whichllm › Capability

Capability

Reasoning models

Compare AI models built for reasoning-heavy prompts, coding, analysis, and stepwise problem solving.

Snapshot

Models 5472

Providers 206

Max context 20000000

Lowest input $0.01

Lowest output $0.03

Tool calling 5247

Reasoning 5472

How to use this hub

This capability hub groups 5472 models that match the reasoning filter in the backend catalog, not a client-side tag list.

Use the featured models first for quick comparison, then scan the full grid for provider alternatives and deeper detail pages.

Explore related hubs

Openai models Anthropic models Google models Openrouter models Deepseek models Nano Gpt models Github Models models

Featured models

Qwen 3.8 Flash Venice AI · 1000000 context In $0.14 · Out $0.49

Agnes 3.0 Flash NanoGPT · 524288 context In $0.05 · Out $0.15

Ling 3.0 Flash VL NanoGPT · 262144 context In $0.06 · Out $0.18

Qwen 3.8 27B Queen NanoGPT · 262144 context In $0.25 · Out $1.50

Gemma 4 12B Semancer NanoGPT · 131072 context In $0.05 · Out $0.25

Gemma 4 12B StationKeeper NanoGPT · 131072 context In $0.05 · Out $0.25

K2-Horizon-7B NanoGPT · 131072 context In $0.05 · Out $0.20

DeepSeek V4.1 Flash NanoGPT · 1000000 context In $0.16 · Out $0.31

Models in this hub

Showing the first 120 models in this hub.

AGI-01 Frontier LucidQuery · 300000 context In $4.50 · Out $22.00

AGI-01 Swift LucidQuery · 300000 context In $2.50 · Out $15.00

AU Anthropic Claude Opus 4.6 Amazon Bedrock · 1000000 context In $16.50 · Out $82.50

AU Anthropic Claude Sonnet 4.6 Amazon Bedrock · 1000000 context In $3.30 · Out $16.50

Abliterated Model NanoGPT · 262144 context In $3.00 · Out $3.00

Abliterated Model abliteration.ai · 150000 context In $3.00 · Out $3.00

Abliterated Model Large NanoGPT · 1000000 context In $5.00 · Out $5.00

Abliterated Model Large abliteration.ai · 1000000 context In $5.00 · Out $5.00

Abliterated Model Large V2 NanoGPT · 1000000 context In $5.00 · Out $5.00

Abliterated Model Large V2 abliteration.ai · 1000000 context In $5.00 · Out $5.00

Agent Max The Grid AI · 1000000 context In - · Out -

Agent Prime The Grid AI · 196608 context In - · Out -

Agent Standard The Grid AI · 128000 context In - · Out -

Agentic Chat (Claude Fable 5) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Fable 5.1) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Haiku 4.5) GitLab Duo · 200000 context In - · Out -

Agentic Chat (Claude Opus 4.5) GitLab Duo · 200000 context In - · Out -

Agentic Chat (Claude Opus 4.6) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Opus 4.7) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Opus 4.8) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Opus 5) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Sonnet 4.5) GitLab Duo · 200000 context In - · Out -

Agentic Chat (Claude Sonnet 4.6) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (Claude Sonnet 5) GitLab Duo · 1000000 context In - · Out -

Agentic Chat (GPT-5 Codex) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5 Mini) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.1) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.2 Codex) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.2) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.3 Codex) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.4 Mini) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.4 Nano) GitLab Duo · 400000 context In - · Out -

Agentic Chat (GPT-5.4) GitLab Duo · 1050000 context In - · Out -

Agentic Chat (GPT-5.5) GitLab Duo · 1050000 context In - · Out -

Agentic Chat (GPT-5.6 Luna) GitLab Duo · 1050000 context In - · Out -

Agentic Chat (GPT-5.6 Sol) GitLab Duo · 1050000 context In - · Out -

Agentic Chat (GPT-5.6 Terra) GitLab Duo · 1050000 context In - · Out -

Agentic Chat (GPT-6 Astra) GitLab Duo · 1050000 context In - · Out -

Agents-A1 InferX · 262000 context In - · Out -

Agnes 1.5 Pro ZenMux · 256000 context In $0.16 · Out $0.80

Agnes 2.0 Flash Agnes AI · 512000 context In - · Out -

Agnes 2.5 Flash Agnes AI · 512000 context In - · Out -

Agnes 2.5 Pro Alpha Agnes AI · 1000000 context In $0.45 · Out $0.90

Agnes 3.0 Flash NanoGPT · 524288 context In $0.05 · Out $0.15

Aion 3.0 Venice AI · 128000 context In $3.75 · Out $7.50

Aion 3.0 Mini Venice AI · 128000 context In $0.88 · Out $1.75

Aion-2.0 OpenRouter · 131072 context In $0.80 · Out $1.60

Aion-3.0 OpenRouter · 131072 context In $3.00 · Out $6.00

Aion-3.0-Mini OpenRouter · 131072 context In $0.70 · Out $1.40

AionLabs: Aion 3.0 NanoGPT · 131072 context In $3.00 · Out $6.00

AionLabs: Aion 3.0 Mini NanoGPT · 131072 context In $0.70 · Out $1.40

AionLabs: Aion-2.0 Kilo Gateway · 131072 context In $0.80 · Out $1.60

AionLabs: Aion-3.0 Kilo Gateway · 131072 context In $3.00 · Out $6.00

AionLabs: Aion-3.0-Mini Kilo Gateway · 131072 context In $0.70 · Out $1.40

Amazon: Nova 2 Lite Kilo Gateway · 1000000 context In $0.30 · Out $2.50

Ambient Large Ambient · 202752 context In $0.60 · Out $2.00

Anthropic Claude 4.1 Opus DigitalOcean · 200000 context In $15.00 · Out $75.00

Anthropic Claude 4.5 Sonnet DigitalOcean · 200000 context In $3.00 · Out $15.00

Anthropic Claude Fable 5 DigitalOcean · 1000000 context In $10.00 · Out $50.00

Anthropic Claude Fable 5.1 DigitalOcean · 1000000 context In $10.00 · Out $50.00

Anthropic Claude Haiku 4.5 DigitalOcean · 200000 context In $1.00 · Out $5.00

Anthropic Claude Haiku Latest Kilo Gateway · 200000 context In $1.00 · Out $5.00

Anthropic Claude Haiku Latest OpenRouter · 200000 context In $1.00 · Out $5.00

Anthropic Claude Opus 4.5 DigitalOcean · 200000 context In $5.00 · Out $25.00

Anthropic Claude Opus 4.6 DigitalOcean · 200000 context In $5.00 · Out $25.00

Anthropic Claude Opus 4.7 DigitalOcean · 200000 context In $5.00 · Out $25.00

Anthropic Claude Opus 4.8 DigitalOcean · 1000000 context In $5.00 · Out $25.00

Anthropic Claude Opus 5 DigitalOcean · 1000000 context In $5.00 · Out $25.00

Anthropic Claude Sonnet 4.6 DigitalOcean · 200000 context In $3.00 · Out $15.00

Anthropic Claude Sonnet 5 DigitalOcean · 1000000 context In $2.00 · Out $10.00

Anthropic Claude Sonnet Latest Kilo Gateway · 1000000 context In $2.00 · Out $10.00

Anthropic Claude Sonnet Latest OpenRouter · 1000000 context In $2.00 · Out $10.00

Anthropic: Claude Fable Latest ($$$$) Kilo Gateway · 1000000 context In $10.00 · Out $50.00

Anthropic: Claude Opus 4 Helicone · 200000 context In $15.00 · Out $75.00

Anthropic: Claude Opus 4 ($$$$) Kilo Gateway · 200000 context In $15.00 · Out $75.00

Anthropic: Claude Opus 4.1 Helicone · 200000 context In $15.00 · Out $75.00

Anthropic: Claude Opus 4.1 (20250805) Helicone · 200000 context In $15.00 · Out $75.00

Anthropic: Claude Opus 4.5 Helicone · 200000 context In $5.00 · Out $25.00

Anthropic: Claude Opus Latest Kilo Gateway · 1000000 context In $5.00 · Out $25.00

Anthropic: Claude Sonnet 4 Helicone · 200000 context In $3.00 · Out $15.00

Anthropic: Claude Sonnet 4 Kilo Gateway · 200000 context In $3.00 · Out $15.00

Anthropic: Claude Sonnet 4.5 Helicone · 200000 context In $3.00 · Out $15.00

Anthropic: Claude Sonnet 4.5 (20250929) Helicone · 200000 context In $3.00 · Out $15.00

Apertus 70B Cortecs · 65536 context In $1.39 · Out $2.23

Arcee Trinity Large Thinking (Public Preview) DigitalOcean · 128000 context In $0.25 · Out $0.90

Auto Model Oracle AI · 1000000 context In - · Out -

Auto TrustedRouter · 1000000 context In - · Out -

Auto Balanced Kilo Gateway · 1000000 context In $0.33 · Out $1.95

Auto Efficient Kilo Gateway · 1000000 context In $0.33 · Out $1.95

Auto Free Kilo Gateway · 256000 context In - · Out -

Auto Frontier Kilo Gateway · 1000000 context In $5.00 · Out $25.00

Auto Router Kilo Gateway · 2000000 context In - · Out -

Auto Router OpenRouter · 2000000 context In - · Out -

Auto Small Kilo Gateway · 262144 context In $0.05 · Out $0.40

Baidu Ernie 4.5 21B A3B Thinking Helicone · 128000 context In $0.07 · Out $0.28

Baidu: ERNIE 4.5 VL 424B A47B Kilo Gateway · 123000 context In $0.42 · Out $1.25

Big Pickle OpenCode Zen · 200000 context In - · Out -

ByteDance Seed 2.0 Code NanoGPT · 262144 context In $0.50 · Out $3.00

ByteDance Seed 2.1 Turbo NanoGPT · 262144 context In $0.50 · Out $2.50

ByteDance Seed: Seed 1.6 Kilo Gateway · 262144 context In $0.25 · Out $2.00

ByteDance Seed: Seed 1.6 Flash Kilo Gateway · 262144 context In $0.07 · Out $0.30

ByteDance Seed: Seed 2.1 Turbo Kilo Gateway · 262144 context In $0.50 · Out $2.50

Cheap TrustedRouter · 1000000 context In - · Out -

Chimera X NanoGPT · 262144 context In $0.12 · Out $0.38

Claude 3.5 Sonnet Qiniu · 200000 context In - · Out -

Claude 3.7 Sonnet DigitalOcean · 200000 context In $3.00 · Out $15.00

Claude 3.7 Sonnet Merge Gateway · 200000 context In $3.00 · Out $15.00

Claude 3.7 Sonnet Qiniu · 200000 context In - · Out -

Claude 3.7 Sonnet ZenMux · 200000 context In $3.00 · Out $15.00

Claude 4 Opus Thinking NanoGPT · 200000 context In $15.00 · Out $75.00

Claude 4 Opus Thinking (1K) NanoGPT · 200000 context In $15.00 · Out $75.00

Claude 4 Opus Thinking (32K) NanoGPT · 200000 context In $15.00 · Out $75.00

Claude 4 Opus Thinking (8K) NanoGPT · 200000 context In $15.00 · Out $75.00

Claude 4 Sonnet Thinking NanoGPT · 1000000 context In $3.00 · Out $15.00

Claude 4 Sonnet Thinking (1K) NanoGPT · 1000000 context In $3.00 · Out $15.00

Claude 4 Sonnet Thinking (32K) NanoGPT · 1000000 context In $3.00 · Out $15.00

Claude 4 Sonnet Thinking (64K) NanoGPT · 1000000 context In $3.00 · Out $15.00

Claude 4 Sonnet Thinking (8K) NanoGPT · 1000000 context In $3.00 · Out $15.00

Claude 4.0 Opus Qiniu · 200000 context In - · Out -

Claude 4.0 Sonnet Qiniu · 200000 context In - · Out -