Reasoning models

282 in the catalogue today. Every one with what it costs, who sells it and where it stands. 282 in all, a hundred to a page; this is page 3 of 3.

Models that plan before they answer, spending extra tokens on working the problem through. They win on mathematics, hard code and anything with several steps, and they are measured on boards like GPQA, AIME and ARC-AGI. The catch is what the thinking costs: reasoning is billed as output tokens, so the same model can cost several times more per answer at a high effort than a low one, and for a question that needed one turn you have paid for a monologue.

• Qwen2-72B-InstructAlibaba21st of 217· 6 boards$0.35→$0.4per Mtok in / out4 selling
• Qwen2.5 72B InstructAlibaba10th of 217· 12 boards$0.36→$0.4per Mtok in / out11 selling
• Qwen2.5 7B InstructAlibaba62nd of 217· 6 boards$0.04→$0.1per Mtok in / out8 selling
• Qwen3 14BAlibaba18th of 111· 9 boards$0.07→$0.28per Mtok in / out9 selling
• Qwen3 235B A22BAlibaba11th of 49· 11 boards$0.18→$0.54per Mtok in / out7 selling
• Qwen3 235B A22B ThinkingAlibaba
• Qwen3 235B A22B Thinking 2507Alibaba11th of 42· 23 boards$0.22→$0.88per Mtok in / out9 selling
• Qwen3 30B A3BAlibaba169th of 306· 11 boards$0.051→$0.34per Mtok in / out9 selling
• Qwen3 30B A3B Instruct 2507Alibaba170th of 306· 4 boards$0.09→$0.3per Mtok in / out9 selling
• Qwen3 30B A3B Thinking 2507Alibaba148th of 306· 6 boards$0.36→$1.3per Mtok in / out2 selling
• Qwen3 32BAlibaba25th of 111· 11 boards$0.05→$0.1per Mtok in / out14 selling
• Qwen3 4BAlibaba23rd of 111· 2 boards$0.2→$0.2per Mtok in / out2 selling
• Qwen3 8BAlibaba10th of 111· 7 boards$0.06→$0.06per Mtok in / out5 selling
• Qwen3 Max ThinkingAlibaba$1.2→$6per Mtok in / out2 selling
• Qwen3 Next 80B A3B ThinkingAlibaba52nd of 111$0.15→$1.5per Mtok in / out6 selling
• Qwen3 Omni 30B A3B ThinkingAlibaba$0.25→$0.97per Mtok in / out1 selling
• Qwen3 VL 235B A22B ThinkingAlibaba$0.45→$3.49per Mtok in / out4 selling
• Qwen3 VL 30B A3B ThinkingAlibaba$0.15→$0.6per Mtok in / out5 selling
• Qwen3 VL 8B ThinkingAlibaba$0.18→$2.09per Mtok in / out1 selling
• Qwen3-1.7BAlibaba257th of 306· 2 boards$0.32→$1.6per Mtok in / out2 selling
• Qwen3-235B-A22B-Instruct-2507Alibaba29th of 72· 16 boards$0.09→$0.55per Mtok in / out11 selling
• Qwen3-235B-A22B-Thinking-2507-TEEAlibaba$0.3→$1.2per Mtok in / out1 selling
• Qwen3-4B-Instruct-2507Alibaba195th of 306· 2 boards$0.2→$0.2per Mtok in / out3 selling
• Qwen3-4B-Thinking-2507Alibaba$0.4→$0.8per Mtok in / out2 selling
• Qwen3-Next-80B-ThinkingAlibaba
• Qwen3-VL-2B-ThinkingAlibaba
• Qwen3-VL-32B-ThinkingAlibaba$0.2→$1.5per Mtok in / out1 selling
• Qwen3-VL-4B-ThinkingAlibaba$0.4→$0.8per Mtok in / out2 selling
• Qwen3.5 397B A17BAlibaba83rd of 326· 17 boards$0.39→$2.34per Mtok in / out16 selling
• Qwen3.5 9BAlibaba138th of 326· 9 boards$0.1→$0.15per Mtok in / out9 selling
• Qwen3.5-21B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-ThinkingDavidAU$1.6→$12per Mtok in / out1 selling
• Qwen3.5-27B-Claude-4.6-Opus-Reasoning-DistilledJackrong$1.2→$9.6per Mtok in / out1 selling
• Qwen3.5-35B-A3BAlibaba109th of 326· 9 boards$0.14→$1per Mtok in / out10 selling
• Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-ThinkingDavidAU
• Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-ThinkingDavidAU
• Qwen3.5-4BAlibaba185th of 306· 2 boards$0.1→$0.2per Mtok in / out4 selling
• Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSOREDDavidAU$0.43→$1.12per Mtok in / out1 selling
• Qwen3.5-FlashAlibaba105th of 306· 16 boards$0.065→$0.26per Mtok in / out4 selling
• Qwen3.6 27BAlibaba76th of 306· 11 boards$0.3→$3.2per Mtok in / out14 selling
• Qwen3.6 35B A3BAlibaba93rd of 306· 15 boards$0.1→$0.95per Mtok in / out13 selling
• Qwen3.6 Max PreviewAlibaba59th of 414· 13 boards
• Qwen3.6 PlusAlibaba64th of 326· 28 boards$0.33→$1.95per Mtok in / out7 selling
• Qwen3.6-12B-IQ-Ultra-Heretic-Uncensored-Thinking-V2-HightopDavidAU$1.6→$12per Mtok in / out1 selling
• Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilledhesamation$0.4→$4per Mtok in / out1 selling
• Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-ThinkingDavidAU
• Qwen3.6-FlashAlibaba104th of 306· 12 boards$1→$4per Mtok in / out, in-256k-1m lane4 selling
• Qwen3.7 FlashAlibaba94th of 306· 4 boards$0.03→$0.13per Mtok in / out4 selling
• Qwen3.7 MaxAlibaba36th of 414· 39 boards$2.5→$7.5per Mtok in / out12 selling
• Qwen3.8 27BAlibaba20th of 131· 17 boards$0.15→$1.88per Mtok in / out18 selling
• R1 Distill Llama 70BDeepSeek23rd of 108· 4 boards$0.38→$0.38per Mtok in / out8 selling
• Seed-Coder-8B-ReasoningByteDance Seed
• Seed-OSS-36B-InstructByteDance Seed157th of 306· 2 boards$0.21→$0.57per Mtok in / out1 selling
• Sonar Reasoning ProPerplexity29th of 34$2→$8per Mtok in / out2 selling
• ThinkingCap-Qwen3.8-27BBottleCapAI
• Trinity Large ThinkingArcee AI178th of 260· 4 boards$0.25→$0.8per Mtok in / out5 selling
• WizardLM-2 8x22BMicrosoft80th of 108· 2 boards$0.48→$0.48per Mtok in / out5 selling
• Yi-1.5-34B-Chat01-ai81st of 108· 2 boards
• Yi-34B-Chat01-ai23rd of 170· 5 boards$0.9→$0.9per Mtok in / out1 selling
• deepseek-chatDeepSeek22nd of 72· 5 boards$0.26→$1.03per Mtok in / out3 selling
• deepseek-llm-67b-chatdeepseek-ai103rd of 108· 3 boards
• deepseek-reasonerDeepSeek14th of 72· 3 boards$0.14→$0.28per Mtok in / out, deepseek lane1 selling
• dots3-note-prevdots studio48th of 298
• gemini-2.0-flash-001Google17th of 54· 13 boards$0.1→$0.4per Mtok in / out1 selling
• gemini-3-pro-previewGoogle1st of 38· 34 boards$2→$12per Mtok in / out2 selling
• gemma-2-9b-itGoogle64th of 217· 5 boards$0.12→$0.15per Mtok in / out4 selling
• gemma-3-1b-itGoogle296th of 306· 2 boards$0.04→$0.08per Mtok in / out2 selling
• gemma-3-it-vl-40B-Gemini-Heretic-Uncensored-ThinkingDavidAU
• gemma-4-31B-it-Mystery-Fine-Tune-HERETIC-UNCENSORED-ThinkingDavidAU$0.48→$1.44per Mtok in / out1 selling
• gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-ThinkingDavidAU$0.48→$1.44per Mtok in / out1 selling
• grok-4-fast-non-reasoningxAI105th of 111$0.2→$0.5per Mtok in / out2 selling
• mistral-small-2503Mistral AI65th of 108· 7 boards$0.1→$0.3per Mtok in / out4 selling
• o1OpenAI5th of 54· 26 boards$15→$60per Mtok in / out7 selling
• o1-miniOpenAI24th of 108· 18 boards$1.21→$4.84per Mtok in / out1 selling
• o1-proOpenAI22nd of 46· 3 boards$150→$600per Mtok in / out3 selling
• o3OpenAI1st of 15· 45 boards$2→$8per Mtok in / out8 selling
• o3-miniOpenAI4th of 54· 32 boards$1.1→$4.4per Mtok in / out7 selling
• o3-proOpenAI3rd of 72· 14 boards$20→$80per Mtok in / out6 selling
• o4-miniOpenAI4th of 108· 43 boards$1.1→$4.4per Mtok in / out6 selling
• open-mistral-7bMistral AI106th of 108· 3 boards$0.28→$0.28per Mtok in / out, mistral lane1 selling
• phi-4-reasoning-plusMicrosoft$0.07→$0.35per Mtok in / out2 selling
• qwen-turboAlibaba56th of 108· 3 boards$0.05→$0.2per Mtok in / out, alibaba lane1 selling
• thinkingcap-qwen3.6-27bsference$1.6→$12per Mtok in / out1 selling