---
pretty_name: secops-es-benchmark
license: cc-by-4.0
language:
- en
task_categories:
- question-answering
- text-generation
size_categories:
- 100K<n<1M
tags:
- security
- cybersecurity
- secops
- siem
- elasticsearch
- ecs
- threat-detection
- incident-response
- mitre-attack
- llm-agents
- agent-evaluation
- benchmark
---
# secops-es-benchmark
**An open benchmark for AI agents that investigate breaches in Elasticsearch.** Real,
labeled attack telemetry in Elasticsearch (ECS) plus a scored task suite — so you can measure
how well an agent, or any LLM, does the job of a SOC analyst: follow one alert, pivot across
data sources with ES|QL, reconstruct the intrusion, and recommend a proportionate response.
- **Code, runner, and full docs:** https://github.com/TocharianOU/secops-es-benchmark
- **Live read-only demo:** Elasticsearch `https://secops-benchmark-es.k8s.tocharian.eu`,
Kibana `https://secops-benchmark.k8s.tocharian.eu` (login `benchmark` / …
