DeepSeek Coder V2: benchmark results

DeepSeek's open MoE code model (236B total/21B active, 128K context, 338 languages) that rivaled GPT-4 Turbo on coding (June 2024). Provider: DeepSeek. Released 2024-06-17.

Aggregate Rating 1539 ± 19, rank #1844 of 10916 rated models, from 39 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
BenchTable - Tech80.1Weighted Score (%)89.1
OlympicArena29.31Overall Accuracy (%)88.9
BenchBench71.31Aggregate Score (%)74.3
BenchTable - Utility63.3Weighted Score (%)70.1
WildBench47.4WB Score Task-Macro69.4
Web-Bench16.7Pass@1 (%)66
BenchTable - STEM43.2Weighted Score (%)38.2
Omni-MATH25.78Overall Accuracy (%)35.7
BenchTable36Total Score (%)33.7
OJBench8.24Score (imported)32.4
Chatbot Arena (Text - Coding)1342Arena Score32.1
SciCode21.2Subproblem Resolve Rate (%)31.6

Interactive version: theaggregate.ai/model?slug=deepseek-coder-v2 · How It Works · Data refreshed daily, snapshot 2026-11-08.