BlogLLM Benchmark Scores as Published, Side by Side

Global MMLU: Results as Published

Every result the catalog holds for Global MMLU: 18 models from 9 developers, read from 6 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 Cohere Labs (Shivalika Singh and co-authors)Introduced 2024Data version 2026103001, as of 2026-10-30

Global MMLU is a multilingual copy of the MMLU exam questions, with coverage across 42 languages. The questions were machine-translated, then reviewed by compensated professional annotators and community annotators, and a subset is labeled culturally sensitive or culturally agnostic. The dataset card's lite release is balanced, with 200 culturally agnostic and 200 culturally sensitive samples per language, and it includes human translations for 15 languages. The paper reports accuracy, including average accuracy across languages.

Global-MMLU

ModelValuePrinted bySetup as printed
Claude Haiku 5.5Anthropic, released 2026-10-0787.8%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19Effort: max
Claude Sonnet 5.5Anthropic, released 2026-09-2892.1%Anthropic, Claude Sonnet 5.5 System Cardchecked 2026-10-19; printed on 1 more page-
Claude Opus 5.5Anthropic, released 2026-09-2294.3%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25; printed on 2 more pagesEffort: max
Claude Fable 5.1Anthropic, released 2026-09-0194%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 3 more pagesEffort: max
Claude Opus 5Anthropic, released 2026-07-2492.5%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25; printed on 1 more pageEffort: max
Claude Sonnet 5Anthropic, released 2026-06-3089.2%Anthropic, Claude Sonnet 5.5 System Cardchecked 2026-10-19; printed on 2 more pages-
Claude Fable 5Anthropic, released 2026-06-0993.6%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25Effort: max
Kimi K2 BaseMoonshot AI, released 2025-07-1180.7%Xiaomi, Xiaomi MiMo-V2.5-Pro model cardchecked 2026-10-15Harness: 5-shot
MiMo-V2.5 BaseXiaomi, released 2026-04-2777.4%Xiaomi, Xiaomi MiMo-V2.5-Pro model cardchecked 2026-10-15Harness: 5-shot
MiMo-V2.5-Pro BaseXiaomi, released 2026-04-2783.6%Xiaomi, Xiaomi MiMo-V2.5-Pro model cardchecked 2026-10-15Harness: 5-shot

Global-MMLU-Lite

ModelValuePrinted bySetup as printed
GPT-5.6 SolOpenAI, released 2026-07-0991.8%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15Effort: xhigh
Claude Fable 5Anthropic, released 2026-06-0993.3%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15Effort: max
Gemini 3.1 Pro PreviewGoogle, released 2026-02-1992.7%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15Effort: high
DeepSeek-V4-Pro (Preview)DeepSeek, released 2026-04-2489.3%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15-
Kimi K2.6Moonshot AI, released 2026-04-2088.4%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15-
Kimi K2.5Moonshot AI, released 2026-01-2784%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15-
GLM-5.2Z.ai, released 2026-06-1689.2%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15-
Nemotron 3 UltraNVIDIA, released 2026-06-0485.6%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15-
InklingThinking Machines, released 2026-07-1488.7%Thinking Machines, Thinking Machines Inkling model cardchecked 2026-10-15Effort: 0.99

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.