German Language LLM Index
a PeerBench project

Individual experiment result

INCLUDE (DE)

Claude Opus 4.8 Anthropic

Exact match reasoning off provider-internal
71.9%
Exact match

Run details

Date
2026-06-12
Test cases
139
Median latency
5.77s
Total cost
$1.32
Avg. prompt tokens
256.2
Avg. answer tokens
343.7
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
2026-06-12T12-12-42__openai__cc__claude-opus-4-8__include_de