SecCodeBench

Progress Over Time

Interactive timeline showing model performance evolution on SecCodeBench

State-of-the-art frontier
Open
Proprietary

SecCodeBench Leaderboard

1 models
ContextCostLicense
1
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
397B
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About this benchmark

What is SecCodeBench?

SecCodeBench evaluates LLM coding agents on secure code generation and vulnerability detection, testing the ability to produce code that is both functional and free from security vulnerabilities.

SecCodeBench is a text benchmark evaluating models on coding tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.

Compare leaders on the best AI for coding leaderboards.

Current leaders

Qwen3.5-397B-A17B from Alibaba Cloud / Qwen Team currently leads the SecCodeBench leaderboard with a score of 0.683 across 1 evaluated AI models.

1Qwen3.5-397B-A17BAlibaba Cloud / Qwen Team68.3%

FAQ

Common questions about the SecCodeBench benchmark and leaderboard.

What is the SecCodeBench benchmark?

SecCodeBench evaluates LLM coding agents on secure code generation and vulnerability detection, testing the ability to produce code that is both functional and free from security vulnerabilities.

What is the SecCodeBench leaderboard?

The SecCodeBench leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, Qwen3.5-397B-A17B by Alibaba Cloud / Qwen Team leads with a score of 0.683. The average score across all models is 0.683.

What is the highest SecCodeBench score?

The highest SecCodeBench score is 0.683, achieved by Qwen3.5-397B-A17B from Alibaba Cloud / Qwen Team.

How many models are evaluated on SecCodeBench?

1 models have been evaluated on the SecCodeBench benchmark, with 0 verified results and 1 self-reported results.

What categories does SecCodeBench cover?

SecCodeBench is categorized under coding. The benchmark evaluates text models.

What is the best open-source model on SecCodeBench?

Qwen3.5-397B-A17B by Alibaba Cloud / Qwen Team is the top-ranked open-source model on SecCodeBench, with a score of 0.683 (rank #1).

How recent are the SecCodeBench leaderboard results?

The SecCodeBench leaderboard was last updated in July 2026 and currently includes 1 evaluated models.