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 1 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.
- AM-Thinking-v1am team
- AgentRLZ.ai1st of 25· 7 boards$0.8→$0.8per Mtok in / out4 selling
- Arcee Trinity Large Thinking$0.25→$0.9per Mtok in / out1 selling
- Claude 2.0Anthropic2nd of 115· 7 boards
- Claude 2.1Anthropic57th of 217· 7 boards
- Claude 3 HaikuAnthropic56th of 217· 15 boards$0.21→$1.1per Mtok in / out5 selling
- Claude 3 OpusAnthropic2nd of 137· 19 boards$15→$75per Mtok in / out2 selling
- Claude 3 SonnetAnthropic49th of 217· 10 boards$3→$15per Mtok in / out1 selling
- Claude 3.5 SonnetAnthropic2nd of 217· 29 boards$3→$15per Mtok in / out4 selling
- Claude 3.7 SonnetAnthropic4th of 81· 30 boards$3→$15per Mtok in / out6 selling
- Claude Fable 5Anthropic1st of 17· 69 boards$10→$50per Mtok in / out14 selling
- Claude Fable 5.1Anthropic1st of 65· 46 boards$10→$50per Mtok in / out16 selling
- Claude Haiku 3.5Anthropic54th of 217· 18 boards$0.8→$4per Mtok in / out3 selling
- Claude Haiku 4.5Anthropic6th of 109· 46 boards$1→$5per Mtok in / out15 selling
- Claude Opus 4Anthropic12th of 262· 46 boards$15→$75per Mtok in / out12 selling
- Claude Opus 4.1Anthropic2nd of 81· 40 boards$15→$75per Mtok in / out10 selling
- Claude Opus 4.5Anthropic1st of 47· 63 boards$5→$25per Mtok in / out13 selling
- Claude Opus 4.6Anthropic1st of 22· 67 boards$5→$25per Mtok in / out13 selling
- Claude Opus 4.7Anthropic1st of 35· 56 boards$5→$25per Mtok in / out16 selling
- Claude Opus 4.8Anthropic1st of 32· 74 boards$5→$25per Mtok in / out15 selling
- Claude Opus 5Anthropic1st of 60· 61 boards$5→$25per Mtok in / out15 selling
- Claude Sonnet 4Anthropic6th of 180· 51 boards$3→$15per Mtok in / out12 selling
- Claude Sonnet 4.5Anthropic2nd of 109· 69 boards$3→$15per Mtok in / out13 selling
- Claude Sonnet 4.6Anthropic1st of 20· 62 boards$3→$15per Mtok in / out18 selling
- Claude Sonnet 5Anthropic1st of 10· 55 boards$2→$10per Mtok in / out15 selling
- Codex miniOpenAI189th of 244· 6 boards$1.5→$6per Mtok in / out1 selling
- Cosmos3-Super-ReasonerNVIDIA
- 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 V3.2 ThinkingDeepSeek115th of 402· 2 boards$0.28→$0.42per Mtok in / out2 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→$2.18per 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-V3DeepSeek2nd of 134· 29 boards$0.2→$0.2per Mtok in / out12 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
- ERNIE-5.0-ThinkingBaidu147th of 302$0.89→$3.56per 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 5.3 FlashZ.ai10th of 150· 29 boards$0.075→$0.25per Mtok in / out13 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
- GLM-5.3Z.ai5th of 155· 34 boards$1.4→$4.4per Mtok in / out18 selling
- GPT 5.1 ThinkingOpenAI93rd of 216· 4 boards$1.25→$10per Mtok in / out1 selling
- GPT 5.1 Thinking (Fast)OpenAI$2.5→$20per Mtok in / out1 selling
- GPT 6 AstraOpenAI1st of 227· 31 boards$10→$50per Mtok in / out11 selling
- GPT OSS 120BOpenAI69th of 290· 33 boards$0.05→$0.2per Mtok in / out29 selling
- GPT OSS 20BOpenAI21st of 61· 17 boards$0.02→$0.1per Mtok in / out20 selling
- GPT-3.5 TurboOpenAI90th of 217· 14 boards$0.5→$1.5per Mtok in / out6 selling
- GPT-3.5 Turbo (1106)OpenAI7th of 134· 10 boards$1→$2per Mtok in / out3 selling
- GPT-4 (0613)OpenAI1st of 9· 19 boards$30→$60per Mtok in / out4 selling
- GPT-4 TurboOpenAI25th of 217· 17 boards$10→$30per Mtok in / out6 selling
- GPT-4.1 fine-tunedOpenAI7th of 81· 30 boards$1.5→$6per Mtok in / out, batch lane3 selling
- GPT-4.1 miniOpenAI27th of 108· 33 boards$0.4→$1.6per Mtok in / out8 selling
- GPT-4.1 nanoOpenAI44th of 108· 29 boards$0.1→$0.4per Mtok in / out8 selling
- GPT-4oOpenAI11th of 47· 9 boards$2.5→$10per Mtok in / out10 selling
- GPT-4o (2024-05-13)OpenAI2nd of 26· 13 boards$5→$15per Mtok in / out6 selling
- GPT-4o (2024-08-06)OpenAI16th of 217· 20 boards$2→$8per Mtok in / out5 selling
- GPT-4o (2024-11-20)OpenAI1st of 217· 29 boards$2→$8per Mtok in / out5 selling
- GPT-4o-mini (2024-07-18)OpenAI1st of 113· 29 boards$0.1→$0.4per Mtok in / out4 selling
- GPT-5OpenAI1st of 72· 68 boards$1.25→$10per Mtok in / out11 selling
- GPT-5 ProOpenAI7th of 46· 15 boards$15→$120per Mtok in / out6 selling
- GPT-5 miniOpenAI3rd of 108· 49 boards$0.25→$2per Mtok in / out13 selling
- GPT-5 nanoOpenAI14th of 108· 36 boards$0.05→$0.4per Mtok in / out12 selling
- GPT-5.1OpenAI2nd of 54· 48 boards$1.25→$10per Mtok in / out7 selling
- GPT-5.2OpenAI1st of 61· 61 boards$1.75→$14per Mtok in / out10 selling
- GPT-5.2 ProOpenAI21st of 205· 10 boards$21→$168per Mtok in / out6 selling
- GPT-5.4OpenAI1st of 25· 69 boards$2.5→$15per Mtok in / out13 selling
- GPT-5.4 ProOpenAI4th of 313· 19 boards$30→$180per Mtok in / out8 selling
- GPT-5.4 miniOpenAI74th of 402· 34 boards$0.75→$4.5per Mtok in / out11 selling
- GPT-5.4 nanoOpenAI2nd of 105· 30 boards$0.2→$1.25per Mtok in / out11 selling
- GPT-5.5OpenAI1st of 32· 78 boards$5→$30per Mtok in / out13 selling
- GPT-5.5 InstantOpenAI32nd of 402· 11 boards$5→$30per Mtok in / out1 selling
- GPT-5.5 ProOpenAI1st of 101· 18 boards$30→$180per Mtok in / out8 selling
- GPT-5.6 LunaOpenAI15th of 290· 40 boards$0.2→$1.2per Mtok in / out13 selling
- GPT-5.6 SolOpenAI1st of 205· 51 boards$4→$20per Mtok in / out13 selling
- GPT-5.6 TerraOpenAI8th of 290· 40 boards$2→$12per Mtok in / out13 selling
- Gemini 2.0 FlashGoogle30th of 217· 8 boards$0.15→$0.6per Mtok in / out1 selling
- Gemini 2.5 FlashGoogle15th of 109· 42 boards$0.15→$0.6per Mtok in / out12 selling
- Gemini 2.5 ProGoogle1st of 8· 55 boards$1.25→$10per Mtok in / out11 selling
- Gemini 2.5 Pro Preview 05-06Google12th of 108· 12 boards$1.25→$10per Mtok in / out2 selling
- Gemini 2.5 Pro Preview 06-05Google4th of 72· 18 boards$1.25→$10per Mtok in / out2 selling
- Gemini 3 Deep ThinkGoogle20th of 244· 5 boards
- Gemini 3 FlashGoogle33rd of 402· 13 boards$0.5→$3per Mtok in / out2 selling
- Gemini 3 Flash PreviewGoogle5th of 262· 47 boards$0.5→$3per Mtok in / out10 selling