Open-weight reasoning models
89 in the catalogue today. Every one with what it costs, who sells it and where it stands.
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.
Weights published under a licence that lets you run them where you like and sell what you build — Apache 2.0, MIT and their kin impose little beyond keeping the notice. This is the list to start from if you need the model on your own hardware, in your own region, or simply want no third party between you and it. The trade is that hosting is now your problem, and the prices shown beside each one are what somebody else charges to do it for you.
- AM-Thinking-v1am team
- DASD-4B-ThinkingAlibaba Cloud Apsara Lab
- DeepSeek R1 0528 Qwen3 8BDeepSeek196th of 290· 3 boards$0.06→$0.09per Mtok in / out1 selling
- DeepSeek R1 Distill QWEN 14BDeepSeek28th of 108· 5 boards$0.07→$0.07per Mtok in / out5 selling
- DeepSeek R1 Distill QWEN 32BDeepSeek170th of 290· 6 boards$0.27→$0.27per Mtok in / out6 selling
- DeepSeek V3.2 ExpDeepSeek1st of 16· 18 boards$0.21→$0.32per Mtok in / out8 selling
- DeepSeek V4 FlashDeepSeek22nd of 128· 14 boards$0.44→$1.32per Mtok in / out16 selling
- DeepSeek V4 Flash (0731)DeepSeek28th of 313· 35 boards$0.055→$0.11per Mtok in / out18 selling
- DeepSeek V4 ProDeepSeek26th of 290· 29 boards$1.32→$3.96per Mtok in / out21 selling
- DeepSeek V4 Pro 0813DeepSeek14th of 290· 23 boards$0.58→$1.74per Mtok in / out17 selling
- DeepSeek v3.2DeepSeek1st of 47· 34 boards$0.21→$0.31per Mtok in / out19 selling
- DeepSeek-R1DeepSeek7th of 54· 25 boards$0.5→$3per Mtok in / out19 selling
- DeepSeek-R1 (0528)DeepSeek9th of 108· 28 boards$0.25→$0.25per Mtok in / out12 selling
- DeepSeek-R1-Distill-Qwen-1.5BDeepSeek229th of 290· 3 boards$0.09→$0.09per Mtok in / out3 selling
- DeepSeek-V3 0324DeepSeek11th of 54· 18 boards$0.2→$0.6per Mtok in / out15 selling
- DeepSeek-V3.1DeepSeek19th of 105· 15 boards$0.25→$0.95per Mtok in / out18 selling
- DeepSeek-V3.2-SpecialeDeepSeek6th of 61· 3 boards$0.28→$0.42per Mtok in / out2 selling
- ERNIE-4.5-21B-A3B-ThinkingBaidu$0.5→$2per Mtok in / out2 selling
- ERNIE-4.5-VL-28B-A3B-ThinkingBaidu$0.39→$0.39per Mtok in / out1 selling
- GLM 5.1Z.ai1st of 152· 47 boards$1.4→$4.4per Mtok in / out21 selling
- GLM 5.2Z.ai5th of 60· 57 boards$1.4→$4.4per Mtok in / out24 selling
- GLM-4.5Z.ai12th of 61· 12 boards$0.6→$2.2per Mtok in / out11 selling
- GLM-4.5-AirZ.ai182nd of 402· 11 boards$0.2→$1.1per Mtok in / out12 selling
- GLM-4.6Z.ai4th of 109· 27 boards$0.6→$2.2per Mtok in / out16 selling
- GLM-4.7Z.ai83rd of 402· 34 boards$0.6→$2.2per Mtok in / out19 selling
- GLM-4.7 FlashZ.ai65th of 150· 12 boards$0.06→$0.4per Mtok in / out11 selling
- GLM-5Z.ai5th of 61· 43 boards$1→$3.2per Mtok in / out20 selling
- GPT OSS 120BOpenAI69th of 290· 33 boards$0.05→$0.25per Mtok in / out29 selling
- GPT OSS 20BOpenAI21st of 61· 17 boards$0.02→$0.1per Mtok in / out20 selling
- Gemma 4 31BGoogle37th of 123· 17 boards$0.09→$0.34per Mtok in / out15 selling
- Granite 4.0 MicroIBM watsonx.ai195th of 222· 4 boards$0.017→$0.11per Mtok in / out2 selling
- InklingThinking Machines Lab55th of 313· 36 boards$1→$4.05per Mtok in / out12 selling
- Inkling SmallThinking Machines Lab51st of 313· 21 boards$0.3→$1.2per Mtok in / out8 selling
- Kimi-VL-A3B-ThinkingMoonshot AI
- Kimi-VL-A3B-Thinking-2506Moonshot AI
- LongCat-Flash-ThinkingMeituan LongCat
- Mellum2-12B-A2.5B-ThinkingJetBrains
- MiniCPM5-1B-Claude-Opus-Fable5-ThinkingGnLOLot
- Mistral-7B-Instruct-v0.3Mistral AI119th of 217· 6 boards$0.2→$0.2per Mtok in / out2 selling
- Mixtral-8x7B-Instruct-v0.1Mistral AI71st of 81· 4 boards$0.54→$0.54per Mtok in / out2 selling
- NuMarkdown-8B-ThinkingNuMind
- OpenReasoning-Nemotron-32BNVIDIA8th of 28$2.72→$4.8per Mtok in / out1 selling
- Ouro-2.6B-ThinkingByteDance
- Phi-3-medium-128k-instructMicrosoft3rd of 70· 10 boards$0.17→$0.68per Mtok in / out1 selling
- Phi-4Microsoft4th of 105· 12 boards$0.07→$0.14per Mtok in / out6 selling
- Phi-4-mini-flash-reasoningMicrosoft
- Phi-4-mini-reasoningMicrosoft$0.075→$0.3per Mtok in / out1 selling
- Phi-4-reasoning-vision-15BMicrosoft
- QwQ-32BAlibaba6th of 54· 8 boards$0.18→$0.2per Mtok in / out7 selling
- Qwen 3.7 PlusAlibaba13th of 110· 26 boards$1.2→$4.8per Mtok in / out, in-256k-1m lane10 selling
- Qwen2.5 7B InstructAlibaba62nd of 217· 8 boards$0.04→$0.1per Mtok in / out8 selling
- Qwen3 14BAlibaba17th of 105· 11 boards$0.07→$0.28per Mtok in / out8 selling
- Qwen3 235B A22BAlibaba11th of 49· 20 boards$0.18→$0.54per Mtok in / out10 selling
- Qwen3 235B A22B Thinking 2507Alibaba11th of 42· 24 boards$0.13→$0.6per Mtok in / out12 selling
- Qwen3 30B A3BAlibaba153rd of 290· 13 boards$0.051→$0.34per Mtok in / out11 selling
- Qwen3 30B A3B Instruct 2507Alibaba154th of 290· 6 boards$0.048→$0.19per Mtok in / out8 selling
- 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 Next 80B A3B ThinkingAlibaba49th of 105· 2 boards$0.15→$1.2per Mtok in / out9 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
- Qwen3-4B-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-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
- Qwen3.6 27BAlibaba60th of 290· 14 boards$0.3→$3.2per Mtok in / out12 selling
- Qwen3.6 35B A3BAlibaba58th of 222· 18 boards$0.05→$0.7per Mtok in / out10 selling
- R1 Distill Llama 70BDeepSeek23rd of 108· 4 boards$0.38→$0.38per Mtok in / out12 selling
- Seed-Coder-8B-ReasoningByteDance Seed
- Seed-OSS-36B-InstructByteDance Seed141st of 290· 3 boards$0.21→$0.57per Mtok in / out1 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
- 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
- phi-4-reasoning-plusMicrosoft$0.07→$0.35per Mtok in / out2 selling
- thinkingcap-qwen3.6-27bsference$0.4→$2.6per Mtok in / out, sference lane1 selling