BlogLLM Benchmark Scores as Published, Side by Side
MMMLU: Results as Published
Every result the catalog holds for MMMLU: 38 models from 6 developers, read from 15 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 MultilingualMaintainer OpenAIIntroduced 2024Data version 2026103001, as of 2026-10-30
MMMLU (Multilingual MMLU) is the MMLU test set translated by professional human translators into 14 languages, including Arabic, Bengali, Chinese, Hindi, Japanese, Swahili and Yoruba. It tests the same multiple-choice knowledge questions across 57 subjects in those languages, so it measures knowledge and reasoning in languages other than English.
MMMLU
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.2OpenAI, released 2025-12-11 | 89.6% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 4 more pages | Effort: xhigh |
| GPT-5.1OpenAI, released 2025-11-12 | 89.5% | OpenAI, Introducing GPT-5.2checked 2026-10-15; printed on 1 more page | Effort: high |
| GPT-5OpenAI, released 2025-08-07 | 89.4% | Anthropic, Claude Haiku 4.5checked 2026-10-15; printed on 1 more page | - |
| GPT-5 miniOpenAI, released 2025-08-07 | 86.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| gpt-oss-120bOpenAI, released 2025-08-05 | 78.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| o3OpenAI, released 2025-04-16 | 88.8% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15; printed on 1 more page | - |
| GPT-4.1OpenAI, released 2025-04-14 | 83.7% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15 | - |
| o3-miniOpenAI, released 2025-01-31 | 79.5% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | Effort: high |
| o1OpenAI, released 2024-12-17 | 87.7% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - |
| Claude Opus 4.7Anthropic, released 2026-04-16 | 91.5% | Anthropic, Claude Opus 4.7checked 2026-10-15 | - |
| Claude Sonnet 4.6Anthropic, released 2026-02-17 | 89.3% | Anthropic, Claude Sonnet 4.6checked 2026-10-15; printed on 1 more page | - |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 91.1% | Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 3 more pages | - |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 90.8% | Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 3 more pages | Effort: high |
| Claude Haiku 4.5Anthropic, released 2025-10-15 | 83% | Anthropic, Claude Haiku 4.5checked 2026-10-15 | Effort: thinking budget 128K |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 89.1% | Anthropic, Claude Sonnet 4.5checked 2026-10-15; printed on 4 more pages | Effort: extended thinking (up to 128K) |
| Claude Opus 4.1Anthropic, released 2025-08-05 | 89.5% | Anthropic, Claude Opus 4.1checked 2026-10-15; printed on 2 more pages | Effort: extended thinking, up to 64K |
| Claude Opus 4Anthropic, released 2025-05-22 | 88.8% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15; printed on 1 more page | Effort: extended thinking, up to 64K |
| Claude Sonnet 4Anthropic, released 2025-05-22 | 86.5% | Anthropic, Claude Sonnet 4.5checked 2026-10-15; printed on 3 more pages | Effort: extended thinking (up to 128K) |
| Claude 3.7 SonnetAnthropic, released 2025-02-24 | 86.1% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15; printed on 1 more page | Effort: extended thinking, 64K |
| 83.2% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | Effort: none | |
| Claude 3.5 SonnetAnthropic, released 2024-10-22 | 82.1% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - |
| Gemma 4 12BGoogle, released 2026-04-02 | 83.4% | Google, Gemma 4 model cardchecked 2026-10-15 | - |
| Gemma 4 26B A4BGoogle, released 2026-04-02 | 86.3% | Google, Gemma 4 model cardchecked 2026-10-15 | - |
| Gemma 4 31BGoogle, released 2026-04-02 | 88.4% | Google, Gemma 4 model cardchecked 2026-10-15 | - |
| Gemma 4 E2BGoogle, released 2026-04-02 | 67.4% | Google, Gemma 4 model cardchecked 2026-10-15 | - |
| Gemma 4 E4BGoogle, released 2026-04-02 | 76.6% | Google, Gemma 4 model cardchecked 2026-10-15 | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 92.6% | Google, Gemini 3.1 Pro model cardchecked 2026-10-15; printed on 1 more page | Effort: high |
| Gemini 3 ProGoogle, released 2025-11-18 | 91.8% | Google, Gemini 3.1 Pro model cardchecked 2026-10-15; printed on 4 more pages | Effort: high |
| Gemma 3 27BGoogle, released 2025-03-12 | 70.7% | Google, Gemma 4 model cardchecked 2026-10-15 | Effort: no think |
| DeepSeek-V4-Flash-BaseDeepSeek, released 2026-04-24 | 88.8% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | - |
| DeepSeek-V4-Pro-BaseDeepSeek, released 2026-04-24 | 90.3% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | - |
| DeepSeek-V3.2-BaseDeepSeek, released 2025-12-01 | 87.9% | DeepSeek, DeepSeek-V4-Pro (preview) model cardchecked 2026-10-15 | - |
| Qwen3.5-122B-A10BAlibaba, released 2026-02-24 | 86.7% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3.5-27BAlibaba, released 2026-02-24 | 85.9% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3.5-35B-A3BAlibaba, released 2026-02-24 | 85.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3.5-397B-A17BAlibaba, released 2026-02-16 | 88.5% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | - |
| Qwen3-235B-A22BAlibaba, released 2025-04-29 | 83.4% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
| Qwen3-Max-ThinkingAlibaba | 84.4% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | - |
| Kimi K2.5Moonshot AI, released 2026-01-27 | 86% | Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15 | - |
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.