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| Rank | Model | Provider | Score | Reasoning settings tested | By game | Cost / player | Last tested | Status |
|---|---|---|---|---|---|---|---|---|
| 1 | GPT-6 Astra | OpenAI | 79.4 | XHigh93.1Medium76.6Low68.5 | $0.65 | 2026-10-06 | Complete | |
| 2 | Claude Opus 5.5 | Anthropic | 77.6 | XHigh90.7Medium82.9Low59.3 | $0.81 | 2026-10-06 | Complete | |
| 3 | Claude Fable 5.1 | Anthropic | 76.1 | XHigh88.3Medium71.5Low68.6 | $2.32 | 2026-10-06 | Complete | |
| 4 | GPT-6.1 Sol | OpenAI | 73.6 | XHigh87.7Medium73.6Low59.6 | $0.13 | 2026-10-06 | Complete | |
| 5 | Claude Opus 5 | Anthropic | 59.1 | XHigh68.8Medium56.2None52.3 | $0.70 | 2026-10-06 | Complete | |
| 6 | GPT-6 Sol | OpenAI | 58.2 | XHigh69.1Medium58.6None47.0 | $0.11 | 2026-10-06 | Complete | |
| 7 | Grok 4.7 | xAI | 57.1 | XHigh66.8Medium65.3Low39.2 | $0.42 | 2026-10-06 | Complete | |
| 8 | GLM-5.3 | Zhipu | 53.6 | Max71.5High54.9Low34.4 | $0.20 | 2026-10-06 | Partial 3/3 | |
| 9 | GPT-5.6 Sol | OpenAI | 51.0 | XHigh64.2Medium49.0None39.7 | $0.38 | 2026-10-06 | Complete | |
| 10 | Claude Fable 5 | Anthropic | 49.8 | XHigh58.3Medium48.5Low42.7 | $0.76 | 2026-10-06 | Complete | |
| 11 | Claude Sonnet 5.5 | Anthropic | 49.4 | XHigh83.6Medium36.4Low28.1 | $0.22 | 2026-10-06 | Complete | |
| 12 | MiMo-V2.6-Pro | Xiaomi | 47.6 | Enabled59.1None36.1 | $0.04 | 2026-10-06 | Partial 2/3Intensive not supported | |
| 13 | Grok 4.6 | xAI | 43.8 | XHigh48.5Medium52.9Low30.0 | $0.13 | 2026-10-06 | Complete | |
| 14 | GPT-5.4 | OpenAI | 43.4 | XHigh55.5Medium41.7None32.9 | $0.63 | 2026-10-06 | Complete | |
| 15 | Gemini 3.8 Flash | 43.0 | High47.2Medium42.9Low38.8 | $0.08 | 2026-10-06 | Complete | ||
| 16 | Muse Spark 1.3 | Other | 42.6 | XHigh52.2Medium47.5Minimal28.1 | $0.08 | 2026-10-06 | Partial 3/3 | |
| 17 | GLM-5.3 Flash | Zhipu | 41.4 | Max44.7High45.7Low33.9 | $0.0081 | 2026-10-06 | Complete | |
| 18 | Grok 4.5 | xAI | 41.0 | High45.4Medium43.8Low33.6 | $0.07 | 2026-10-06 | Complete | |
| 19 | GLM-5.3 FlashX | Zhipu | 40.8 | Max50.9High35.6Low35.8 | $0.03 | 2026-10-06 | Complete | |
| 20 | Claude Opus 4.8 | Anthropic | 40.6 | XHigh54.1Medium33.8None33.8 | $0.44 | 2026-10-06 | Complete | |
| 21 | Hy4 Preview | Tencent | 40.3 | High47.8Low43.1None30.2 | $0.09 | 2026-10-06 | Complete | |
| 22 | Qwen3.8 Max 0902 | Alibaba | 39.9 | XHigh54.3Medium31.9Low33.6 | $0.19 | 2026-10-06 | Partial 3/3 | |
| 23 | Qwen3.8 2.4t A95B | Alibaba | 38.5 | XHigh49.9Medium29.2Low36.3 | $0.23 | 2026-10-06 | Complete | |
| 24 | Ox Alpha | Other | 38.5 | Max52.2High33.9Low29.4 | $0.00 | 2026-10-06 | Complete | |
| 25 | MiMo-V2.6-Flash | Xiaomi | 38.2 | Enabled43.5None32.9 | $0.01 | 2026-10-06 | Partial 2/3Intensive not supported | |
| 26 | GPT-4.1 Nano | OpenAI | 38.1 | Reasoning38.1 | $0.0023 | 2026-10-06 | Partial 1/3Intensive not supportedBalanced not supported | |
| 27 | Gemini 3.6 Flash | 37.8 | High46.5Medium39.8Minimal27.0 | $0.26 | 2026-10-06 | CompleteMany programs failed | ||
| 28 | DeepSeek V4.1 Flash | DeepSeek | 37.5 | Max49.5High38.8None24.3 | $0.02 | 2026-10-06 | Complete | |
| 29 | GPT-5.5 | OpenAI | 37.3 | XHigh50.9Medium35.7None25.2 | $1.11 | 2026-10-06 | Complete | |
| 30 | Ember-1 | Other | 36.7 | Max46.1High37.9None26.2 | $0.17 | 2026-10-06 | Complete | |
| 31 | Gemini 3.5 Flash | 36.6 | High45.8Medium39.9Minimal24.1Low24.1Minimal24.0Low27.9 | $0.18 | 2026-10-06 | Partial 3/3 | ||
| 32 | Kimi K3 | Moonshot | 35.3 | Max33.7High33.8Low38.3 | $0.30 | 2026-10-06 | Partial 3/3Many programs needed repairMany programs failed | |
| 33 | Muse Spark 1.2 | Other | 35.2 | XHigh40.3Medium36.4Minimal28.9 | $0.05 | 2026-10-06 | Partial 3/3 | |
| 34 | Qwen3.8 Max | Alibaba | 34.9 | XHigh36.7Medium34.8Minimal33.3 | $0.19 | 2026-10-06 | Complete | |
| 35 | Claude Opus 4.5 | Anthropic | 34.4 | High33.4Budgeted33.4Medium36.2Budgeted36.2None33.7Historical32.0 | $0.25 | 2026-10-06 | Complete | |
| 36 | Claude Sonnet 5 | Anthropic | 33.1 | XHigh40.1Medium30.2None29.0 | $0.16 | 2026-10-06 | Complete | |
| 37 | Qwen3.8 Flash | Alibaba | 33.0 | Enabled42.5None23.4 | $0.02 | 2026-10-06 | Partial 2/3Intensive not supported | |
| 38 | GPT-5.6 Terra | OpenAI | 32.8 | XHigh37.9Medium34.4None26.1 | $0.19 | 2026-10-06 | Complete | |
| 39 | DeepSeek V4 Pro | DeepSeek | 32.7 | XHigh34.3High37.7None26.1 | $0.06 | 2026-10-06 | CompleteMany programs needed repairMany programs failed | |
| 40 | Gemini 3.1 Pro Preview | 32.7 | High49.3Medium28.8Low19.9 | $0.15 | 2026-10-06 | Complete | ||
| 41 | DeepSeek V4 Pro 0813 | DeepSeek | 32.4 | Max39.3High31.5None26.4 | $0.10 | 2026-10-06 | CompleteMany programs failed | |
| 42 | GPT-6 Luna | OpenAI | 32.1 | XHigh42.2Medium30.6None23.6 | $0.0061 | 2026-10-06 | Partial 3/3 | |
| 43 | Qwen3.8 27B | Alibaba | 30.8 | XHigh43.6Medium34.2None14.6 | $0.09 | 2026-10-06 | Partial 3/3Many programs failed | |
| 44 | GPT-5 | OpenAI | 30.3 | High34.1Medium30.5Low26.3 | $0.19 | 2026-10-06 | Partial 3/3Many programs failed | |
| 45 | Qwen3.7 Max | Alibaba | 30.2 | Enabled30.9None29.5 | $0.06 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs needed repair | |
| 46 | GLM-5.2 | Zhipu | 30.1 | XHigh29.7High33.3Medium33.3High35.9Medium30.6None27.2Reasoning30.9Reasoning23.4 | $0.10 | 2026-10-06 | CompleteMany programs needed repair | |
| 47 | MiMo-V2.5-Pro | Xiaomi | 29.8 | Enabled34.4None25.2 | $0.08 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs needed repairMany programs failed | |
| 48 | o3 | OpenAI | 29.8 | High33.3Medium33.8Low22.1 | $0.08 | 2026-10-06 | Partial 3/3Many programs failed | |
| 49 | Kimi K2.7 Code | Moonshot | 28.4 | Enabled28.4 | $0.16 | 2026-10-06 | Partial 1/3Intensive not supportedBaseline not supportedMany programs needed repairMany programs failed | |
| 50 | GPT-5.6 Luna | OpenAI | 28.4 | XHigh38.2Medium30.1None16.9 | $0.01 | 2026-10-06 | Complete | |
| 51 | GPT-4.1 | OpenAI | 27.7 | None27.7 | $0.06 | 2026-10-06 | Partial 1/3Intensive not supportedBalanced not supported | |
| 52 | Space Bunny Alpha | Other | 26.9 | XHigh34.4Medium26.8Low19.5 | $0.00 | 2026-10-06 | CompleteMany programs needed repairMany programs failed | |
| 53 | Seed 2.0 Code | ByteDance | 26.7 | High28.1Medium29.8Low22.1 | $0.04 | 2026-10-06 | CompleteMany programs needed repair | |
| 54 | GPT-5.4 Mini | OpenAI | 26.4 | Medium33.7None19.0 | $0.22 | 2026-10-06 | Partial 2/3Missing Intensive | |
| 55 | GPT-5.4 Nano | OpenAI | 25.8 | Medium27.7None24.0 | $0.03 | 2026-10-06 | Partial 2/3Missing IntensiveMany programs failed | |
| 56 | DeepSeek V4 Flash | DeepSeek | 25.3 | XHigh26.4High24.2Medium24.2High29.8Medium19.5None25.2 | $0.0041 | 2026-10-06 | Complete | |
| 57 | Gemini 3.5 Flash Lite | 24.8 | High25.8Medium20.4Minimal28.4 | $0.04 | 2026-10-06 | Complete | ||
| 58 | Qwen3.7 Plus | Alibaba | 24.6 | Enabled32.7None16.6 | $0.03 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs needed repairMany programs failed | |
| 59 | Laguna S 2.1 | Other | 24.2 | Enabled20.2None28.3 | $0.0032 | 2026-10-06 | Partial 2/3Intensive not supported | |
| 60 | Hy3 Preview | Tencent | 24.2 | High26.9None21.6 | $0.0023 | 2026-10-06 | Partial 2/3Missing BalancedMany programs failed | |
| 61 | Grok Build 0.1 | xAI | 24.1 | Enabled24.1 | $0.06 | 2026-10-06 | Partial 1/3Intensive not supportedBaseline not supportedMany programs needed repair | |
| 62 | Step 3.7 Flash | StepFun | 23.5 | High23.8Medium19.8Low26.9 | $0.04 | 2026-10-06 | Partial 3/3Many programs needed repairMany programs failed | |
| 63 | Gemma 4 31B | 23.1 | Enabled25.2None20.9 | $0.0045 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs needed repairMany programs failed | ||
| 64 | GPT-OSS 120B | OpenAI | 22.3 | High24.8Medium21.3Low20.8 | $0.0033 | 2026-10-06 | CompleteMany programs failed | |
| 65 | LongCat 2.0 | Other | 22.3 | Enabled21.6None22.9 | $0.05 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs failed | |
| 66 | Muse Glimmer 30B | Other | 22.1 | XHigh24.7Medium21.2Low20.2 | $0.01 | 2026-10-06 | CompleteMany programs failed | |
| 67 | Nemotron 3 Ultra 550B A55B | NVIDIA | 21.9 | High19.0Medium23.6None23.0 | $0.03 | 2026-10-06 | Partial 3/3Many programs needed repairMany programs failed | |
| 68 | Inkling Small | Other | 21.7 | Max25.0Medium20.1None20.0 | $0.02 | 2026-10-06 | Complete | |
| 69 | Minimax M3 | MiniMax | 21.3 | Enabled17.1None25.5 | $0.05 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs needed repairMany programs failed | |
| 70 | Inkling | Other | 20.8 | Max21.1Medium17.4None23.9 | $0.13 | 2026-10-06 | Partial 3/3Many programs failed | |
| 71 | MiMo-V2.5 | Xiaomi | 20.4 | High19.3Enabled20.5Medium20.5Reasoning22.6Medium17.7None21.4Reasoning24.9Reasoning22.6 | $0.02 | 2026-10-06 | Partial 3/3Many programs needed repairMany programs failed | |
| 72 | North Mini Code | Other | 17.8 | Enabled21.2None14.3 | $0.00 | 2026-08-05 | Partial 2/3Missing IntensiveMany programs failed | |
| 73 | Mercury 2.5 Preview | Other | 17.4 | High16.3Medium15.5None20.4 | $0.0012 | 2026-10-06 | CompleteMany programs failed | |
| 74 | Mistral Medium 3.5 | Mistral | 17.3 | High20.9None13.8 | $0.12 | 2026-10-06 | Partial 2/3Balanced not supportedMany programs needed repair | |
| 75 | Nex N2 Pro | Nex AGI | 16.9 | Enabled15.8None18.1 | $0.13 | 2026-10-06 | Partial 2/3Intensive not supportedMany programs needed repairMany programs failed | |
| 76 | Gemini 3.1 Flash Lite | 16.8 | High19.0Medium19.2None12.1 | $0.01 | 2026-10-06 | Partial 3/3Many programs needed repairMany programs failed | ||
| 77 | Ling 3.0 Flash | InclusionAI | 14.7 | Enabled15.3None14.1 | $0.00 | 2026-08-05 | Partial 2/3Missing IntensiveMany programs failed | |
| 78 | Granite 4.2 8B | Other | 8.1 | Full9.3Low6.9 | $0.0040 | 2026-10-06 | Partial 2/3Missing BaselineMany programs failed |