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Show HN: SOCBench – an open benchmark for AI on SoC tasks

SOCBench is an open benchmark that evaluates frontier reasoning LLMs as SOC agents on raw NetFlow data. It provides a multi-turn agent loop with persona-scoped tools, multiple provider adapters, and scoring lenses. The repository is local-first and requires only a laptop, three API keys, and a sample parquet to reproduce. It is currently in alpha with a full end-to-end pipeline.

SourceHacker News AIAuthor: krmayankb
Show HN: SOCBench – an open benchmark for AI on SoC tasks
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Key points

  • Benchmarks LLMs as SOC agents on NetFlow data
  • Supports multiple personas (analyst, hunter, etc.) and providers (OpenAI, Anthropic, Google)
  • Local-first, reproducible with minimal setup
  • Alpha stage with comprehensive eval units and ablation studies

Highlights and analysis are generated automatically and may contain errors. Check the original source.