head to head · open source
iFixAi vs safelabs-eval
iFixAi has 23,867 GitHub stars, 1,443 forks, 2 open issues and last shipped today. safelabs-eval has 570 stars, 27 forks, 0 open issues and last shipped 3 days ago. iFixAi leads on adoption by 4,087% (23,867 vs 570 stars). iFixAi is written in Python under Apache-2.0; safelabs-eval is written in Python under Apache-2.0. iFixAi has attracted 6% as many forks as stars, safelabs-eval 5%. iFixAi was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai-safety), 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 | safelabs-eval | |
|---|---|---|
| GitHub stars | ★ 24K | ★ 570 |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-10-12 | 2026-10-09 |
| Forks | ⑂ 1.4K | ⑂ 27 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick iFixAi if
- You weight community size — 24K 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 safelabs-eval if
- You want the safelabs-eval 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 safelabs-eval 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 safelabs-eval
safelabs eval is an open source red teaming and evaluation framework for AI agent builders who need to test whether their agents resist adversarial prompts before production.
read the full safelabs-eval overview →
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Frequently asked questions
Is iFixAi or safelabs-eval more popular?
iFixAi has 23,867 GitHub stars and safelabs-eval has 570. iFixAi has the larger community by that measure.
Are iFixAi and safelabs-eval free?
Both are open source. iFixAi is licensed under Apache-2.0 and safelabs-eval under Apache-2.0. Neither carries a licence fee.
What is the difference between iFixAi and safelabs-eval?
iFixAi is written in Python and safelabs-eval 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 safelabs-eval?
Choose iFixAi if you want the larger community (23,867 stars) or its Apache-2.0 licence terms. Choose safelabs-eval if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.