Compare frameworks

Instructor vs Haystack

Every figure below carries the source that reported it and the moment it was observed. Values that failed validation are withheld rather than shown, and a dash means no source we track carries that field for that framework.
Instructor vs Haystack, compared across 18 tracked fields. Each value shows the source that reported it and when.
FieldInstructorHaystack
Stars
13,939Synced from sourceCurrentjust now
26,584 (highest of the compared values)Synced from sourceCurrentjust now
downloads
13,080,962Synced from sourceStale1mo ago· past SLA
Last commit
2026-09-22Synced from sourceCurrentjust now
2026-09-23Synced from sourceCurrentjust now
Language
pythonSeeded, unreviewedwritten 1mo ago
pythonSeeded, unreviewedwritten 1mo ago
Licence
MITSynced from sourceCurrentjust now
Apache-2.0Synced from sourceCurrentjust now
Archived
noSynced from sourceCurrentjust now
noSynced from sourceCurrentjust now
Category
structured-outputSeeded, unreviewedwritten 1mo ago
ragSeeded, unreviewedwritten 1mo ago
Contributors
267Synced from sourceCurrentjust now
475Synced from sourceCurrentjust now
Forks
1262Synced from sourceCurrentjust now
3176Synced from sourceCurrentjust now
Maintainer
567 LabsSeeded, unreviewedwritten 1mo ago
deepsetSeeded, unreviewedwritten 1mo ago
Open issues
90Synced from sourceCurrentjust now
168Synced from sourceCurrentjust now
PyPI downloads, monthly
27671654Synced from sourceStale1mo ago· past SLA
PyPI downloads, weekly
13080962Synced from sourceStale1mo ago· past SLA
PyPI package
instructorSynced from sourceCurrentjust now
haystack-aiSynced from sourceCurrentjust now
PyPI released
2026-09-09T02:25:54.888746ZSynced from sourceCurrentjust now
2026-09-03T09:27:43.312258ZSynced from sourceCurrentjust now
Requires Python
<4.0,>=3.9Synced from sourceCurrentjust now
>=3.10Synced from sourceCurrentjust now
PyPI version
1.17.0Synced from sourceCurrentjust now
3.1.1Synced from sourceCurrentjust now
Repository
https://github.com/567-labs/instructorSynced from sourceCurrentjust now
https://github.com/deepset-ai/haystackSynced from sourceCurrentjust now

Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation just now. Where a row is marked, ▲ is the highest of the values shown and ▼ the lowest — arithmetic on the figures above, not a ranking or a recommendation. Rows where neither extreme is meaningful are left unmarked rather than given a direction they do not have.

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Every figure on this site resolves to the source that reported it, the moment it was observed, and how it was measured. A value that fails validation is withheld rather than shown — withheld means we refused to publish it, not that it is zero.