German Language LLM Index
a PeerBench project

Individual experiment result

MMLU-ProX (DE)

Gemini 3.7 Flash Google

Exact match reasoning on / locked provider-internal
88.2%
Exact match

Run details

Date
2026-08-14
Test cases
11,759
Median latency
4.60s
Total cost
$34.62
Avg. prompt tokens
1,664.9
Avg. answer tokens
191.5
Avg. reasoning tokens
260.7
Quantization
provider-internal

About this benchmark

German MMLU-ProX across 14 subjects; primary metric accuracy. Legacy rows have 11,759 items. Corrected v1.1 rows have 11,737 after a frozen, model-independent manifest excludes 20 duplicated-gold translation collisions, one independently reviewed ambiguous source item, and one independently confirmed notation-translation collapse; the row's item count identifies the definition.

10-option multiple choice translated · Professional translation Source ↗

Subject breakdown

Subject Score
biology 94.0%
business 90.6%
chemistry 91.4%
computer science 90.7%
economics 89.9%
engineering 84.5%
health 82.1%
history 80.1%
law 76.6%
math 95.4%
other 83.8%
philosophy 85.4%
physics 93.0%
psychology 87.5%

Provenance

Run ID
2026-08-14T19-01-34__vertex_ai__gemini-3.7-flash__mmlu_prox_de