DeepSeek V4 Pro (High): benchmark results

DeepSeek V4 Pro evaluated at the high reasoning-effort setting. Provider: DeepSeek. Released 2026-04-24. Access: Open.

Aggregate Rating 1738 ± 10, rank #265 of 2168 rated models, from 114 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
The Aggregate - Asteroid Numbers58.3Accuracy (%)100
AeroCopilotBench - Tier-2 Ineffective-Action Rate5.7Ineffective write attempts (%; lower is better)90.9
Epoch AI - GPQA Diamond90.91Accuracy (%)89
ATOBench - JWT (Native)100Grounded verification rate (%; the reusable-artifact contrac87.5
ATOBench - SQLi (Native)60Grounded verification rate (%; the direct-exploit-proof cont87.5
LisanBench0.21Mean Path Length / Current Maximum85
OTIS Mock AIME 2024-2595.56Accuracy (%)84.4
CLBench Life - Behavioral Records & Activity Trails15.8Solving Rate (%)82.1
AeroCopilotBench - Tier-2 Safety Compliance Rate96.8Episodes without a hard safety violation (%)81.8
NonoBench83.33Standard accuracy (%), correct / non-failed attempts; versio75.9
INS-ActBench65.6Accuracy (%; unweighted mean of the knowledge, case and prac75
INS-ActBench - Actuarial Mathematics92.2Accuracy (%) on the 1,134 actuarial mathematics knowledge qu75

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