German Language LLM Index
a PeerBench project

Individual experiment result

INCLUDE (DE)

Qwen3.8 27B (FP8) Alibaba

Exact match reasoning off fp8
86.9%
Exact match

Run details

Date
2026-08-15
Test cases
107
Median latency
6.72s
Total cost
Avg. prompt tokens
120.7
Avg. answer tokens
451.1
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
qwen/qwen3.8-27b-fp8
Run ID
2026-08-15T08-22-15__openai__Qwen__Qwen3.8-27B-FP8__include_de