144

Model ID: aion-labs-aion-3-5-mini

Base prices USD per 1 million tokens

Input
$0.875
Output
$1.75
Cache read
$0.225
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion-2.0OpenRouter Input / 1M$0.8 Output / 1M$1.6 Context tokens131,072

Model ID: aion-labs/aion-2.0

Base prices USD per 1 million tokens

Input
$0.8
Output
$1.6
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion-3.0OpenRouter Input / 1M$3 Output / 1M$6 Context tokens131,072

Model ID: aion-labs/aion-3.0

Base prices USD per 1 million tokens

Input
$3
Output
$6
Cache read
$0.75
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion-3.0-MiniOpenRouter Input / 1M$0.7 Output / 1M$1.4 Context tokens131,072

Model ID: aion-labs/aion-3.0-mini

Base prices USD per 1 million tokens

Input
$0.7
Output
$1.4
Cache read
$0.18
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
Aion-RP 1.0 (8B)OpenRouter Input / 1M$0.8 Output / 1M$1.6 Context tokens32,768

Model ID: aion-labs/aion-rp-llama-3.1-8b

Base prices USD per 1 million tokens

Input
$0.8
Output
$1.6
Cache read
Not listed
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 29,491 tokens

AionLabs: Aion 3.0NanoGPT Input / 1M$3 Output / 1M$6 Context tokens131,072

Model ID: aion-labs/aion-3.0

Base prices USD per 1 million tokens

Input
$3
Output
$6
Cache read
$0.75
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion 3.0 MiniNanoGPT Input / 1M$0.7 Output / 1M$1.4 Context tokens131,072

Model ID: aion-labs/aion-3.0-mini

Base prices USD per 1 million tokens

Input
$0.7
Output
$1.4
Cache read
$0.18
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion 3.5Kilo Gateway Input / 1M$3 Output / 1M$6 Context tokens262,144

Model ID: aion-labs/aion-3.5

Base prices USD per 1 million tokens

Input
$3
Output
$6
Cache read
$0.75
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion 3.5NanoGPT Input / 1M$3 Output / 1M$6 Context tokens262,144

Model ID: aion-labs/aion-3.5

Base prices USD per 1 million tokens

Input
$3
Output
$6
Cache read
$0.75
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion 3.5 MiniKilo Gateway Input / 1M$0.7 Output / 1M$1.4 Context tokens262,144

Model ID: aion-labs/aion-3.5-mini

Base prices USD per 1 million tokens

Input
$0.7
Output
$1.4
Cache read
$0.18
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion 3.5 MiniNanoGPT Input / 1M$0.7 Output / 1M$1.4 Context tokens262,144

Model ID: aion-labs/aion-3.5-mini

Base prices USD per 1 million tokens

Input
$0.7
Output
$1.4
Cache read
$0.18
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion-2.0Kilo Gateway Input / 1M$0.8 Output / 1M$1.6 Context tokens131,072

Model ID: aion-labs/aion-2.0

Base prices USD per 1 million tokens

Input
$0.8
Output
$1.6
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling
AionLabs: Aion-2.0NanoGPT Input / 1M$0.8 Output / 1M$1.6 Context tokens131,072

Model ID: aion-labs/aion-2.0

Base prices USD per 1 million tokens

Input
$0.8
Output
$1.6
Cache read
$0.2
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

Tool calling
AionLabs: Aion-3.0Kilo Gateway Input / 1M$3 Output / 1M$6 Context tokens131,072

Model ID: aion-labs/aion-3.0

Base prices USD per 1 million tokens

Input
$3
Output
$6
Cache read
$0.75
Cache write
Not listed
Reasoning
Not listed
Audio input
Not listed
Audio output
Not listed

Input: text
Output: text
Maximum output: 32,768 tokens

ReasoningTool calling

All prices in USD per 1M tokens. Not listed: component price unavailable. No price declared: no price table. Free (as declared): listed at $0 for that component.

READ THE PRICE, NOT JUST THE MODEL NAME

Two sides to
every request.

You pay for the tokens you send and the tokens the model generates. Compare both rates against the way you actually use a model.

This simplified calculation uses base rates for uncached text tokens. Cache usage, context tiers, audio, reasoning and special modes can change the bill. Listed prices are estimates of API costs, not invoices or subscription prices.

Know the rate.
Keep your usage in sight.

Bring your supported AI accounts, usage limits and costs together in tokenkarma.

Download

AI model pricing, explained

How do I compare AI model prices?

Compare input and output prices separately for the same model at the provider you plan to use. All token prices here are in USD per one million tokens. Expand an offer to see cache prices, additional components and any listed context tiers or modes.

Does a ChatGPT or Claude subscription include API usage?

This catalogue compares API token prices. It does not describe what is included in a chat subscription. Check the terms of your plan separately, and use our usage limits comparison to explore chat limits.

Why can the same model have different prices?

Different providers can host or resell the same model with their own rates and conditions. Each model and provider combination has its own offer here. We do not combine those prices or silently select the cheapest provider.

What do “Free”, “Not listed” and “No price declared” mean?

“Free (as declared)” means that specific component has a listed price of zero. “Not listed” means its price is missing. “No price declared” means there is no price table for that offer. A zero token rate does not imply unlimited access or the absence of other charges.

Why does context length matter for pricing?

Some offers list different rates above a context threshold. Expand an offer to see those tiers separately from its base rates. A larger context window is a capacity, not a guarantee that every request has the same price.

How current are these prices?

This catalogue was collected on September 29, 2026. It is a dated snapshot, not a live quote. Rates, availability and billing conditions may change. The catalogue covers the offers listed here, not every model on the market.