Compare frameworks
Guardrails vs DeepEval vs LlamaIndex
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 | Guardrails | DeepEval | LlamaIndex |
|---|---|---|---|
| Stars | 7,443Synced from sourceCurrent5h ago | 18,419Synced from sourceCurrent5h ago | 52,306 (highest of the compared values)Synced from sourceCurrent5h ago |
| downloads | — | — | 83,631Synced from sourceCurrent5h ago |
| Last commit | 2026-09-22Synced from sourceCurrent5h ago | 2026-09-23Synced from sourceCurrent5h ago | 2026-09-24Synced from sourceCurrent5h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent5h ago | Apache-2.0Synced from sourceCurrent5h ago | MITSynced from sourceCurrent5h ago |
| Archived | noSynced from sourceCurrent5h ago | noSynced from sourceCurrent5h ago | noSynced from sourceCurrent5h ago |
| Category | validationSeeded, unreviewedwritten 1mo ago | evaluationSeeded, unreviewedwritten 1mo ago | ragSeeded, unreviewedwritten 1mo ago |
| Contributors | 79Synced from sourceCurrent5h ago | 337Synced from sourceCurrent5h ago | 1999Synced from sourceCurrent5h ago |
| Forks | 708Synced from sourceCurrent5h ago | 1973Synced from sourceCurrent5h ago | 8203Synced from sourceCurrent5h ago |
| Maintainer | Guardrails AISeeded, unreviewedwritten 1mo ago | Confident AISeeded, unreviewedwritten 1mo ago | LlamaIndexSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | — | — | 429018Synced from sourceCurrent5h ago |
| npm downloads, weekly | — | — | 83631Synced from sourceCurrent5h ago |
| npm package | — | — | llamaindexSynced from sourceCurrent5h ago |
| npm window ends | — | — | 2026-09-21Synced from sourceCurrent5h ago |
| Open issues | 80Synced from sourceCurrent5h ago | 654Synced from sourceCurrent5h ago | 849Synced from sourceCurrent5h ago |
| PyPI package | guardrails-aiSynced from sourceCurrent4h ago | deepevalSynced from sourceCurrent4h ago | llama-indexSynced from sourceCurrent4h ago |
| PyPI released | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent4h ago | 2026-09-22T19:26:34.903554ZSynced from sourceCurrent4h ago | 2026-09-21T16:22:20.056831ZSynced from sourceCurrent4h ago |
| Requires Python | <3.14,>=3.10Synced from sourceCurrent4h ago | <4.0,>=3.9Synced from sourceCurrent4h ago | <4.0,>=3.10Synced from sourceCurrent4h ago |
| PyPI version | 0.11.0Synced from sourceCurrent4h ago | 4.2.5Synced from sourceCurrent4h ago | 0.14.25Synced from sourceCurrent4h ago |
| Repository | https://github.com/guardrails-ai/guardrailsSynced from sourceCurrent5h ago | https://github.com/confident-ai/deepevalSynced from sourceCurrent5h ago | https://github.com/run-llama/llama_indexSynced from sourceCurrent5h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 4h 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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