ProdCodeBench: A Production-Derived Benchmark for Evaluating AI Coding Agents
ProdCodeBench: A Production-Derived Benchmark for Evaluating AI Coding Agents explores A production-derived benchmark for evaluating AI coding agents, enabling more realistic performance assessment and driving improvements in agent capabilities.. Commercial viability score: 7/10 in AI Coding Agents.
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
OpenAI CodexAI Agent
Lightweight coding agent in your terminal.
Claude CodeAI Agent
Agentic coding tool for terminal workflows.
AntiGravity IDEScaffolding
AI agent mindset installer and workflow scaffolder.
CursorIDE
AI-first code editor built on VS Code.
VS CodeIDE
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $10K - $14K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Builds On ThisSlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative TasksViability: 4.0
- Builds On ThisOmniCode: A Benchmark for Evaluating Software Engineering AgentsViability: 5.0
- Builds On ThisLiveAgentBench: Comprehensive Benchmarking of Agentic Systems Across 104 Real-World ChallengesViability: 5.0
- Builds On ThisSecCodeBench-V2 Technical ReportViability: 5.0
- Prior WorkBioAgent Bench: An AI Agent Evaluation Suite for BioinformaticsViability: 7.0