Comparison
ollama vs ggrun
Verdict
Pick ollama when ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; pick ggrun when tags unique to ggrun: cuda, gguf, golang, inference-server.
Markdown twin · ollama alternatives · ggrun alternatives
GraphCanon updated today
Trust & integrity
| Signal | ollama | ggrun |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | Published findings As of 3d · osv@v1 | No lockfile (source not queried) As of today · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ollama
- Get up and running with various large language models using Ollama.
- ggrun
- Auto-tuned launcher for GGUF models on llama.cpp / ik_llama.cpp, OpenAI-compatible server with multi-GPU tensor-split, MoE expert placement, measured flag tuning (AI Tune), hardware-matched HuggingFac
Stars
- ollama
- 176k
- ggrun
- 254
Forks
- ollama
- 17k
- ggrun
- 14
Open issues
- ollama
- 3.4k
- ggrun
- 3
Language
- ollama
- Go
- ggrun
- Go
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
- ggrun
- -
Persona
- ollama
- -
- ggrun
- -
Runtime
- ollama
- -
- ggrun
- -
License
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
- ggrun
- MIT
Last pushed
- ollama
- Jul 10, 2026
- ggrun
- Jul 14, 2026
Categories
- ollama
- Inference & Serving, LLM Frameworks
- ggrun
- Inference & Serving, LLM Frameworks
Trust and health
Days since push
- ollama
- 1d
- ggrun
- 0d
Open issues (now)
- ollama
- 3.4k
- ggrun
- 3
Owner type
- ollama
- Organization
- ggrun
- User
OSV dependency advisories
- ollama
- Published findings
- ggrun
- No lockfile (source not queried)
Full report
- ollama
- Trust report
- ggrun
- Trust report
Choose ollama if…
- Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers.
- Tags unique to ollama: deepseek, gemma, glm, go.
- 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.
Choose ggrun if…
- Tags unique to ggrun: cuda, gguf, golang, inference-server.
- More recently updated (last pushed Jul 14, 2026).
When NOT to use ggrun
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (raketenkater/ggrun) · observed Jul 15, 2026
- GitHub forks (raketenkater/ggrun) · observed Jul 15, 2026
- Last push (raketenkater/ggrun) · observed Jul 14, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ollama 176k · ggrun 254 (synced Jul 11, 2026).
Common questions
- What is the difference between ollama and ggrun?
- ollama: Get up and running with various large language models using Ollama.. ggrun: Auto-tuned launcher for GGUF models on llama.cpp / ik_llama.cpp, OpenAI-compatible server with multi-GPU tensor-split, MoE expert placement, measured flag tuning (AI Tune), hardware-matched HuggingFac. See the comparison table for live GitHub stats and shared categories.
- When should I choose ollama over ggrun?
- Choose ollama over ggrun when Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; Tags unique to ollama: deepseek, gemma, glm, go; 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 ggrun over ollama?
- Choose ggrun over ollama when Tags unique to ggrun: cuda, gguf, golang, inference-server; More recently updated (last pushed Jul 14, 2026).
- 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 ggrun?
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is ollama or ggrun more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 254). Stars measure visibility, not whether either tool fits your constraints.
- Are ollama and ggrun open source?
- Yes - both are open-source projects on GitHub (ollama: MIT, ggrun: MIT).
- Where can I find alternatives to ollama or ggrun?
- GraphCanon lists graph-backed alternatives at ollama alternatives and ggrun alternatives (ollama markdown twin, ggrun 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 ggrun?
- ollama: Very active. ggrun: 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 ollama and ggrun?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ollama trust report; ggrun trust report.