Developer Tools●●●Banger
Cheddar-bench – unsupervised benchmark for coding agents
Unsupervised bug benchmark using agents as both attackers and defenders—novel scoring methodology.
Big BrainWizardryShip It
przadka
903mo ago
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We're inviting Anthropic to put the real Mythos 5 on our open benchmark
by jfaganel99·Jun 12, 2026·4 points·3 comments
AI Analysis
●●●BangerBig BrainDark Horse
Finally answers which AI security scanner actually works — with cost data included.
Strengths
- •Standardized F3 strict scoring enables apples-to-apples comparison across 24 scanners
- •Cost-per-scan metrics reveal expensive underperformers like GPT-5.5 at $66
- •Real vulnerability dataset with 26 repos provides meaningful evaluation ground truth
Weaknesses
- •Benchmark relevance depends on vulnerability dataset staying current with new exploit patterns
- •Enterprise scanners may optimize for this specific benchmark rather than real-world performance
Category
Target Audience
Security engineers, AI tool evaluators, enterprise security teams
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Snyk · Semgrep · SonarQube
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