Reasoning models

266 in the catalogue today. Every one with what it costs, who sells it and where it stands. 266 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.

• Qwen3 30B A3B Thinking 2507Alibaba132nd of 290· 12 boards$0.2→$2.4per Mtok in / out4 selling
• Qwen3 32BAlibaba24th of 105· 13 boards$0.08→$0.28per Mtok in / out17 selling
• Qwen3 4BAlibaba22nd of 105· 3 boards$0.2→$0.2per Mtok in / out3 selling
• Qwen3 8BAlibaba9th of 105· 11 boards$0.06→$0.06per Mtok in / out8 selling
• Qwen3 Max ThinkingAlibaba$0.78→$3.9per Mtok in / out5 selling
• Qwen3 Next 80B A3B ThinkingAlibaba49th of 105· 2 boards$0.15→$1.5per Mtok in / out9 selling
• Qwen3 Omni 30B A3B ThinkingAlibaba$1.8→$6.9per Mtok in / out2 selling
• Qwen3 VL 235B A22B ThinkingAlibaba$0.22→$0.88per Mtok in / out9 selling
• Qwen3 VL 30B A3B ThinkingAlibaba$0.15→$0.6per Mtok in / out7 selling
• Qwen3 VL 8B ThinkingAlibaba$0.18→$2.1per Mtok in / out3 selling
• Qwen3-1.7BAlibaba241st of 290· 3 boards$0.1→$0.1per Mtok in / out1 selling
• Qwen3-235B-A22B-Instruct-2507Alibaba23rd of 109· 18 boards$0.087→$0.35per Mtok in / out13 selling
• Qwen3-235B-A22B-Thinking-2507-TEEAlibaba$0.3→$1.2per Mtok in / out1 selling
• Qwen3-4B-Instruct-2507Alibaba179th of 290· 3 boards$0.2→$0.2per Mtok in / out2 selling
• Qwen3-4B-Thinking-2507Alibaba$0.01→$0.03per Mtok in / out, nscale lane1 selling
• Qwen3-Next-80B-ThinkingAlibaba
• Qwen3-VL-4B-ThinkingAlibaba$0.1→$1per Mtok in / out1 selling
• Qwen3.5 397B A17BAlibaba1st of 8· 22 boards$0.39→$2.34per Mtok in / out13 selling
• Qwen3.5 9BAlibaba125th of 313· 12 boards$0.08→$0.13per Mtok in / out8 selling
• Qwen3.5-122B-A10BAlibaba21st of 262· 11 boards$0.22→$2.2per Mtok in / out8 selling
• Qwen3.5-27B-Claude-4.6-Opus-Reasoning-DistilledJackrong
• Qwen3.5-35B-A3BAlibaba96th of 313· 13 boards$0.14→$1per Mtok in / out9 selling
• Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-ThinkingDavidAU
• Qwen3.5-4BAlibaba162nd of 302· 2 boards$0.03→$0.15per Mtok in / out2 selling
• Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSOREDDavidAU
• Qwen3.5-FlashAlibaba89th of 290· 17 boards$0.065→$0.26per Mtok in / out3 selling
• Qwen3.6 27BAlibaba60th of 290· 14 boards$0.3→$2.5per Mtok in / out12 selling
• Qwen3.6 35B A3BAlibaba58th of 222· 18 boards$0.05→$0.7per Mtok in / out10 selling
• Qwen3.6 Max PreviewAlibaba53rd of 402· 15 boards$1.03→$6.16per Mtok in / out3 selling
• Qwen3.6 PlusAlibaba48th of 290· 30 boards$0.33→$1.95per Mtok in / out7 selling
• Qwen3.6-FlashAlibaba88th of 290· 13 boards$0.25→$1.5per Mtok in / out, in<=256k lane4 selling
• Qwen3.7 FlashAlibaba78th of 290· 6 boards$0.03→$0.13per Mtok in / out4 selling
• Qwen3.7 MaxAlibaba34th of 402· 38 boards$2.5→$7.5per Mtok in / out11 selling
• R1 Distill Llama 70BDeepSeek23rd of 108· 4 boards$0.38→$0.38per Mtok in / out12 selling
• Seed 1.6ByteDance22nd of 262$0.12→$0.3per Mtok in / out4 selling
• Seed-2.0-LiteByteDance8th of 262$0.089→$0.54per Mtok in / out3 selling
• Seed-2.0-pro20th of 262$0.48→$2.38per Mtok in / out3 selling
• Seed-Coder-8B-ReasoningByteDance Seed
• Seed-OSS-36B-InstructByteDance Seed141st of 290· 3 boards$0.21→$0.57per Mtok in / out1 selling
• Sonar Reasoning ProPerplexity29th of 34$2→$8per Mtok in / out, high lane3 selling
• Step 3.5 FlashStepFun3rd of 61· 2 boards$0.1→$0.31per Mtok in / out8 selling
• Step 3.7 FlashStepFun123rd of 302· 14 boards$0.2→$1.2per Mtok in / out9 selling
• Trinity Large ThinkingArcee AI183rd of 302· 15 boards$0.25→$0.8per Mtok in / out4 selling
• WizardLM-2 8x22BMicrosoft80th of 108· 2 boards$0.48→$0.48per Mtok in / out6 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· 7 boards$0.26→$1.03per Mtok in / out3 selling
• deepseek-llm-67b-chatdeepseek-ai103rd of 108· 4 boards
• deepseek-reasonerDeepSeek14th of 72· 5 boards$0.14→$0.28per Mtok in / out, deepseek lane1 selling
• gemini-2.0-flash-001Google17th of 54· 14 boards$0.1→$0.4per Mtok in / out2 selling
• gemini-3-pro-previewGoogle1st of 10· 49 boards$2→$12per Mtok in / out3 selling
• gemma-2-9b-itGoogle64th of 217· 6 boards$0.12→$0.15per Mtok in / out3 selling
• grok-4-fast-non-reasoningxAI99th of 105$0.2→$0.5per Mtok in / out2 selling
• mistral-small-2503Mistral AI65th of 108· 8 boards$0.1→$0.3per Mtok in / out4 selling
• o1OpenAI3rd of 262· 31 boards$15→$60per Mtok in / out8 selling
• o1-miniOpenAI24th of 108· 19 boards$1.21→$4.84per Mtok in / out1 selling
• o1-proOpenAI22nd of 46· 3 boards$150→$600per Mtok in / out3 selling
• o3OpenAI1st of 22· 52 boards$2→$8per Mtok in / out8 selling
• o3-miniOpenAI4th of 54· 35 boards$1.1→$4.4per Mtok in / out8 selling
• o3-proOpenAI3rd of 72· 15 boards$20→$80per Mtok in / out7 selling
• o4 Mini HighOpenAI1st of 28· 3 boards$1.1→$4.4per Mtok in / out3 selling
• o4-miniOpenAI4th of 108· 48 boards$1.1→$4.4per Mtok in / out7 selling
• open-mistral-7bMistral AI620th of 656· 4 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$0.1→$0.3per Mtok in / out2 selling
• thinkingcap-qwen3.6-27bsference$0.4→$2.6per Mtok in / out, sference lane1 selling