German Language LLM Index
a PeerBench project

Individual experiment result

INCLUDE (DE)

GLM-5.1 Z.ai

Exact match reasoning off fp8
82.2%
Exact match

Run details

Date
2026-06-08
Test cases
107
Median latency
Total cost
Avg. prompt tokens
Avg. answer tokens
Avg. reasoning tokens
Quantization
fp8

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

Canonical model
z-ai/glm-5.1
Run ID
2026-06-08T12-00-34__openrouter__z-ai__glm-5.1__include_de__v1_2_rescore