june-bench

A pip-installable, reproducible benchmark suite for memory / QA systems — June + pluggable competitors — over LoCoMo, LongMemEval, HotpotQA/2Wiki/MuSiQue, and FinanceBench, with the same data and the same scorer.

pip install june-bench
june-bench list
june-bench run --system echo --dataset smoke --split smoke    # offline, no key, no download

A benchmark is run(system, dataset) → records → score. Two typed ports are the only extension points:

  • System — the thing benchmarked. JuneApiSystem (default; a thin HTTP client to June's /v1/answer, so no June source is shipped), JuneLocalSystem ([june-local] extra; a source-protected compiled wheel), CogneeSystem ([cognee] extra), or any future system as one adapter.
  • Dataset — what it runs on. The four benchmarks behind a registry.

The scorer is the canonical SQuAD/HotpotQA EM/F1 + selective-accuracy/coverage/cost — Cognee-comparable. Tiny smoke fixtures ship in the wheel (offline wiring proof); full splits are fetched, sha-verified, from a pinned release. No score is ever baked into the package — every result row records dataset + scorer + system + model + cost, so a published number is reproducible by a stranger.

Status: SB0 (contracts + no-deps smoke + skeleton). Datasets, June/Cognee systems, and the full CLI land in SB1–SB6.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.1.2)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for Bhuone2345 from gravatar.com Bhuone2345

Credits

Author: Junemind

License

MIT License (MIT)

Requires

Python >=3.10

Provides Extra

june-api june-local cognee stream all dev

Tags

benchmark rag memory qa retrieval evaluation llm june

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

june_bench-0.0.26.tar.gz (2.1 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

june_bench-0.0.26-py3-none-any.whl (2.1 MB view details)

Uploaded Python 3

File details

Details for the file june_bench-0.0.26.tar.gz.

File metadata

  • Download URL: june_bench-0.0.26.tar.gz
  • Upload date:
  • Size: 2.1 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for june_bench-0.0.26.tar.gz
Algorithm Hash digest
SHA256 74fcc07116491ed753ecb616e54c85d277891337adad26d80dda211fbb37c4ac
MD5 cbd150162f1700fb6347145c0accb404
BLAKE2b-256 620377f2c8947d25b2497bbf272a2b00268694bc494e6605923832f8765352db

See more details on using hashes here.

Provenance

The following attestation bundles were made for june_bench-0.0.26.tar.gz:

Publisher: publish-bench.yml on Junemind/june-brain

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file june_bench-0.0.26-py3-none-any.whl.

File metadata

  • Download URL: june_bench-0.0.26-py3-none-any.whl
  • Upload date:
  • Size: 2.1 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for june_bench-0.0.26-py3-none-any.whl
Algorithm Hash digest
SHA256 bddb4e8b60d7ba3789570a4d4906e64b0b3532ba47015966668d6b4ac0b77f43
MD5 8a58c7cfbac1d6cdd2ee0b0c8ee90606
BLAKE2b-256 a1afd732bd5c1f156ba36833fbe545acac18a86648642626802fed9f4585a57b

See more details on using hashes here.

Provenance

The following attestation bundles were made for june_bench-0.0.26-py3-none-any.whl:

Publisher: publish-bench.yml on Junemind/june-brain

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page