German Language LLM Index
a PeerBench project

Individual experiment result

INCLUDE (DE)

DeepSeek V4 Pro DeepSeek

Exact match reasoning off fp8
70.5%
Exact match

Run details

Date
2026-06-08
Test cases
139
Median latency
3.44s
Total cost
$0.08
Avg. prompt tokens
118.7
Avg. answer tokens
121.3
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

Run ID
2026-06-08T16-40-45__openrouter__deepseek__deepseek-v4-pro__include_de