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Comparison

ollama vs weak-to-strong

Verdict

Pick ollama when ollama is primarily Go; weak-to-strong is Python; pick weak-to-strong when weak-to-strong is primarily Python; ollama is Go.

Markdown twin · ollama alternatives · weak-to-strong alternatives

GraphCanon updated today

ollama logo

ollama

ollama/ollama

★ 176kpushed Jul 10, 2026
vs
weak-to-strong logo

weak-to-strong

XuandongZhao/weak-to-strong

★ 90pushed May 2, 2025

Trust & integrity

Signalollamaweak-to-strong
Maintenance
Very active (1d since push)
As of today · github_public_v1
Dormant (435d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Personal account
As of today · github_public_v1
Security (OSV)
52 low (52 low)
As of today · osv@v1
No lockfile
As of today · none
ollama trust reportweak-to-strong trust reportTrust methodology

Tagline

ollama
Get up and running with various large language models using Ollama.
weak-to-strong
[ICML 2025] Weak-to-Strong Jailbreaking on Large Language Models

Stars

ollama
176k
weak-to-strong
90

Forks

ollama
17k
weak-to-strong
10

Open issues

ollama
3.4k
weak-to-strong
3

Language

ollama
Go
weak-to-strong
Python

Adopt for

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
weak-to-strong
-

Persona

ollama
-
weak-to-strong
-

Runtime

ollama
-
weak-to-strong
-

License

ollama
MIT license - permissive open-source licensing that allows for broad use of the tool.
weak-to-strong
MIT

Last pushed

ollama
Jul 10, 2026
weak-to-strong
May 2, 2025

Categories

ollama
LLM Frameworks, Inference & Serving
weak-to-strong
LLM Frameworks, Inference & Serving, Speech & Audio

Trust and health

Maintenance

ollama
Very active (96%)
weak-to-strong
Dormant (18%)

Days since push

ollama
1d
weak-to-strong
435d

Open issues (now)

ollama
3.4k
weak-to-strong
3

Owner type

ollama
Organization
weak-to-strong
User

Security scan

ollama
52 low (52 low)
weak-to-strong
No lockfile

Full report

ollama
Trust report
weak-to-strong
Trust report

Shared compatibility

  • Python · ollama: Python runtime · weak-to-strong: Python runtime

Choose ollama if…

  • ollama is primarily Go; weak-to-strong is Python.
  • 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.
GitHubDetails

Choose weak-to-strong if…

  • weak-to-strong is primarily Python; ollama is Go.
  • Tags unique to weak-to-strong: python.
  • Also covers Speech & Audio.

When NOT to use weak-to-strong

  • Last GitHub push was 436 days ago (dormant maintenance, May 2, 2025). Validate activity before betting a new project on weak-to-strong.
  • 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.
GitHubDetails

Explore

ollama trust report →weak-to-strong trust report →LLM Frameworks category →Inference & Serving category →Speech & Audio category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: ollama 176k · weak-to-strong 90 (synced Jul 11, 2026).

Common questions

What is the difference between ollama and weak-to-strong?
ollama: Get up and running with various large language models using Ollama.. weak-to-strong: [ICML 2025] Weak-to-Strong Jailbreaking on Large Language Models. See the comparison table for live GitHub stats and shared categories.
When should I choose ollama over weak-to-strong?
Choose ollama over weak-to-strong when ollama is primarily Go; weak-to-strong is Python; 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 choose weak-to-strong over ollama?
Choose weak-to-strong over ollama when weak-to-strong is primarily Python; ollama is Go; Tags unique to weak-to-strong: python; Also covers Speech & Audio.
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.
When should I avoid weak-to-strong?
Last GitHub push was 436 days ago (dormant maintenance, May 2, 2025). Validate activity before betting a new project on weak-to-strong. 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.
Is ollama or weak-to-strong more popular on GitHub?
ollama has more GitHub stars (175,936 vs 90). Stars measure visibility, not whether either tool fits your constraints.
Are ollama and weak-to-strong open source?
Yes - both are open-source projects on GitHub (ollama: MIT, weak-to-strong: MIT).
Where can I find alternatives to ollama or weak-to-strong?
GraphCanon lists graph-backed alternatives at ollama alternatives and weak-to-strong alternatives (ollama markdown twin, weak-to-strong 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, ollama or weak-to-strong?
ollama: Very active. weak-to-strong: Dormant. 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 ollama and weak-to-strong?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ollama trust report; weak-to-strong trust report.