Compare frameworks
Instructor vs Haystack vs Agno
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.
| Field | Instructor | Haystack | Agno |
|---|---|---|---|
| Stars | 13,939Synced from sourceCurrent3h ago | 26,584Synced from sourceCurrent3h ago | 42,325 (highest of the compared values)Synced from sourceCurrent3h ago |
| downloads | 13,080,962 (highest of the compared values)Synced from sourceStale1mo ago· past SLA | — | 520,626Synced from sourceStale1mo ago· past SLA |
| Last commit | 2026-09-22Synced from sourceCurrent3h ago | 2026-09-23Synced from sourceCurrent3h ago | 2026-09-23Synced from sourceCurrent3h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | MITSynced from sourceCurrent3h ago | Apache-2.0Synced from sourceCurrent3h ago | Apache-2.0Synced from sourceCurrent3h ago |
| Archived | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago |
| Category | structured-outputSeeded, unreviewedwritten 1mo ago | ragSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago |
| Contributors | 267Synced from sourceCurrent3h ago | 475Synced from sourceCurrent3h ago | 581Synced from sourceCurrent3h ago |
| Forks | 1262Synced from sourceCurrent3h ago | 3176Synced from sourceCurrent3h ago | 5999Synced from sourceCurrent3h ago |
| Maintainer | 567 LabsSeeded, unreviewedwritten 1mo ago | deepsetSeeded, unreviewedwritten 1mo ago | AgnoSeeded, unreviewedwritten 1mo ago |
| Open issues | 90Synced from sourceCurrent3h ago | 168Synced from sourceCurrent3h ago | 1611Synced from sourceCurrent3h ago |
| PyPI downloads, monthly | 27671654Synced from sourceStale1mo ago· past SLA | — | 2183543Synced from sourceStale1mo ago· past SLA |
| PyPI downloads, weekly | 13080962Synced from sourceStale1mo ago· past SLA | — | 520626Synced from sourceStale1mo ago· past SLA |
| PyPI package | instructorSynced from sourceCurrent3h ago | haystack-aiSynced from sourceCurrent3h ago | agnoSynced from sourceCurrent3h ago |
| PyPI released | 2026-09-09T02:25:54.888746ZSynced from sourceCurrent3h ago | 2026-09-03T09:27:43.312258ZSynced from sourceCurrent3h ago | 2026-09-23T13:15:37.685447ZSynced from sourceCurrent3h ago |
| Requires Python | <4.0,>=3.9Synced from sourceCurrent3h ago | >=3.10Synced from sourceCurrent3h ago | <4,>=3.9Synced from sourceCurrent3h ago |
| PyPI version | 1.17.0Synced from sourceCurrent3h ago | 3.1.1Synced from sourceCurrent3h ago | 3.0.11Synced from sourceCurrent3h ago |
| Repository | https://github.com/567-labs/instructorSynced from sourceCurrent3h ago | https://github.com/deepset-ai/haystackSynced from sourceCurrent3h ago | https://github.com/agno-agi/agnoSynced from sourceCurrent3h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 3h ago. 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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