Benchmarking became easy

Reddit r/AI_Agents Tools

Summary

The author created Any-Bench, a tool to benchmark AI models on personal codebases, addressing shortcomings in existing benchmarks like SWE-Bench.

BENCHMAXXING: How do you know a model isn’t just bench-maxxed? I tried DeepSeek-V4.1 after seeing its leaderboard numbers and… yeah, good model, but nowhere near what I expected on my actual codebase. So I built Any-Bench: (URL: Link in Commentt) That’s kind of the issue with SWE-Bench/DeepSWE/Terminal-Bench. They’re useful, but they’re still someone else’s problems. I wanted to know one thing: which model is actually best on my repo? That’s what AnyBench is for.
Original Article

Similar Articles

ProgramBench (5 minute read)

TLDR AI

ProgramBench is a new benchmark that evaluates AI agents' ability to reconstruct complete software projects from compiled binaries and documentation without access to source code or decompilation tools.

Introducing BenchBench (5 minute read)

TLDR AI

Introduces BenchBench, a benchmark that tests AI models' ability to create effective benchmarks for other models, with GPT 5.2 being the only successful winner so far while frontier models like GPT 5.5 and Opus 4.6 struggled.

Benchmark Everything Everywhere All at Once

Hugging Face Daily Papers

Introduces Benchmark Agent, a fully autonomous system for creating diverse benchmarks with minimal human intervention, enabling continuous model assessment across domains.