LLM Benchmarks — Scores, Methodology & Live Rankings
What each benchmark measures, how models score, and the current rankings
MMLU-ProX
Multilingual
MMLU-ProX - multilingual extended MMLU benchmark, average across en/de/fr/es/it/ja/zh/hi/pt/ko.
WMT24++ (en→xx)
Multilingual
WMT24++ (en→xx) - machine translation benchmark, English to other languages.
Global PIQA
Multilingual
Global PIQA - physical reasoning benchmark across multiple languages and cultures.
MAXIFE
Multilingual
MAXIFE - multilingual instruction following benchmark. Reports accuracy on English + multilingual original prompts (23 settings total).
MMMLU
Multilingual
MMMLU - Multilingual MMLU benchmark evaluating knowledge across multiple languages.
CoVoST
Multilingual
CoVoST - Conversational Voice Translation benchmark for speech-to-text translation across multiple languages.
FLEURS
Multilingual
FLEURS - Few-shot Learning Evaluation of Universal Representations of Speech. Lower is better (error rate).
IndicGenBench
Multilingual
IndicGenBench - multilingual generation benchmark for Indic languages.
BPoMP
Multilingual
BPoMP (Best Prompt of Multiple Problems): multi-prompt prompt-selection eval, scored as accuracy on a 0-100 scale in Cloudflare's internal Decision Index 0.2...
Chatbot Korean (internal)
Multilingual
KRAFTON internal benchmark measuring Korean colloquial ability in chatbot conversations across diverse situations; not publicly released. Reported on the KRA...
MMMB
Multilingual
MMMB as evaluated on the LFM3-VL-2B card (vision benchmark, with-thinking setting): Multilingual category, with-thinking column. Multilingual MMMU (MMMB); do...
Multilingual MMBench
Multilingual
Multilingual MMBench as evaluated on the LFM3-VL-2B card (vision benchmark, with-thinking setting): Multilingual category, with-thinking column. Multilingual...
Global-MMLU-Lite
Multilingual
Global-MMLU-Lite - multilingual MMLU subset by Cohere For AI.