Comparison
atomic-agent vs ollama
Verdict
Pick atomic-agent when atomic-agent is primarily TypeScript; ollama is Go; pick ollama when ollama is primarily Go; atomic-agent is TypeScript.
Markdown twin · atomic-agent alternatives · ollama alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | atomic-agent | ollama |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (1d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization 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
- atomic-agent
- Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.
- ollama
- Get up and running with various large language models using Ollama.
Stars
- atomic-agent
- 716
- ollama
- 176k
Forks
- atomic-agent
- 109
- ollama
- 17k
Open issues
- atomic-agent
- 10
- ollama
- 3.4k
Language
- atomic-agent
- TypeScript
- ollama
- Go
Adopt for
- atomic-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
- atomic-agent
- -
- ollama
- -
Runtime
- atomic-agent
- -
- ollama
- -
License
- atomic-agent
- MIT
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
Last pushed
- atomic-agent
- Jul 13, 2026
- ollama
- Jul 10, 2026
Categories
- atomic-agent
- AI Agents, Inference & Serving, LLM Frameworks
- ollama
- Inference & Serving, LLM Frameworks
Trust and health
Open issues (now)
- atomic-agent
- 10
- ollama
- 3.4k
OSV dependency advisories
- atomic-agent
- No lockfile (source not queried)
- ollama
- Published findings
Full report
- atomic-agent
- Trust report
- ollama
- Trust report
Choose atomic-agent if…
- atomic-agent is primarily TypeScript; ollama is Go.
- Tags unique to atomic-agent: agents, ai-agent, browser-automation, cli.
- Also covers AI Agents.
When NOT to use atomic-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; atomic-agent is TypeScript.
- 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 (AtomicBot-ai/atomic-agent) · observed Jul 15, 2026
- GitHub forks (AtomicBot-ai/atomic-agent) · observed Jul 15, 2026
- Last push (AtomicBot-ai/atomic-agent) · observed Jul 13, 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: atomic-agent 716 · ollama 176k (synced Jul 15, 2026).
Common questions
- What is the difference between atomic-agent and ollama?
- atomic-agent: Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.. 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 atomic-agent over ollama?
- Choose atomic-agent over ollama when atomic-agent is primarily TypeScript; ollama is Go; Tags unique to atomic-agent: agents, ai-agent, browser-automation, cli; Also covers AI Agents.
- When should I choose ollama over atomic-agent?
- Choose ollama over atomic-agent when ollama is primarily Go; atomic-agent is TypeScript; 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 atomic-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 atomic-agent or ollama more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 716). Stars measure visibility, not whether either tool fits your constraints.
- Are atomic-agent and ollama open source?
- Yes - both are open-source projects on GitHub (atomic-agent: MIT, ollama: MIT).
- Where can I find alternatives to atomic-agent or ollama?
- GraphCanon lists graph-backed alternatives at atomic-agent alternatives and ollama alternatives (atomic-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, atomic-agent or ollama?
- atomic-agent: Very active. 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 atomic-agent and ollama?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atomic-agent trust report; ollama trust report.