DeepSeek V4 Flash (Non-reasoning): benchmark results

DeepSeek V4 Flash non-reasoning evaluation mode. Provider: DeepSeek. Released 2026-04-24. Access: Open.

Aggregate Rating 1635 ± 10, rank #582 of 2168 rated models, from 124 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Cloud-OpsBench (OnlineBoutique)76Joint RCA accuracy (%): share of episodes whose predicted fa100
Cloud-OpsBench (OnlineBoutique) - Component Accuracy88Component accuracy (%): share of episodes whose predicted fa100
Cloud-OpsBench (OnlineBoutique) - Fault-Type Accuracy77Fault-type accuracy (%): share of episodes whose predicted f100
JANUS - Emphasis-0.03Emphasis distortion, signed from -2 to 2: change in the atte100
UGI Leaderboard59.21UGI Score98.6
Tau2-Bench Telecom94.44Success Rate (%)92.9
JANUS - Framing0.17Framing distortion, signed from -2 to 2: change in the mean 90.9
UGI - Writing54.58Writing Score89.2
Cloud-OpsBench (TrainTicket) - Component Accuracy69Component accuracy (%): share of episodes whose predicted fa88.9
Cloud-OpsBench (TrainTicket) - Evidence Closure Rate24Evidence closure rate (%): share of episodes whose trajector88.9
Cloud-OpsBench (TrainTicket) - Evidence-Order Consistency56Evidence-order consistency (%): mean share of milestone grou88.9
Cloud-OpsBench (TrainTicket) - Milestone Coverage62Milestone coverage (%): mean share of the case's expert diag88.9

Interactive version: theaggregate.ai/model?slug=deepseek-v4-flash-non-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.