List your company

Prompt Token Efficiency on Aggregate (HotpotQA, IFBench, HoVer, PUPA)

6,259Max System Prompt Token LengthMIPROv2
428.761,942.383,4564,969.62May 27, 2026

Evaluation results

MethodLinks
MIPROv2Backbone=Qwen3-8B, Codebook size (K)=162026.056,259——
GEPA+MergeBackbone=Qwen3-8B, Codebook size (K)=162026.051,405——
GEPABackbone=Qwen3-8B, Codebook size (K)=162026.051,289——
PCOBackbone=Qwen3-8B, Codebook size (K)=162026.0565389.69.6