Comparison
ollama vs julius
Verdict
Pick ollama when license: ollama is MIT, julius is Apache-2.0; pick julius when license: julius is Apache-2.0, ollama is MIT.
Markdown twin · ollama alternatives · julius alternatives
GraphCanon updated today
Trust & integrity
| Signal | ollama | julius |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3d · github_public_v1 | Very active (4d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | Published findings As of 3d · osv@v1 | No published findings from this source as of 2026-07-15 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.
- julius
- Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds
Stars
- ollama
- 176k
- julius
- 76
Forks
- ollama
- 17k
- julius
- 6
Open issues
- ollama
- 3.4k
- julius
- 14
Language
- ollama
- Go
- julius
- 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
- julius
- -
Persona
- ollama
- -
- julius
- -
Runtime
- ollama
- -
- julius
- -
License
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
- julius
- Apache-2.0
Last pushed
- ollama
- Jul 10, 2026
- julius
- Jul 10, 2026
Categories
- ollama
- Inference & Serving, LLM Frameworks
- julius
- Inference & Serving, LLM Frameworks, Vector Databases
Trust and health
Days since push
- ollama
- 1d
- julius
- 4d
Open issues (now)
- ollama
- 3.4k
- julius
- 14
OSV dependency advisories
- ollama
- Published findings
- julius
- No published findings from this source as of 2026-07-15
Full report
- ollama
- Trust report
- julius
- Trust report
Choose ollama if…
- License: ollama is MIT, julius is Apache-2.0.
- 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 julius if…
- License: julius is Apache-2.0, ollama is MIT.
- Tags unique to julius: ai-security, attack-surface, capability, golang.
- Also covers Vector Databases.
When NOT to use julius
- 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.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 (praetorian-inc/julius) · observed Jul 15, 2026
- GitHub forks (praetorian-inc/julius) · observed Jul 15, 2026
- Last push (praetorian-inc/julius) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ollama 176k · julius 76 (synced Jul 11, 2026).
Common questions
- What is the difference between ollama and julius?
- ollama: Get up and running with various large language models using Ollama.. julius: Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds. See the comparison table for live GitHub stats and shared categories.
- When should I choose ollama over julius?
- Choose ollama over julius when License: ollama is MIT, julius is Apache-2.0; 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 julius over ollama?
- Choose julius over ollama when License: julius is Apache-2.0, ollama is MIT; Tags unique to julius: ai-security, attack-surface, capability, golang; Also covers Vector Databases.
- 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 julius?
- 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. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is ollama or julius more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 76). Stars measure visibility, not whether either tool fits your constraints.
- Are ollama and julius open source?
- Yes - both are open-source projects on GitHub (ollama: MIT, julius: Apache-2.0).
- Where can I find alternatives to ollama or julius?
- GraphCanon lists graph-backed alternatives at ollama alternatives and julius alternatives (ollama markdown twin, julius 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 julius?
- ollama: Very active. julius: 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 julius?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ollama trust report; julius trust report.