head to head · open source
iFixAi vs giskard-oss
iFixAi has 15,615 GitHub stars, 1,335 forks, 2 open issues and last shipped 2 days ago. giskard-oss has 5,830 stars, 537 forks, 64 open issues and last shipped 2 days ago. iFixAi leads on adoption by 168% (15,615 vs 5,830 stars). iFixAi is written in Python under Apache-2.0; giskard-oss is written in Python under Apache-2.0. iFixAi has attracted 9% as many forks as stars, giskard-oss 9%. giskard-oss was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (agent-evaluation, llm-evaluation), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| iFixAi | giskard-oss | |
|---|---|---|
| GitHub stars | ★ 16K | ★ 5.8K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-09-18 | 2026-09-18 |
| Forks | ⑂ 1.3K | ⑂ 537 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick iFixAi if
- You weight community size — 16K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick giskard-oss if
- You want the giskard-oss feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and giskard-oss fits your workflow better
About iFixAi
iFixAi is an open source Python auditor that answers, in under 120 seconds, whether an AI agent is actually doing the job it is supposed to do — run either by a human operator or by the agent itself.
read the full iFixAi overview →
About giskard-oss
Giskard OSS is an open source Python library for evaluating, red teaming and testing LLM agents and RAG pipelines, built for developers, ML engineers and AI security teams that need reproducible checks on non deterministic systems.
read the full giskard-oss overview →
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Frequently asked questions
Is iFixAi or giskard-oss more popular?
iFixAi has 15,615 GitHub stars and giskard-oss has 5,830. iFixAi has the larger community by that measure.
Are iFixAi and giskard-oss free?
Both are open source. iFixAi is licensed under Apache-2.0 and giskard-oss under Apache-2.0. Neither carries a licence fee.
What is the difference between iFixAi and giskard-oss?
iFixAi is written in Python and giskard-oss in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, iFixAi or giskard-oss?
Choose iFixAi if you want the larger community (15,615 stars) or its Apache-2.0 licence terms. Choose giskard-oss if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.