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NOVA-63

General QA

NOVA-63 (Native Omni-lingual Versatile Assessments of 63 disciplines) is a multiple-choice benchmark of natively written questions in 14 languages across 63 academic disciplines, built to measure cross-lingual consistency of knowledge. Scores report accuracy; the paper describes two edition sizes, so no fixed item count is asserted.

Top models (higher is better)

ModelScore
Qwen3.5 397B A17B59.1
Opus 4.659.1
Qwen3.7-Max (source unspecified)59.0
Qwen3.7-Plus (source unspecified)58.8
Qwen3.5 122B A10B58.6
Qwen3.5-27B58.1
Qwen3.6 Plus (2026-04-02)57.9
Qwen3.5 35B A3B57.1
Opus 4.556.7
Gemini 3 Pro Preview56.7
Kimi K2.656.7
Kimi K2.556.0
Qwen3.5-9B55.9
Qwen3-235B-A22B55.4
GLM-555.1
GPT-5.254.6
GLM-5.154.6
Qwen3.5-4B54.3
Qwen3 Max Thinking (2026-01-23)54.2
Qwen3-Next-80B-A3B-Thinking53.3
DeepSeek-V4-Pro52.8
Qwen3 30B A3B Thinking 250752.5
GPT-5 Mini51.9
gpt-oss-120b51.1
gpt-oss-20b48.7
Qwen3 4B Thinking 250747.1
Qwen3.5-2B46.4
Qwen3.5-0.8B42.4
Qwen3 1.7B40.3
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