German Language LLM Index
a PeerBench project

Individual experiment result

INCLUDE (DE)

Gemini 3 Flash Preview Google

Exact match reasoning off provider-internal
71.9%
Exact match

Run details

Date
2026-06-25
Test cases
139
Median latency
2.37s
Total cost
$0.08
Avg. prompt tokens
106.4
Avg. answer tokens
170.5
Avg. reasoning tokens
Quantization
provider-internal

About this benchmark

INCLUDE-DE v1.2: 107 valid German questions after a blinded semantic audit excluded 32 duplicate, wrong-keyed, non-unique, corrupted, or underspecified source rows consistently; strict final-answer parsing; primary metric exact match.

4-option multiple choice native · Native German Source ↗

Provenance

Run ID
2026-06-25T11-34-32__vertex_ai__gemini-3-flash-preview__include_de