LIVE · 15 PROVIDERS · 148 MODELS

The real cost of intelligence.

Verified weekly. 15 providers, 148 models, blended token prices you can actually trust.

CHEAPEST BLEND$0.0030/1MMEDIAN BLEND$1.20/1MPRICE MOVES · 7D2

OpenAIgpt-5.6-luna$0.20/1M in▼ 80.0%OpenAIgpt-5.6-terra$2.00/1M in▼ 20.0%Perplexitypplx-embed-v1-0.6b$0.0040/1M inFLATPerplexitypplx-embed-context-v1-0.6b$0.0080/1M inFLATAWS BedrockAmazon Titan Text Embeddings V2$0.02/1M inFLATPerplexitypplx-embed-v1-4b$0.03/1M inFLATZ.ai (GLM)GLM-OCR$0.03/1M inFLATPerplexitypplx-embed-context-v1-4b$0.05/1M inFLATMistralClassifier API model 8B$0.04/1M inFLATGroqLlama 3.1 8B Instant 128k$0.05/1M inFLATMistralMistral Moderation$0.10/1M inFLATMistralMistral Embed$0.10/1M inFLATMistralMinistral 3 - 3B$0.10/1M inFLATMistralClassifier API model 3B$0.10/1M inFLATZ.ai (GLM)GLM-4-32B-0414-128K$0.10/1M inFLATMistralCodestral Embed$0.15/1M inFLATZ.ai (GLM)GLM-4.6V-FlashX$0.04/1M inFLATGroqGPT OSS 20B 128k$0.07/1M inFLATGroqGPT OSS Safeguard 20B$0.07/1M inFLATAlibaba Qwenqwen-flash$0.05/1M inNEWMistralMinistral 3 - 8B$0.15/1M inFLATMistralMistral NeMo$0.15/1M inNEWZ.ai (GLM)GLM-4.7-FlashX$0.07/1M inFLATGoogle GeminiGemini 2.0 Flash$0.10/1M inNEWDeepSeekdeepseek-v4-flash$0.14/1M inFLATTogether AIQwen3.5 9B$0.17/1M inFLATOpenAIgpt-5.6-luna$0.20/1M in▼ 80.0%OpenAIgpt-5.6-terra$2.00/1M in▼ 20.0%Perplexitypplx-embed-v1-0.6b$0.0040/1M inFLATPerplexitypplx-embed-context-v1-0.6b$0.0080/1M inFLATAWS BedrockAmazon Titan Text Embeddings V2$0.02/1M inFLATPerplexitypplx-embed-v1-4b$0.03/1M inFLATZ.ai (GLM)GLM-OCR$0.03/1M inFLATPerplexitypplx-embed-context-v1-4b$0.05/1M inFLATMistralClassifier API model 8B$0.04/1M inFLATGroqLlama 3.1 8B Instant 128k$0.05/1M inFLATMistralMistral Moderation$0.10/1M inFLATMistralMistral Embed$0.10/1M inFLATMistralMinistral 3 - 3B$0.10/1M inFLATMistralClassifier API model 3B$0.10/1M inFLATZ.ai (GLM)GLM-4-32B-0414-128K$0.10/1M inFLATMistralCodestral Embed$0.15/1M inFLATZ.ai (GLM)GLM-4.6V-FlashX$0.04/1M inFLATGroqGPT OSS 20B 128k$0.07/1M inFLATGroqGPT OSS Safeguard 20B$0.07/1M inFLATAlibaba Qwenqwen-flash$0.05/1M inNEWMistralMinistral 3 - 8B$0.15/1M inFLATMistralMistral NeMo$0.15/1M inNEWZ.ai (GLM)GLM-4.7-FlashX$0.07/1M inFLATGoogle GeminiGemini 2.0 Flash$0.10/1M inNEWDeepSeekdeepseek-v4-flash$0.14/1M inFLATTogether AIQwen3.5 9B$0.17/1M inFLAT

// 01 · TOKEN MARKET

The Intelligence Market

Every model plotted by what it knows against what it costs. Up and to the left wins.

AnthropicOpenAIxAIMetaGoogleDeepSeekOther

SOURCE: ARTIFICIALANALYSIS.AI · SCRAPED AUG 02, 2026

// 02 · SNAPSHOT

Market Snapshot

Counted straight from this week’s scrape.

Providers

official price pages

Models Tracked

148

across every task

Price Moves · 7d

27 new listings

Biggest Cut · 7d

▼ 80.0%

gpt-5.6-luna

// 03 · VALUE

Cheapest by Task

The lowest blended price in each job family. Unpriced and free-tier listings excluded.

forumCheapest Chat

Llama 3.1 8B Instant 128k

Groq

$0.0575blended /1M

IN $0.05 · OUT $0.08 · CTX 128k

neurologyCheapest Reasoning

Sonar

Perplexity

$1.000blended /1M

IN $1.00 · OUT $1.00 · CTX N/A

codeCheapest Code

Mistral NeMo

Mistral

$0.150blended /1M

IN $0.15 · OUT $0.15 · CTX 32K

data_arrayCheapest Embedding

pplx-embed-v1-0.6b

Perplexity

$0.0030blended /1M

IN $0.0040 · OUT Free · CTX N/A

// 04 · UTILITY

Cost Calculator

What would your workload cost? Each preset ranks only models with compatible capabilities, modalities, and pricing units.

Chatbot contractText conversation and reasoning models with text input and output.USD per 1M input/output tokens · unlike units excluded

Input volume10MOutput volume2M

Cheapest 10 for this workloadmonthly cost · Mtok×USD/1M

// 05 · REGISTER

The Full Matrix

Every model, every price. Search, filter, sort, and export the lot.

Provider

Type

Provider	Model	Input /1M	Output /1M	Blend /1M	7d Δ	Type	Context
OpenAI	gpt-5.6-sol	$5.00	$30.00	$11.25	FLAT	chat	Not specified
OpenAI	gpt-5.6-terra	$2.00	$12.00	$4.50	▼ 20.0%	chat	Not specified
OpenAI	gpt-5.6-luna	$0.20	$1.20	$0.45	▼ 80.0%	chat	Not specified
OpenAI	gpt-5.5	$5.00	$30.00	$11.25	FLAT	chat	Not specified
OpenAI	gpt-5.4	$2.50	$15.00	$5.62	FLAT	chat	Not specified
OpenAI	gpt-5.4-mini	$0.75	$4.50	$1.69	FLAT	chat	Not specified
OpenAI	gpt-5.4-nano	$0.20	$1.25	$0.46	NEW	chat	Not specified
OpenAI	gpt-image-2	$8.00	$30.00	$13.50	FLAT	image	Not specified
OpenAI	gpt-image-1.5	$8.00	$32.00	$14.00	FLAT	image	Not specified
OpenAI	gpt-image-1-mini	$2.50	$8.00	$3.88	NEW	image	Not specified
OpenAI	gpt-realtime-2.1	$32.00	$64.00	$40.00	FLAT	audio	Not specified
OpenAI	gpt-realtime-2.1-mini	$10.00	$20.00	$12.50	NEW	audio	Not specified
OpenAI	gpt-4o-transcribe	$2.50	$10.00	$4.38	FLAT	transcription	Not specified
OpenAI	gpt-4o-mini-transcribe	$1.25	$5.00	$2.19	NEW	transcription	Not specified
Anthropic	Claude Fable 5	$10.00	$50.00	$20.00	FLAT	chat	1M tokens
Anthropic	Claude Opus 5	$5.00	$25.00	$10.00	FLAT	chat	1M tokens
Anthropic	Claude Sonnet 5	$3.00	$15.00	$6.00	FLAT	chat	1M tokens
Anthropic	Claude Haiku 4.5	$1.00	$5.00	$2.00	FLAT	chat	200k tokens
Google Gemini	Gemini 3.6 Flash	$1.50	$7.50	$3.00	FLAT	chat	Not specified
Google Gemini	Gemini 3.5 Flash	$1.50	$9.00	$3.38	FLAT	chat	Not specified
Google Gemini	Gemini 3.5 Flash-Lite	$0.30	$2.50	$0.85	FLAT	chat	Not specified
Google Gemini	Gemini 3.1 Flash-Lite	$0.25	$1.50	$0.56	FLAT	chat	Not specified
Google Gemini	Gemini 3.1 Flash Live Preview	$0.75	$4.50	$1.69	FLAT	audio	Not specified
Google Gemini	Gemini 2.5 Pro	$1.25	$10.00	$3.44	FLAT	chat	Not specified
Google Gemini	Gemini 2.5 Flash	$0.30	$2.50	$0.85	FLAT	chat	Not specified
Google Gemini	Gemini 2.0 Flash	$0.10	$0.40	$0.18	NEW	chat	Not specified
Mistral	Mistral Medium 3.5	$1.50	$7.50	$3.00	FLAT	text-to-text	32K
Mistral	Mistral Small 4	$0.15	$0.60	$0.26	FLAT	text-to-text	32K
Mistral	Mistral Large 3	$0.50	$1.50	$0.75	FLAT	text-to-text	32K
Mistral	Devstral 2	$0.40	$2.00	$0.80	FLAT	coding	N/A
Mistral	Codestral	$0.30	$0.90	$0.45	FLAT	coding	N/A
Mistral	Magistral Medium	$2.00	$5.00	$2.75	FLAT	text-to-text	N/A
Mistral	Magistral Small	$0.50	$1.50	$0.75	FLAT	text-to-text	N/A
Mistral	Ministral 3 - 3B	$0.10	$0.10	$0.10	FLAT	text-to-text	N/A
Mistral	Ministral 3 - 8B	$0.15	$0.15	$0.15	FLAT	text-to-text	N/A
Mistral	Ministral 3 - 14B	$0.20	$0.20	$0.20	FLAT	text-to-text	N/A
Mistral	Classifier API model 3B	$0.10	$0.10	$0.10	FLAT	classifier	N/A
Mistral	Classifier API model 8B	$0.04	$0.04	$0.04	FLAT	classifier	N/A
Mistral	Mistral Moderation	$0.10	Free	$0.08	FLAT	classifier	32K
Mistral	Codestral Embed	$0.15	Free	$0.11	FLAT	embedding	N/A
Mistral	Mistral Embed	$0.10	Free	$0.08	FLAT	embedding	32K
Mistral	Mistral NeMo	$0.15	$0.15	$0.15	NEW	coding	32K
Mistral	Mixtral 8x7B	$0.70	$0.70	$0.70	FLAT	text-to-text	N/A
Mistral	Mixtral 8x22B	$2.00	$6.00	$3.00	FLAT	text-to-text	N/A
Groq	GPT OSS 20B 128k	$0.07	$0.30	$0.13	FLAT	chat	128k
Groq	GPT OSS Safeguard 20B	$0.07	$0.30	$0.13	FLAT	chat	128k
Groq	GPT OSS 120B 128k	$0.15	$0.60	$0.26	FLAT	chat	128k
Groq	Llama 3.3 70B Versatile 128k	$0.59	$0.79	$0.64	FLAT	chat	128k
Groq	Llama 3.1 8B Instant 128k	$0.05	$0.08	$0.06	FLAT	chat	128k
Groq	Qwen 3.6 27B 131k	$0.60	$3.00	$1.20	FLAT	chat	131k
Together AI	DeepSeek V4 Pro	$1.74	$3.48	$2.17	FLAT	inference	128K
Together AI	MiniMax M3	$0.30	$1.20	$0.52	FLAT	inference	200K
Together AI	GLM-5.2	$1.40	$4.40	$2.15	FLAT	inference	128K
Together AI	Inkling	$1.00	$4.05	$1.76	FLAT	inference	N/A
Together AI	Kimi K3	$3.00	$15.00	$6.00	NEW	inference	256K
Together AI	Inkling Small	$0.50	$1.20	$0.68	NEW	inference	N/A
Together AI	Gemma 4 31B	$0.39	$0.97	$0.53	FLAT	inference	N/A
Together AI	Kimi K2.7 Code	$0.95	$4.00	$1.71	FLAT	code	256K
Together AI	Qwen3.7-Plus	$0.32	$1.28	$0.56	FLAT	inference	1M
Together AI	Kimi K2.6	$1.20	$4.50	$2.02	FLAT	code	256K
Together AI	Qwen3.5 9B	$0.17	$0.25	$0.19	FLAT	inference	128K
Together AI	Qwen3.5-397B-A17B	$0.60	$3.60	$1.35	NEW	inference	128K
Together AI	GLM-5.1	$1.40	$4.40	$2.15	FLAT	inference	128K
Together AI	MiniMax M2.7	$0.30	$1.20	$0.52	FLAT	inference	200K
Together AI	Qwen3.6-Plus	$0.50	$3.00	$1.12	FLAT	inference	128K
Together AI	Qwen2.5 7B Instruct Turbo	$0.30	$0.30	$0.30	NEW	inference	128K
Together AI	Llama Guard 4 12B	$0.20	$0.20	$0.20	NEW	inference	N/A
xAI	grok-4.5	$2.00	$6.00	$3.00	FLAT	text	200K
xAI	grok-build-0.1	$1.00	$2.00	$1.25	FLAT	text	200K
xAI	grok-4.3	$1.25	$2.50	$1.56	FLAT	text	1M
xAI	grok-4.20-multi-agent-0309	$1.25	$2.50	$1.56	FLAT	text	1M
xAI	grok-4.20-0309-reasoning	$1.25	$2.50	$1.56	FLAT	text	1M
xAI	grok-4.20-0309-non-reasoning	$1.25	$2.50	$1.56	FLAT	text	1M
Perplexity	Sonar	$1.00	$1.00	$1.00	FLAT	reasoning	N/A
Perplexity	Sonar Pro	$3.00	$15.00	$6.00	FLAT	reasoning	N/A
Perplexity	Sonar Reasoning Pro	$2.00	$8.00	$3.50	FLAT	reasoning	N/A
Perplexity	Sonar Deep Research	$2.00	$8.00	$3.50	FLAT	reasoning	N/A
Perplexity	pplx-embed-v1-0.6b	$0.0040	Free	$0.0030	FLAT	embedding	N/A
Perplexity	pplx-embed-v1-4b	$0.03	Free	$0.02	FLAT	embedding	N/A
Perplexity	pplx-embed-context-v1-0.6b	$0.0080	Free	$0.0060	FLAT	embedding	N/A
Perplexity	pplx-embed-context-v1-4b	$0.05	Free	$0.04	FLAT	embedding	N/A
Cohere	Command	$1.00	$2.00	$1.25	FLAT	chat	4K
Cohere	Command-light	$0.30	$0.60	$0.38	FLAT	chat	4K
Cohere	Command R 03-2024	$0.50	$1.50	$0.75	FLAT	chat	128K
Cohere	Command R+ 04-2024	$3.00	$15.00	$6.00	FLAT	chat	128K
Cohere	Command R+ 08-2024	$2.50	$10.00	$4.38	FLAT	chat	128K
Cohere	Aya Expanse 8B	$0.50	$1.50	$0.75	FLAT	chat	8K
Cohere	Aya Expanse 32B	$0.50	$1.50	$0.75	FLAT	chat	8K
AWS Bedrock	Jamba 1.5 Large	$2.00	$8.00	$3.50	FLAT	text	/m
AWS Bedrock	Jamba 1.5 Mini	$0.20	$0.40	$0.25	FLAT	text	/m
AWS Bedrock	Jurassic-2 Mid	$12.50	$12.50	$12.50	FLAT	text	/m
AWS Bedrock	Jurassic-2 Ultra	$18.80	$18.80	$18.80	FLAT	text	/m
AWS Bedrock	Jamba-Instruct	$0.50	$0.70	$0.55	FLAT	text	/m
AWS Bedrock	Amazon Nova 2 Lite	$0.30	$2.50	$0.85	FLAT	text	128K
AWS Bedrock	Amazon Nova 2 Omni (Preview)	$0.30	$2.50	$0.85	FLAT	text	128K
AWS Bedrock	Amazon Nova 2 Pro (Preview)	$1.25	$10.00	$3.44	FLAT	text	128K
AWS Bedrock	Amazon Titan Text Embeddings V2	$0.02	Free	$0.01	FLAT	embedding	8K
AWS Bedrock	Claude Opus 5	$5.00	$25.00	$10.00	FLAT	text	200K
AWS Bedrock	Claude Sonnet 5	$2.00	$10.00	$4.00	FLAT	text	200K
AWS Bedrock	Claude Fable 5	$10.00	$50.00	$20.00	FLAT	text	200K
AWS Bedrock	Claude Opus 4.8	$5.00	$25.00	$10.00	NEW	text	200K
AWS Bedrock	Claude Opus 4.7	$5.00	$25.00	$10.00	NEW	text	200K
AWS Bedrock	Claude Sonnet 4.6	$3.00	$15.00	$6.00	NEW	text	200K
AWS Bedrock	Claude Opus 4.6	$5.00	$25.00	$10.00	NEW	text	200K
AWS Bedrock	Claude Opus 4.5	$5.00	$25.00	$10.00	NEW	text	200K
AWS Bedrock	Claude Haiku 4.5	$1.00	$5.00	$2.00	NEW	text	200K
AWS Bedrock	Claude Sonnet 4.5	$3.00	$15.00	$6.00	NEW	text	200K
AWS Bedrock	Claude Sonnet 4	$3.00	$15.00	$6.00	NEW	text	200K
DeepSeek	deepseek-v4-flash	$0.14	$0.28	$0.18	FLAT	chat	1M
DeepSeek	deepseek-v4-pro	$0.43	$0.87	$0.54	FLAT	chat	1M
Moonshot (Kimi)	kimi-k2.7-code	$0.95	$4.00	$1.71	FLAT	chat	262,144 tokens
Moonshot (Kimi)	kimi-k2.7-code-highspeed	$1.90	$8.00	$3.42	FLAT	chat	262,144 tokens
Moonshot (Kimi)	kimi-k2.6	$0.95	$4.00	$1.71	FLAT	chat	262,144 tokens
Moonshot (Kimi)	kimi-k2.5	$0.60	$3.00	$1.20	FLAT	chat	262,144 tokens
Z.ai (GLM)	GLM-5.2	$1.40	$4.40	$2.15	FLAT	text	128K
Z.ai (GLM)	GLM-5.1	$1.40	$4.40	$2.15	FLAT	text	128K
Z.ai (GLM)	GLM-5	$1.00	$3.20	$1.55	FLAT	text	128K
Z.ai (GLM)	GLM-5-Turbo	$1.20	$4.00	$1.90	FLAT	text	128K
Z.ai (GLM)	GLM-4.7	$0.60	$2.20	$1.00	FLAT	text	128K
Z.ai (GLM)	GLM-4.7-FlashX	$0.07	$0.40	$0.15	FLAT	text	128K
Z.ai (GLM)	GLM-4.6	$0.60	$2.20	$1.00	FLAT	text	128K
Z.ai (GLM)	GLM-4.5	$0.60	$2.20	$1.00	FLAT	text	128K
Z.ai (GLM)	GLM-4.5-X	$2.20	$8.90	$3.88	FLAT	text	128K
Z.ai (GLM)	GLM-4.5-Air	$0.20	$1.10	$0.43	FLAT	text	128K
Z.ai (GLM)	GLM-4.5-AirX	$1.10	$4.50	$1.95	FLAT	text	128K
Z.ai (GLM)	GLM-4-32B-0414-128K	$0.10	$0.10	$0.10	FLAT	text	128K
Z.ai (GLM)	GLM-5V-Turbo	$1.20	$4.00	$1.90	FLAT	vision	128K
Z.ai (GLM)	GLM-4.6V	$0.30	$0.90	$0.45	FLAT	vision	128K
Z.ai (GLM)	GLM-OCR	$0.03	$0.03	$0.03	FLAT	vision	128K
Z.ai (GLM)	GLM-4.6V-FlashX	$0.04	$0.40	$0.13	FLAT	vision	128K
Z.ai (GLM)	GLM-4.5V	$0.60	$1.80	$0.90	FLAT	vision	128K
MiniMax	MiniMax-M3	$0.30	$1.20	$0.52	FLAT	chat	512k
MiniMax	MiniMax-M2.7	$0.30	$1.20	$0.52	FLAT	chat	200K
MiniMax	MiniMax-M2.7-highspeed	$0.60	$2.40	$1.05	FLAT	chat	200K
MiniMax	MiniMax-M2.5	$0.30	$1.20	$0.52	FLAT	chat	200K
MiniMax	MiniMax-M2.5-highspeed	$0.60	$2.40	$1.05	NEW	chat	200K
MiniMax	MiniMax-M2.1	$0.30	$1.20	$0.52	FLAT	chat	200K
MiniMax	MiniMax-M2.1-highspeed	$0.60	$2.40	$1.05	NEW	chat	200K
MiniMax	MiniMax-M2	$0.30	$1.20	$0.52	FLAT	chat	200K
Alibaba Qwen	qwen3.7-max	$2.50	$7.50	$3.75	FLAT	text	1M
Alibaba Qwen	qwen3.6-max	$1.30	$7.80	$2.92	NEW	text	128K
Alibaba Qwen	qwen3-max	$1.20	$6.00	$2.40	FLAT	text	32K
Alibaba Qwen	qwen-flash	$0.05	$0.40	$0.14	NEW	text	32K
Alibaba Qwen	qwen3-plus	$0.40	$1.60	$0.70	NEW	text	256K
Alibaba Qwen	qwen3-vl-plus	$0.20	$1.60	$0.55	FLAT	text	32K
Alibaba Qwen	qwen3.5-omni-plus	$1.40	$8.30	$3.12	NEW	text	1M
Alibaba Qwen	qwen3-coder-plus	$1.00	$5.00	$2.00	NEW	text	32K
Alibaba Qwen	qwen3-omni-flash	$0.40	$3.00	$1.05	NEW	text	1M

// 06 · TRUST

Methodology

Every price is scraped directly from the provider’s official pricing or model page and verified against it. Blended price weights input and output 3:1. Deltas compare this week’s scrape to last week’s.

Volumes are entered in millions of tokens. Monthly cost equals input Mtok times input USD/1M plus output Mtok times output USD/1M. Products priced per image, audio minute, video second, character, or request are excluded, not converted.

OpenAIdevelopers.openai.com14 models · scraped AUG 02, 2026
Anthropicdocs.anthropic.com4 models · scraped AUG 02, 2026
Google Geminiai.google.dev8 models · scraped AUG 02, 2026
Mistralmistral.ai18 models · scraped AUG 02, 2026
Groqgroq.com6 models · scraped AUG 02, 2026
Together AItogether.ai17 models · scraped AUG 02, 2026
xAIdocs.x.ai6 models · scraped AUG 02, 2026
Perplexitydocs.perplexity.ai8 models · scraped AUG 02, 2026
Coherecohere.com7 models · scraped AUG 02, 2026
AWS Bedrockaws.amazon.com20 models · scraped AUG 02, 2026
DeepSeekapi-docs.deepseek.com2 models · scraped AUG 02, 2026
Moonshot (Kimi)platform.kimi.ai4 models · scraped AUG 02, 2026
Z.ai (GLM)docs.z.ai17 models · scraped AUG 02, 2026
MiniMaxplatform.minimax.io8 models · scraped AUG 02, 2026
Alibaba Qwenalibabacloud.com9 models · scraped AUG 02, 2026
Artificial Analysisartificialanalysis.aiintelligence index · scraped AUG 02, 2026

Numbers move fast. If a figure looks off, it is measured against the source of record above, not estimated.

The real cost of intelligence.

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