Comparison
beta9 vs ollama
Verdict
Pick beta9 when license: beta9 is AGPL-3.0, ollama is MIT; pick ollama when license: ollama is MIT, beta9 is AGPL-3.0.
Markdown twin · beta9 alternatives · ollama alternatives
GraphCanon updated today
Trust & integrity
| Signal | beta9 | ollama |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | 52 low (52 low) As of today · osv@v1 |
Tagline
- beta9
- Ultrafast serverless GPU inference, sandboxes, and background jobs
- ollama
- Get up and running with various large language models using Ollama.
Stars
- beta9
- 1.7k
- ollama
- 176k
Forks
- beta9
- 145
- ollama
- 17k
Open issues
- beta9
- 14
- ollama
- 3.4k
Language
- beta9
- Go
- ollama
- Go
Adopt for
- beta9
- -
- ollama
- Ollama is a Go-based platform that provides tools for deploying and managing large language models (LLMs) like Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma using docker images, package managers, cloud and
Persona
- beta9
- -
- ollama
- -
Runtime
- beta9
- -
- ollama
- -
License
- beta9
- AGPL-3.0
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
Last pushed
- beta9
- Jul 10, 2026
- ollama
- Jul 10, 2026
Categories
- beta9
- LLM Frameworks, Inference & Serving, Developer Tools
- ollama
- LLM Frameworks, Inference & Serving
Trust and health
Days since push
- beta9
- 0d
- ollama
- 1d
Open issues (now)
- beta9
- 14
- ollama
- 3.4k
Security scan
- beta9
- No lockfile
- ollama
- 52 low (52 low)
Full report
- beta9
- Trust report
- ollama
- Trust report
Choose beta9 if…
- License: beta9 is AGPL-3.0, ollama is MIT.
- Tags unique to beta9: fine-tuning, faas, functions-as-a-service, cloudrun.
- Also covers Developer Tools.
When NOT to use beta9
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose ollama if…
- License: ollama is MIT, beta9 is AGPL-3.0.
- Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers.
- Tags unique to ollama: go, llms, llama, mistral.
- ollama ships Docker support for self-hosted deployment.
- Use Ollama when you require a multi-model platform supporting several large language models such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and intend to deploy in various cloud or
When NOT to use ollama
- Avoid using Ollama if you are only interested in a single LLM deployment and seek simplified, model-specific solutions with tailored support rather than a comprehensive multi-model platform.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (beam-cloud/beta9) · observed Jul 11, 2026
- GitHub forks (beam-cloud/beta9) · observed Jul 11, 2026
- Last push (beam-cloud/beta9) · observed Jul 10, 2026
- License file (AGPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ollama/ollama) · observed Jul 11, 2026
- GitHub forks (ollama/ollama) · observed Jul 11, 2026
- Last push (ollama/ollama) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: beta9 1.7k · ollama 176k (synced Jul 11, 2026).
Common questions
- What is the difference between beta9 and ollama?
- beta9: Ultrafast serverless GPU inference, sandboxes, and background jobs. ollama: Get up and running with various large language models using Ollama.. See the comparison table for live GitHub stats and shared categories.
- When should I choose beta9 over ollama?
- Choose beta9 over ollama when License: beta9 is AGPL-3.0, ollama is MIT; Tags unique to beta9: fine-tuning, faas, functions-as-a-service, cloudrun; Also covers Developer Tools.
- When should I choose ollama over beta9?
- Choose ollama over beta9 when License: ollama is MIT, beta9 is AGPL-3.0; Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; Tags unique to ollama: go, llms, llama, mistral; ollama ships Docker support for self-hosted deployment; Use Ollama when you require a multi-model platform supporting several large language models such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and intend to deploy in various cloud or.
- When should I avoid beta9?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid ollama?
- Avoid using Ollama if you are only interested in a single LLM deployment and seek simplified, model-specific solutions with tailored support rather than a comprehensive multi-model platform.
- Is beta9 or ollama more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 1,696). Stars measure visibility, not whether either tool fits your constraints.
- Are beta9 and ollama open source?
- Yes - both are open-source projects on GitHub (beta9: AGPL-3.0, ollama: MIT).
- Where can I find alternatives to beta9 or ollama?
- GraphCanon lists graph-backed alternatives at beta9 alternatives and ollama alternatives (beta9 markdown twin, ollama markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, beta9 or ollama?
- beta9: Very active. ollama: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for beta9 and ollama?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: beta9 trust report; ollama trust report.