MiMo-V2.5: benchmark results

Xiaomi's open multimodal MiMo-V2.5 MoE (310B total, 15B active) with a 1M-token context. Provider: Xiaomi. Released 2026-04-23. Access: Open.

Aggregate Rating 1700 ± 7, rank #196 of 1656 rated models, from 464 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
PinchBench - 147 Tasks - OpenClaw 2026.5.20 (e510042)91.87Best Official Run Score (%)100
TRACE Bench - Language Quality99.03Per-turn LLM-judge language quality (%)100
VideoGAIA - Culture53.45Pass@1 accuracy (%; the 58 culture tasks; unified ReAct agen94.7
UAV-DualCog - Landmark Visibility Counting58.5Visibility-count accuracy (%; 1,024 flight videos in which t92.9
TRACE Bench - Short-Term Memory91Memory-probe completion rate (%)92
AA-Omniscience Hallucination Rate31.93Hallucination Rate (%)91.2
PanoSpace-Bench - Camera Rotation42.8Accuracy (%; 250 five-option multiple-choice questions on on90.9
PanoSpace-Bench - Object Reorientation42Accuracy (%; 250 five-option multiple-choice questions on on90.9
PanoSpace-Bench - Relative Direction42Accuracy (%; 250 five-option multiple-choice questions on on90.9
UAV-DualCog - Flight Behavior Recognition (Composite)35.9Composite-level behavior accuracy (%; 1,024 first-person UAV90.4
UGI - Writing56.43Writing Score89.8
PinchBench - 147 Tasks - OpenClaw 2026.5.4 (325df3e)91.42Best Official Run Score (%)89.4

Interactive version: theaggregate.ai/model?slug=mimo-v2-5 · How It Works · Data refreshed daily, snapshot 2026-10-20.