The Atlas · 180 models · checked 12 Oct 2026

The AI model market, on one map.

Every model sits in a square: its column is what it costs per 1M input tokens, its row is how much context it holds. Models that share a square are direct substitutes on those two numbers, so the map answers “what else is like this, for less?” at a glance.

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ModelsAtlas. “The Atlas: every AI model by price and context”. Retrieved 12 Oct 2026. https://modelsatlas.com/atlas
AFreeB<$0.10C$0.10–0.30D$0.30–1E$1–3F$3–10G$10–30H$30+1<32K232–128K3128–256K4256K–1M51M6>1MINPUT PRICE PER 1M TOKENS →CONTEXT WINDOW ↑ · position within a square follows the real valueClaude Fable 5 · G5Claude Fable 5.1 · G5Claude Haiku 4.5 · E3Claude Haiku 5.5 · C5Claude Opus 4 · G3Claude Opus 4.1 · G3Claude Opus 4.5 · F3Claude Opus 4.6 · F5Claude Opus 4.7 · F5Claude Opus 4.8 · F5Claude Opus 5 · F5Claude Opus 5.5 · F5Claude Sonnet 4 · F3Claude Sonnet 4.5 · F5Claude Sonnet 4.6 · F5Claude Sonnet 5 · E5Claude Sonnet 5.5 · E5Codestral 2508 · D3Command A · E3Command A+ · D3Command R (08-2024) · C2Command R+ (08-2024) · E2Command R7B (12-2024) · B2DeepSeek V3 · D3DeepSeek V3 0324 · C3DeepSeek V3.1 · C3DeepSeek V3.1 Terminus · C3DeepSeek V3.2 · C3DeepSeek V4 Flash 0731 · B5DeepSeek V4 Flash 0731DeepSeek V4 Flash Vision Exp · C5DeepSeek V4.1 Flash · D5DeepSeek V4.1 FlashDevstral 2 2512 · D4Gemini 2.5 Flash · D5Gemini 2.5 Pro Preview 06-05 · E5Gemini 3 Flash Preview · D5Gemini 3.1 Flash Lite · C5Gemini 3.1 Flash Lite Preview · C5Gemini 3.1 Pro Preview · E5Gemini 3.1 Pro Preview Custom Tools · E5Gemini 3.5 Flash · E5Gemini 3.5 Flash Lite · D5Gemini 3.6 Flash · D5Gemini 3.7 Flash · D5Gemini 3.8 Flash · D5Gemma 2 27B · D1Gemma 3 12B · B3Gemma 3 27B · B3Gemma 3 4B · B3Gemma 4 26B A4B · B4Gemma 4 31B · B4GPT Audio · E2GPT Chat Latest · F4GPT-3.5 Turbo · D1GPT-3.5 Turbo 16k · F1GPT-3.5 Turbo Instruct · E1GPT-4 · H1GPT-4GPT-4 Turbo · G2GPT-4.1 · E5GPT-4o · E2GPT-5 · E4GPT-5 Image · G4GPT-5.1 · E4GPT-5.1-Codex · E4GPT-5.2 · E4GPT-5.2 Chat · E2GPT-5.2-Codex · E4GPT-5.3-Codex · E4GPT-5.4 · E6GPT-5.4 Image 2 · F4GPT-5.5 · F6GPT-5.5GPT-5.6 Luna · C6GPT-5.6 Sol · E6GPT-5.6 Terra · E6GPT-6 Astra · G6GPT-6 AstraGPT-6 Luna · C6GPT-6 Sol · E6GPT-6.1 Sol · E6gpt-oss-120b · B3gpt-oss-20b · B3gpt-oss-20bgpt-oss-safeguard-20b · B3Grok 4.20 · E6Grok 4.20Grok 4.20 Multi-Agent · E6Grok 4.3 · E5Grok 4.5 · E4Grok 4.6 · E4Grok 4.7 · E4Grok Build 0.1 · E3Llama 3.1 70B Instruct · D3Llama 3.1 8B Instruct · B3Llama 3.2 1B Instruct · B2Llama 3.2 1B InstructLlama 3.2 3B Instruct · B3Llama 3.3 70B Instruct · C3Llama 4 Maverick · C5Llama 4 Scout · C6Llama 4 ScoutLlama Guard 4 12B · C3Lyria 3 Clip Preview · A5Lyria 3 Clip PreviewLyria 3 Pro Preview · A5MiniMax M1 · D5MiniMax M2 · D3MiniMax M2-her · D2MiniMax M2.1 · D3MiniMax M2.5 · C3MiniMax M2.7 · C3MiniMax M3 · D5MiniMax-01 · C5Ministral 3 14B 2512 · C4Ministral 3 3B 2512 · C3Ministral 3 8B 2512 · C4Mistral Large 3 2512 · E4Mistral Large 4 · D5Mistral Medium 3 · D3Mistral Medium 3.1 · D3Mistral Medium 3.5 · E4Mistral Nemo · B3Mistral Small 3 · B2Mistral Small 3.1 24B · D2Mistral Small 3.2 24B · B3Mistral Small 4 · C4Mixtral 8x22B Instruct · E2Muse Glimmer 30B · D3Muse Spark 1.1 · E5Muse Spark 1.2 · E5Muse Spark 1.2 Contributor · C5Muse Spark 1.3 · E5Muse Spark 1.3 Contributor · C5Nano Banana (Gemini 2.5 Flash Image) · D2Nano Banana 2 (Gemini 3.1 Flash Image) · D3Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) · C2Nano Banana 2.1 · E2Nano Banana Pro (Gemini 3 Pro Image) · E3Nemotron 3 Nano 30B A3B · B4Nemotron 3 Nano 30B A3BNemotron 3 Super · B4Nemotron 3 Ultra (free) · D5Nemotron 3.5 Content Safety · C3Nemotron 3.5 Lightning (free) · B5o1 · G3o3 · E3o3 Mini High · E3o4 Mini · E3o4 Mini High · E3Phi 4 · B1Phi 4Qwen-Plus · C5Qwen2.5 72B Instruct · D2Qwen2.5 7B Instruct · C2Qwen2.5 Coder 32B Instruct · D2Qwen2.5 VL 72B Instruct · D2Qwen3 14B · C2Qwen3 235B A22B Instruct 2507 · B4Qwen3 30B A3B · C2Qwen3 30B A3B Instruct 2507 · C4Qwen3 32B · B3Qwen3 Coder 30B A3B Instruct · B4Qwen3 Coder 480B A35B · D4Qwen3 Coder Next · C4Qwen3 Next 80B A3B Instruct · C4Qwen3 VL 235B A22B Instruct · C4Qwen3 VL 30B A3B Instruct · C4Qwen3 VL 8B Instruct · C4Qwen3.5 397B A17B · D4Qwen3.5 Plus 2026-04-20 · D5Qwen3.5-122B-A10B · C4Qwen3.5-27B · C4Qwen3.5-35B-A3B · B4Qwen3.5-9B · C4Qwen3.5-Flash · B5Qwen3.6 27B · D4Qwen3.6 35B A3B · C4Qwen3.6 Flash · C5Qwen3.6 Plus · D5Qwen3.7 Flash · B5Qwen3.7 Plus · D5Qwen3.8 2.4T A95B · E5Qwen3.8 27B · D5Qwen3.8 Flash · C5Qwen3.8 Max Prime · F5Qwen3.8 Omni Flash · C5R1 0528 · D3Saba · C2Voxtral Small 24B 2507 · C2WizardLM-2 8x22B · D2
Weights not marked openOpen weights12 of 180 labelled: the largest window in each price column, the cheapest in each context row · hover a dot for its grid reference · squares with models link from the list below
View the map as a table (33 squares)
SquarePrice bandContext bandModels
GRIDA5Free1MLyria 3 Clip Preview, Lyria 3 Pro Preview
GRIDB1<$0.10<32KPhi 4
GRIDB2<$0.1032–128KCommand R7B (12-2024), Llama 3.2 1B Instruct, Mistral Small 3
GRIDB3<$0.10128–256KGemma 3 12B, Gemma 3 27B, Gemma 3 4B, gpt-oss-120b, gpt-oss-20b, gpt-oss-safeguard-20b, Llama 3.1 8B Instruct, Llama 3.2 3B Instruct, Mistral Nemo, Mistral Small 3.2 24B, Qwen3 32B
GRIDB4<$0.10256K–1MGemma 4 26B A4B, Gemma 4 31B, Nemotron 3 Nano 30B A3B, Nemotron 3 Super, Qwen3 235B A22B Instruct 2507, Qwen3 Coder 30B A3B Instruct, Qwen3.5-35B-A3B
GRIDB5<$0.101MDeepSeek V4 Flash 0731, Nemotron 3.5 Lightning (free), Qwen3.5-Flash, Qwen3.7 Flash
GRIDC2$0.10–0.3032–128KCommand R (08-2024), Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image), Qwen2.5 7B Instruct, Qwen3 14B, Qwen3 30B A3B, Saba, Voxtral Small 24B 2507
GRIDC3$0.10–0.30128–256KDeepSeek V3 0324, DeepSeek V3.1, DeepSeek V3.1 Terminus, DeepSeek V3.2, Llama 3.3 70B Instruct, Llama Guard 4 12B, MiniMax M2.5, MiniMax M2.7, Ministral 3 3B 2512, Nemotron 3.5 Content Safety
GRIDC4$0.10–0.30256K–1MMinistral 3 14B 2512, Ministral 3 8B 2512, Mistral Small 4, Qwen3 30B A3B Instruct 2507, Qwen3 Coder Next, Qwen3 Next 80B A3B Instruct, Qwen3 VL 235B A22B Instruct, Qwen3 VL 30B A3B Instruct, Qwen3 VL 8B Instruct, Qwen3.5-122B-A10B, Qwen3.5-27B, Qwen3.5-9B, Qwen3.6 35B A3B
GRIDC5$0.10–0.301MClaude Haiku 5.5, DeepSeek V4 Flash Vision Exp, Gemini 3.1 Flash Lite, Gemini 3.1 Flash Lite Preview, Llama 4 Maverick, MiniMax-01, Muse Spark 1.2 Contributor, Muse Spark 1.3 Contributor, Qwen-Plus, Qwen3.6 Flash, Qwen3.8 Flash, Qwen3.8 Omni Flash
GRIDC6$0.10–0.30>1MGPT-5.6 Luna, GPT-6 Luna, Llama 4 Scout
GRIDD1$0.30–1<32KGemma 2 27B, GPT-3.5 Turbo
GRIDD2$0.30–132–128KMiniMax M2-her, Mistral Small 3.1 24B, Nano Banana (Gemini 2.5 Flash Image), Qwen2.5 72B Instruct, Qwen2.5 Coder 32B Instruct, Qwen2.5 VL 72B Instruct, WizardLM-2 8x22B
GRIDD3$0.30–1128–256KCodestral 2508, Command A+, DeepSeek V3, Llama 3.1 70B Instruct, MiniMax M2, MiniMax M2.1, Mistral Medium 3, Mistral Medium 3.1, Muse Glimmer 30B, Nano Banana 2 (Gemini 3.1 Flash Image), R1 0528
GRIDD4$0.30–1256K–1MDevstral 2 2512, Qwen3 Coder 480B A35B, Qwen3.5 397B A17B, Qwen3.6 27B
GRIDD5$0.30–11MDeepSeek V4.1 Flash, Gemini 2.5 Flash, Gemini 3 Flash Preview, Gemini 3.5 Flash Lite, Gemini 3.6 Flash, Gemini 3.7 Flash, Gemini 3.8 Flash, MiniMax M1, MiniMax M3, Mistral Large 4, Nemotron 3 Ultra (free), Qwen3.5 Plus 2026-04-20, Qwen3.6 Plus, Qwen3.7 Plus, Qwen3.8 27B
GRIDE1$1–3<32KGPT-3.5 Turbo Instruct
GRIDE2$1–332–128KCommand R+ (08-2024), GPT Audio, GPT-4o, GPT-5.2 Chat, Mixtral 8x22B Instruct, Nano Banana 2.1
GRIDE3$1–3128–256KClaude Haiku 4.5, Command A, Grok Build 0.1, Nano Banana Pro (Gemini 3 Pro Image), o3, o3 Mini High, o4 Mini, o4 Mini High
GRIDE4$1–3256K–1MGPT-5, GPT-5.1, GPT-5.1-Codex, GPT-5.2, GPT-5.2-Codex, GPT-5.3-Codex, Grok 4.5, Grok 4.6, Grok 4.7, Mistral Large 3 2512, Mistral Medium 3.5
GRIDE5$1–31MClaude Sonnet 5, Claude Sonnet 5.5, Gemini 2.5 Pro Preview 06-05, Gemini 3.1 Pro Preview, Gemini 3.1 Pro Preview Custom Tools, Gemini 3.5 Flash, GPT-4.1, Grok 4.3, Muse Spark 1.1, Muse Spark 1.2, Muse Spark 1.3, Qwen3.8 2.4T A95B
GRIDE6$1–3>1MGPT-5.4, GPT-5.6 Sol, GPT-5.6 Terra, GPT-6 Sol, GPT-6.1 Sol, Grok 4.20, Grok 4.20 Multi-Agent
GRIDF1$3–10<32KGPT-3.5 Turbo 16k
GRIDF3$3–10128–256KClaude Opus 4.5, Claude Sonnet 4
GRIDF4$3–10256K–1MGPT Chat Latest, GPT-5.4 Image 2
GRIDF5$3–101MClaude Opus 4.6, Claude Opus 4.7, Claude Opus 4.8, Claude Opus 5, Claude Opus 5.5, Claude Sonnet 4.5, Claude Sonnet 4.6, Qwen3.8 Max Prime
GRIDF6$3–10>1MGPT-5.5
GRIDG2$10–3032–128KGPT-4 Turbo
GRIDG3$10–30128–256KClaude Opus 4, Claude Opus 4.1, o1
GRIDG4$10–30256K–1MGPT-5 Image
GRIDG5$10–301MClaude Fable 5, Claude Fable 5.1
GRIDG6$10–30>1MGPT-6 Astra
GRIDH1$30+<32KGPT-4

How to read it

A grid reference is an address. “D5” means $0.30–1 per 1M input tokens and 1M of context. It is printed next to every model name on ModelsAtlas.

Columns

A free · B under $0.10 · C $0.10–0.30 · D $0.30–1 · E $1–3 · F $3–10 · G $10–30 · H $30 and up. Bands are logarithmic: each step is about 3×.

Rows

1 under 32K · 2 32–128K · 3 128–256K · 4 256K–1M · 5 about 1M · 6 over 1M tokens.

Inside a square

Position follows the real value: further right costs more, higher holds more. Prices use each model’s cheapest available standard-tier offer. Method

Regions worth knowing

Where the market clusters, counted from the catalogue

The free column

2 models with a standard-tier input price of zero; 0 are marked open-weight. The largest window among them is Lyria 3 Clip Preview at 1.05M.

A5 has 2

All 48 squares

33 hold models and have a page: the models in the square, a full-window cost and the neighbouring squares

B <$0.10
26 models

C $0.10–0.30
45 models

D $0.30–1
39 models

E $1–3
45 models

F $3–10
14 models

G $10–30
8 models

Questions about the Atlas

What does a grid reference like D5 mean?
D is the price column ($0.30–1 per 1M input tokens) and 5 is the context row (1M). D5 is the busiest square, with 15 models, including DeepSeek V4.1 Flash, Gemini 2.5 Flash and Gemini 3.5 Flash Lite. Models in one square are like-for-like on price and context only.
Which price does the map use when a model has several hosts?
The cheapest available standard-tier input price in our catalogue. Batch, free and thinking tiers are rows on each model page but do not move the dot. A model with no standard-tier price, or no context window, is not on the map.
How current is the map?
The plate is rebuilt whenever the catalogue changes. The newest price on it was checked 12 Oct 2026; each model page carries its own date.
How many models are not on the map?
180 models have both a price and a context window and appear here. The rest are listed in the model directory but cannot be placed until we hold both numbers.

Keep going in your AI

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