Closed reasoning models
120 in the catalogue today. Every one with what it costs, who sells it and where it stands. 120 in all, a hundred to a page; this is page 2 of 2.
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.
Models whose weights are not published and which are bought through somebody's API. You get the maker's infrastructure, their scale and their uptime, and no way to run the thing yourself or to keep it if it is withdrawn. Most of the strongest models are here, so this is less a choice than a fact about the market; the choice is which seller you buy the same model from, and the catalogue holds their prices side by side.
- Qwen3.6-FlashAlibaba88th of 290· 13 boards$1→$4per Mtok in / out, in-256k-1m 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
- 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
- Sonar Reasoning ProPerplexity29th of 34$2→$8per Mtok in / out, high lane3 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
- 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
- qwen-turboAlibaba56th of 108· 3 boards$0.1→$0.3per Mtok in / out2 selling