head to head · open source
Ollama vs InferenceX
Ollama has 181,161 GitHub stars, 17,917 forks, 3,957 open issues and last shipped yesterday. InferenceX has 1,718 stars, 299 forks, 254 open issues and last shipped yesterday. Ollama leads on adoption by 10,445% (181,161 vs 1,718 stars). Ollama is written in Go under MIT; InferenceX is written in Python under Apache-2.0. Ollama has attracted 10% as many forks as stars, InferenceX 17%. Ollama was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (deepseek), 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
| Ollama | InferenceX | |
|---|---|---|
| GitHub stars | ★ 181K | ★ 1.7K |
| License | MIT | Apache-2.0 |
| Written in | Go | Python |
| Last push | 2026-09-17 | 2026-09-17 |
| Forks | ⑂ 18K | ⑂ 299 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Ollama if
- You weight community size — 181K stars and counting
- You want the MIT license terms
- Your stack matches Go
- You value the larger contributor base for long-term maintenance
pick InferenceX if
- You want the InferenceX 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 InferenceX fits your workflow better
About Ollama
Ollama is a Go based, MIT licensed runtime that downloads and runs open source large language models such as DeepSeek, Qwen, Gemma, GLM, MiniMax and gpt oss locally on a user's own machine, and it is aimed at developers and teams that want model inference without routing prompts through a hosted API.
read the full Ollama overview →
About InferenceX
InferenceX is an open source continuous inference benchmark research platform written in Python under the Apache 2.0 license. It lives in the machine learning infrastructure ecosystem, where teams evaluate large language model serving frameworks and accelerator systems. Formerly named InferenceMAX, the project maintains a public dashboard and a benchmark repository that track performance as inference software and hardware change.
read the full InferenceX overview →
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Frequently asked questions
Is Ollama or InferenceX more popular?
Ollama has 181,161 GitHub stars and InferenceX has 1,718. Ollama has the larger community by that measure.
Are Ollama and InferenceX free?
Both are open source. Ollama is licensed under MIT and InferenceX under Apache-2.0. Neither carries a licence fee.
What is the difference between Ollama and InferenceX?
Ollama is written in Go and InferenceX 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, Ollama or InferenceX?
Choose Ollama if you want the larger community (181,161 stars) or its MIT licence terms. Choose InferenceX if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.