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hydrag-benchmark

PyPI·Infrastructure

hydrag-benchmark is an open-source CLI tool for locally benchmarking retrieval-augmented generation (RAG) systems. It provides metrics such as recall, MRR, chunk overlap, latency, and BEIR IR, helping AI researchers evaluate and compare RAG pipelines.

Open SourceApache-2.0CLI
Visit PyPI↗

Overview

5 features

hydrag-benchmark sits in PulseGate's LLM eval & observability category. It focuses on measuring and benchmarking retrieval-augmented generation (RAG) systems locally for developers and researchers. It is built as an open-source project for AI researchers. The project is open source (Apache-2.0). It ships for the command line.

hydrag-benchmark first shipped in 2026. Development happens publicly on GitHub with 6 commits in the last 90 days. Key capabilities include RAG benchmarking, recall measurement, and MRR calculation.

Summary written by a language model from the project’s public pages.

  • ✓RAG benchmarking
  • ✓Recall measurement
  • ✓MRR calculation
  • ✓Chunk overlap analysis
  • ✓Latency metrics
Tags
rag-benchmarkinglocal-evaluationbeir-metrics
AI capabilities
Structured
Weights: Open

Built with & integrations

Runs on
CLI

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed29 Jun · 12:11 UTC
    Listing verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about hydrag-benchmark

What is hydrag-benchmark?
Hydrag-benchmark focuses on measuring and benchmarking retrieval-augmented generation (RAG) systems locally for developers and researchers. It is catalogued under LLM eval & observability on PulseGate.
Who should use hydrag-benchmark?
hydrag-benchmark is an open-source project built for AI researchers.
Is hydrag-benchmark free?
Yes — hydrag-benchmark is open source under the Apache-2.0 license and free to use.
What platforms does hydrag-benchmark run on?
hydrag-benchmark runs on the command line.
Is hydrag-benchmark still active?
The GitHub repository shows 6 commits in the last 90 days.
When did hydrag-benchmark launch?
hydrag-benchmark first shipped in 2026.
Is hydrag-benchmark open source?
Yes — hydrag-benchmark is open source under the Apache-2.0 license, developed on GitHub.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
Apache-2.0
Built for
AI researchers
Model
Open source
Solves
Measuring and benchmarking retrieval-augmented generation (RAG) systems locally for developers and researchers.

Registered as

GitHub
gromanchenko/hydrag-benchmark
PyPI
hydrag-benchmark

Developer

Gromanchenko
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
0
Last commit
26 Apr 2026
Commits 90d
6
Default branch
main

Live coverage

Identity confidence
Low · 64
Indexed
29 Jun 2026
Lifecycle
Unverified
Last seen
29 Jun 2026
Identity audit (12)
Slug
hydrag-benchmark-pypi-org
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
29 Jun 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
29 Jun 2026
Canonical URL
https://pypi.org/project/hydrag-benchmark

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