head to head · open source
optillm vs agent-safe-pipeline
optillm has 4,337 GitHub stars, 398 forks, 23 open issues and last shipped 3 days ago. agent-safe-pipeline has 671 stars, 57 forks, 18 open issues and last shipped 2 days ago. optillm leads on adoption by 546% (4,337 vs 671 stars). optillm is written in Python under Apache-2.0; agent-safe-pipeline is written in TypeScript under Apache-2.0. optillm has attracted 9% as many forks as stars, agent-safe-pipeline 8%. agent-safe-pipeline was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (api-gateway), 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
| optillm | agent-safe-pipeline | |
|---|---|---|
| GitHub stars | ★ 4.3K | ★ 671 |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | TypeScript |
| Last push | 2026-11-02 | 2026-11-03 |
| Forks | ⑂ 398 | ⑂ 57 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick optillm if
- You weight community size — 4.3K 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 agent-safe-pipeline if
- You want the agent-safe-pipeline feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches TypeScript
- You evaluated both and agent-safe-pipeline fits your workflow better
About optillm
OptiLLM 🚀 2 10x accuracy improvements on reasoning tasks with zero training 🤗 HuggingFace Space • 📓 Colab Demo • 💬 Discussions OptiLLM is an OpenAI API compatible optimizing inference proxy that implements 20+ state of the art techniques to dramatically improve LLM accuracy and performance on reasoning tasks without requiring any model training or fine tuning. It is possible to beat the frontier models using these techniques across diverse tasks by doing additional compute at inference time. A good example of how to combine such techniques together is the CePO approach from Cerebras. ✨ Key Features 🎯…
read the full optillm overview →
About agent-safe-pipeline
AgentSafe Authorize every autonomous action, before it commits. AgentSafe is the open source gateway that puts authorization in front of every action your AI agents, workflows and pipelines take: a payment or a settlement, a trade, a price change, an inspection sign off, a deployment or any other API call. An agent, an application or a tool sends its HTTP request to AgentSafe instead of the target; AgentSafe captures the action as an intent, asks the Decionis control plane (the Independent Execution Authority, bound to the exact action) for a decision, and forwards exactly the authorized request once on a…
read the full agent-safe-pipeline overview →
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Frequently asked questions
Is optillm or agent-safe-pipeline more popular?
optillm has 4,337 GitHub stars and agent-safe-pipeline has 671. optillm has the larger community by that measure.
Are optillm and agent-safe-pipeline free?
Both are open source. optillm is licensed under Apache-2.0 and agent-safe-pipeline under Apache-2.0. Neither carries a licence fee.
What is the difference between optillm and agent-safe-pipeline?
optillm is written in Python and agent-safe-pipeline in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, optillm or agent-safe-pipeline?
Choose optillm if you want the larger community (4,337 stars) or its Apache-2.0 licence terms. Choose agent-safe-pipeline if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.