BlogLLM Benchmark Scores as Published, Side by Side
HMMT: Results as Published
Every result the catalog holds for HMMT: 58 models from 10 developers, read from 20 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.
Area Science and MathMaintainer Harvard-MIT Mathematics Tournament (student organizers at Harvard and MIT)Data version 2026103001, as of 2026-10-30
HMMT is a long-running high-school mathematics competition held twice a year, in November and February, with the February tournament the harder of the two. As a benchmark, the problems of one tournament (release pages name the February 2025 contest) are given to a model, and the score is the share of problems answered correctly, usually without tools.
HMMT February 2025
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.2OpenAI, released 2025-12-11 | 99.4% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 2 more pages | Effort: xhigh; Tools: none |
| GPT-5.2 ProOpenAI, released 2025-12-11 | 100% | OpenAI, Introducing GPT-5.2checked 2026-10-15 | Effort: xhigh; Tools: none |
| GPT-5.1OpenAI, released 2025-11-12 | 96.3% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 1 more page | Effort: high; Tools: none |
| GPT-5OpenAI, released 2025-08-07 | 93.3% | OpenAI, Introducing GPT-5checked 2026-10-15; printed on 3 more pages | Effort: high; Tools: no tools |
| 96.7% | OpenAI, Introducing GPT-5checked 2026-10-15 | Effort: high; Tools: python | |
| GPT-5 miniOpenAI, released 2025-08-07 | 89.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| GPT-5 ProOpenAI, released 2025-08-07 | 100% | OpenAI, Introducing GPT-5checked 2026-10-15; printed on 1 more page | Effort: high; Tools: python |
| gpt-oss-120bOpenAI, released 2025-08-05 | 90% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| o3OpenAI, released 2025-04-16 | 93.3% | OpenAI, Introducing GPT-5checked 2026-10-15 | Effort: high; Tools: python |
| GPT-4.1OpenAI, released 2025-04-14 | 19.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| o3-miniOpenAI, released 2025-01-31 | 53.3% | DeepSeek, DeepSeek-R1-0528 model cardchecked 2026-10-15 | Effort: medium |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 92.9% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages | - |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 79.2% | DeepSeek, DeepSeek-V3.2 model cardchecked 2026-10-15; printed on 2 more pages | - |
| Claude Opus 4Anthropic, released 2025-05-22 | 15.9% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | Effort: no extended thinking |
| Claude Sonnet 4Anthropic, released 2025-05-22 | 15.9% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | Effort: no extended thinking |
| Gemma 4 26B A4BGoogle, released 2026-04-02 | 91.7% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15 | - |
| Gemma 4 31BGoogle, released 2026-04-02 | 88.7% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15; printed on 1 more page | - |
| Gemini 3 ProGoogle, released 2025-11-18 | 97.3% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 3 more pages | - |
| Gemini 2.5 FlashGoogle, released 2025-05-20 | 64.2% | DeepSeek, DeepSeek-R1-0528 model cardchecked 2026-10-15; printed on 1 more page | Effort: thinking |
| Grok 4xAI, released 2025-07-09 | 96.7% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Harness: heavy mode: 8 parallel trajectories, aggregated; Tools: enabled; python |
| 93.9% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Tools: enabled; python | |
| 90% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Tools: none | |
| DeepSeek-V3.2DeepSeek, released 2025-12-01 | 90.2% | DeepSeek, DeepSeek-V3.2 model cardchecked 2026-10-15; printed on 2 more pages | Effort: thinking |
| DeepSeek-V3.2-SpecialeDeepSeek, released 2025-12-01 | 99.2% | DeepSeek, DeepSeek-V3.2 model cardchecked 2026-10-15 | - |
| DeepSeek-V3.2-ExpDeepSeek, released 2025-09-29 | 83.6% | DeepSeek, DeepSeek-V3.2-Exp model cardchecked 2026-10-15; printed on 1 more page | Tools: none |
| DeepSeek-V3.1-TerminusDeepSeek, released 2025-09-22 | 86.1% | DeepSeek, DeepSeek-V3.2-Exp model cardchecked 2026-10-15 | Tools: none |
| DeepSeek-R1-0528DeepSeek, released 2025-05-28 | 79.4% | DeepSeek, DeepSeek-R1-0528 model cardchecked 2026-10-15 | - |
| DeepSeek-R1-0528-Qwen3-8BDeepSeek, released 2025-05-28 | 61.5% | DeepSeek, DeepSeek-R1-0528 model cardchecked 2026-10-15 | - |
| DeepSeek-V3-0324DeepSeek, released 2025-03-24 | 27.5% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| DeepSeek-R1DeepSeek, released 2025-01-20 | 41.7% | DeepSeek, DeepSeek-R1-0528 model cardchecked 2026-10-15 | - |
| Qwen3.6-27BAlibaba, released 2026-04-22 | 93.8% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15 | - |
| Qwen3.6-35B-A3BAlibaba, released 2026-04-16 | 90.7% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3.5-122B-A10BAlibaba, released 2026-02-24 | 91.4% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3.5-27BAlibaba, released 2026-02-24 | 92% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
| Qwen3.5-35B-A3BAlibaba, released 2026-02-24 | 89% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3.5-397B-A17BAlibaba, released 2026-02-16 | 94.8% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3-235B-A22BAlibaba, released 2025-04-29 | 85.1% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
| Qwen3-Max-ThinkingAlibaba | 98% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | - |
| Kimi K2.5Moonshot AI, released 2026-01-27 | 95.4% | Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15; printed on 1 more page | - |
| Kimi K2 ThinkingMoonshot AI, released 2025-11-06 | 89.4% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15; printed on 1 more page | Effort: thinking; Tools: none |
| 95.1% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Effort: thinking; Tools: enabled; python | |
| 97.5% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Effort: thinking; Harness: heavy mode: 8 parallel trajectories, aggregated; Tools: enabled; python | |
| Kimi K2 Instruct 0905Moonshot AI, released 2025-09-05 | 38.8% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Tools: none |
| 70.4% | Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15 | Tools: enabled; python | |
| Kimi K2 InstructMoonshot AI, released 2025-07-11 | 38.8% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| GLM-4.7Z.ai, released 2025-12-22 | 97.1% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| GLM-4.6Z.ai, released 2025-09-30 | 89.2% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| Phi-4-reasoning-plusMicrosoft, released 2025-04-30 | 53.6% | DeepSeek, DeepSeek-R1-0528 model cardchecked 2026-10-15 | - |
HMMT November 2025
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.5OpenAI, released 2026-04-23 | 96.5% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| GPT-5.4OpenAI, released 2026-03-05 | 95.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| GPT-5.2OpenAI, released 2025-12-11 | 100% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page | - |
| GPT-5OpenAI, released 2025-08-07 | 89.2% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | Effort: high |
| GPT-5 miniOpenAI, released 2025-08-07 | 84.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| gpt-oss-120bOpenAI, released 2025-08-05 | 90% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Claude Opus 4.8Anthropic, released 2026-05-28 | 96.5% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 96.3% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 93.3% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages | - |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 81.7% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| Gemma 4 26B A4BGoogle, released 2026-04-02 | 87.5% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15 | - |
| Gemma 4 31BGoogle, released 2026-04-02 | 87.5% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15; printed on 1 more page | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 94.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15; printed on 1 more page | - |
| Gemini 3 ProGoogle, released 2025-11-18 | 93.3% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages | - |
| DeepSeek-V4-Pro (Preview)DeepSeek, released 2026-04-24 | 94.4% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| DeepSeek-V3.2DeepSeek, released 2025-12-01 | 90.2% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 2 more pages | - |
| Qwen3.6-27BAlibaba, released 2026-04-22 | 90.7% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15 | - |
| Qwen3.6-35B-A3BAlibaba, released 2026-04-16 | 89.1% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3.6-PlusAlibaba, released 2026-04-02 | 94.6% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| Qwen3.5-122B-A10BAlibaba, released 2026-02-24 | 90.3% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3.5-27BAlibaba, released 2026-02-24 | 89.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
| Qwen3.5-35B-A3BAlibaba, released 2026-02-24 | 89.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3.5-397B-A17BAlibaba, released 2026-02-16 | 92.7% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3-235B-A22BAlibaba, released 2025-04-29 | 89.5% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3-Max-ThinkingAlibaba | 94.7% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | - |
| Qwen3.7-MaxAlibaba | 95% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| Kimi K2.5Moonshot AI, released 2026-01-27 | 91.1% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages | - |
| Kimi K2 ThinkingMoonshot AI, released 2025-11-06 | 89.2% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| GLM-5.2Z.ai, released 2026-06-16 | 94.4% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| GLM-5.1Z.ai, released 2026-04-07 | 94% | Z.ai, GLM-5.1 model cardchecked 2026-10-15; printed on 1 more page | - |
| GLM-5Z.ai, released 2026-02-12 | 96.9% | Z.ai, GLM-5 model cardchecked 2026-10-15; printed on 1 more page | - |
| GLM-4.7Z.ai, released 2025-12-22 | 93.5% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
| GLM-4.6Z.ai, released 2025-09-30 | 87.7% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| MiniMax M3MiniMax, released 2026-06-01 | 84.4% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| MiniMax M2.7MiniMax, released 2026-03-18 | 81% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
HMMT February 2026
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.5OpenAI, released 2026-04-23 | 96.7% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| GPT-5.4OpenAI, released 2026-03-05 | 97.7% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15; printed on 2 more pages | Effort: xhigh |
| Claude Opus 4.8Anthropic, released 2026-05-28 | 96.7% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 96.2% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15; printed on 2 more pages | Effort: max |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 85.3% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15 | - |
| Gemma 4 26B A4BGoogle, released 2026-04-02 | 79% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15 | - |
| Gemma 4 31BGoogle, released 2026-04-02 | 77.2% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15; printed on 1 more page | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 94.7% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15; printed on 3 more pages | Effort: high |
| DeepSeek-V4-Flash (Preview)DeepSeek, released 2026-04-24 | 40.8% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: non-think |
| 91.9% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: high | |
| 94.8% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: max | |
| DeepSeek-V4-Pro (Preview)DeepSeek, released 2026-04-24 | 31.7% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15; printed on 2 more pages | Effort: non-think |
| 94% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: high | |
| 95.2% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | Effort: max | |
| DeepSeek-V3.2DeepSeek, released 2025-12-01 | 79.9% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| Qwen3.6-27BAlibaba, released 2026-04-22 | 84.3% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15 | - |
| Qwen3.6-35B-A3BAlibaba, released 2026-04-16 | 83.6% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3.6-PlusAlibaba, released 2026-04-02 | 87.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| Qwen3.5-27BAlibaba, released 2026-02-24 | 84.3% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15; printed on 1 more page | - |
| Qwen3.5-35B-A3BAlibaba, released 2026-02-24 | 78.7% | Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15 | - |
| Qwen3.5-397B-A17BAlibaba, released 2026-02-16 | 87.9% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15 | - |
| Qwen3.7-MaxAlibaba | 97.1% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| Kimi K2.6Moonshot AI, released 2026-04-20 | 92.7% | Moonshot AI, Kimi K2.6 model cardchecked 2026-10-15; printed on 2 more pages | - |
| Kimi K2.5Moonshot AI, released 2026-01-27 | 87.1% | Moonshot AI, Kimi K2.6 model cardchecked 2026-10-15; printed on 1 more page | - |
| GLM-5.2Z.ai, released 2026-06-16 | 92.5% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| GLM-5.1Z.ai, released 2026-04-07 | 82.6% | Z.ai, GLM-5.1 model cardchecked 2026-10-15; printed on 3 more pages | - |
| GLM-5Z.ai, released 2026-02-12 | 82.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| MiniMax M3MiniMax, released 2026-06-01 | 84.4% | Z.ai, GLM-5.2 model cardchecked 2026-10-15 | - |
| MiniMax M2.7MiniMax, released 2026-03-18 | 72.7% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| MAI-Thinking-1Microsoft, released 2026-08-12 | 84.9% | Microsoft, Microsoft AI: Introducing MAI-Thinking-1checked 2026-10-19; printed on 1 more page | - |
Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.