Comparison
ollama vs EAGLE
Verdict
Pick ollama when ollama is primarily Go; EAGLE is Python; pick EAGLE when eAGLE is primarily Python; ollama is Go.
Markdown twin · ollama alternatives · EAGLE alternatives
GraphCanon updated today
Trust & integrity
| Signal | ollama | EAGLE |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Slowing (141d 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) | 52 low (52 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- ollama
- Get up and running with various large language models using Ollama.
- EAGLE
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).
Stars
- ollama
- 176k
- EAGLE
- 2.5k
Forks
- ollama
- 17k
- EAGLE
- 292
Open issues
- ollama
- 3.4k
- EAGLE
- 101
Language
- ollama
- Go
- EAGLE
- 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
- EAGLE
- -
Persona
- ollama
- -
- EAGLE
- -
Runtime
- ollama
- -
- EAGLE
- -
License
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
- EAGLE
- Other
Last pushed
- ollama
- Jul 10, 2026
- EAGLE
- Feb 20, 2026
Categories
- ollama
- Inference & Serving, LLM Frameworks
- EAGLE
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- ollama
- Very active (96%)
- EAGLE
- Slowing (36%)
Days since push
- ollama
- 1d
- EAGLE
- 141d
Open issues (now)
- ollama
- 3.4k
- EAGLE
- 101
Security scan
- ollama
- 52 low (52 low)
- EAGLE
- No lockfile
Full report
- ollama
- Trust report
- EAGLE
- Trust report
Choose ollama if…
- ollama is primarily Go; EAGLE is Python.
- License: ollama is MIT, EAGLE is Other.
- 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 EAGLE if…
- EAGLE is primarily Python; ollama is Go.
- License: EAGLE is Other, ollama is MIT.
- Tags unique to EAGLE: large-language-models, llm-inference, python, speculative-decoding.
When NOT to use EAGLE
- Last GitHub push was 142 days ago (slowing maintenance, Feb 20, 2026). Validate activity before betting a new project on EAGLE.
- 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 (SafeAILab/EAGLE) · observed Jul 11, 2026
- GitHub forks (SafeAILab/EAGLE) · observed Jul 11, 2026
- Last push (SafeAILab/EAGLE) · observed Feb 20, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ollama 176k · EAGLE 2.5k (synced Jul 11, 2026).
Common questions
- What is the difference between ollama and EAGLE?
- ollama: Get up and running with various large language models using Ollama.. EAGLE: Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).. See the comparison table for live GitHub stats and shared categories.
- When should I choose ollama over EAGLE?
- Choose ollama over EAGLE when ollama is primarily Go; EAGLE is Python; License: ollama is MIT, EAGLE is Other; 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 EAGLE over ollama?
- Choose EAGLE over ollama when EAGLE is primarily Python; ollama is Go; License: EAGLE is Other, ollama is MIT; Tags unique to EAGLE: large-language-models, llm-inference, python, speculative-decoding.
- 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 EAGLE?
- Last GitHub push was 142 days ago (slowing maintenance, Feb 20, 2026). Validate activity before betting a new project on EAGLE. 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 EAGLE more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 2,450). Stars measure visibility, not whether either tool fits your constraints.
- Are ollama and EAGLE open source?
- Yes - both are open-source projects on GitHub (ollama: MIT, EAGLE: Other).
- Where can I find alternatives to ollama or EAGLE?
- GraphCanon lists graph-backed alternatives at ollama alternatives and EAGLE alternatives (ollama markdown twin, EAGLE 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 EAGLE?
- ollama: Very active. EAGLE: Slowing. 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 EAGLE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ollama trust report; EAGLE trust report.