Comparison
Agent vs ollama
Verdict
Pick Agent when agent is primarily Swift; ollama is Go; pick ollama when ollama is primarily Go; Agent is Swift.
Markdown twin · Agent alternatives · ollama alternatives
GraphCanon updated today
Trust & integrity
| Signal | Agent | ollama |
|---|---|---|
| Maintenance | Steady (42d since push) As of today · github_public_v1 | Very active (1d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | Published findings As of 3d · 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
- Agent
- Mac Agent for macOS 26: the agentic AI harness for your Mac Desktop. Computer use, automation, scripting, coding, and more. Powered by 18+ providers across local and cloud LLMs.
- ollama
- Get up and running with various large language models using Ollama.
Stars
- Agent
- 537
- ollama
- 176k
Forks
- Agent
- 51
- ollama
- 17k
Open issues
- Agent
- 3
- ollama
- 3.4k
Language
- Agent
- Swift
- ollama
- Go
Adopt for
- Agent
- -
- 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
- Agent
- -
- ollama
- -
Runtime
- Agent
- -
- ollama
- -
License
- Agent
- MIT
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
Last pushed
- Agent
- Jun 3, 2026
- ollama
- Jul 10, 2026
Categories
- Agent
- AI Agents, Inference & Serving, LLM Frameworks
- ollama
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- Agent
- Steady (60%)
- ollama
- Very active (96%)
Days since push
- Agent
- 42d
- ollama
- 1d
Open issues (now)
- Agent
- 3
- ollama
- 3.4k
Owner type
- Agent
- User
- ollama
- Organization
OSV dependency advisories
- Agent
- No lockfile (source not queried)
- ollama
- Published findings
Full report
- Agent
- Trust report
- ollama
- Trust report
Choose Agent if…
- Agent is primarily Swift; ollama is Go.
- Tags unique to Agent: accessibility, agentic-framework, agentic-workflow, ai.
- Also covers AI Agents.
When NOT to use Agent
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- 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.
Choose ollama if…
- ollama is primarily Go; Agent is Swift.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (macOS26/Agent) · observed Jul 15, 2026
- GitHub forks (macOS26/Agent) · observed Jul 15, 2026
- Last push (macOS26/Agent) · observed Jun 3, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 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: Agent 537 · ollama 176k (synced Jul 15, 2026).
Common questions
- What is the difference between Agent and ollama?
- Agent: Mac Agent for macOS 26: the agentic AI harness for your Mac Desktop. Computer use, automation, scripting, coding, and more. Powered by 18+ providers across local and cloud LLMs.. 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 Agent over ollama?
- Choose Agent over ollama when Agent is primarily Swift; ollama is Go; Tags unique to Agent: accessibility, agentic-framework, agentic-workflow, ai; Also covers AI Agents.
- When should I choose ollama over Agent?
- Choose ollama over Agent when ollama is primarily Go; Agent is Swift; 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 avoid Agent?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. 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.
- 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 Agent or ollama more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 537). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent and ollama open source?
- Yes - both are open-source projects on GitHub (Agent: MIT, ollama: MIT).
- Where can I find alternatives to Agent or ollama?
- GraphCanon lists graph-backed alternatives at Agent alternatives and ollama alternatives (Agent 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, Agent or ollama?
- Agent: Steady. 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 Agent and ollama?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent trust report; ollama trust report.