Comparison
MiroFish-Offline vs ollama
Verdict
Pick MiroFish-Offline when miroFish-Offline is primarily Python; ollama is Go; pick ollama when ollama is primarily Go; MiroFish-Offline is Python.
Markdown twin · MiroFish-Offline alternatives · ollama alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | MiroFish-Offline | ollama |
|---|---|---|
| Maintenance | Slowing (112d 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 | Published findings 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
- MiroFish-Offline
- Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack.
- ollama
- Get up and running with various large language models using Ollama.
Stars
- MiroFish-Offline
- 2.4k
- ollama
- 176k
Forks
- MiroFish-Offline
- 643
- ollama
- 17k
Open issues
- MiroFish-Offline
- 36
- ollama
- 3.4k
Language
- MiroFish-Offline
- Python
- ollama
- Go
Adopt for
- MiroFish-Offline
- -
- 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
- MiroFish-Offline
- -
- ollama
- -
Runtime
- MiroFish-Offline
- -
- ollama
- -
License
- MiroFish-Offline
- AGPL-3.0
- ollama
- MIT license - permissive open-source licensing that allows for broad use of the tool.
Last pushed
- MiroFish-Offline
- Mar 24, 2026
- ollama
- Jul 10, 2026
Categories
- MiroFish-Offline
- AI Agents, Inference & Serving, LLM Frameworks
- ollama
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- MiroFish-Offline
- Slowing (36%)
- ollama
- Very active (96%)
Days since push
- MiroFish-Offline
- 112d
- ollama
- 1d
Open issues (now)
- MiroFish-Offline
- 36
- ollama
- 3.4k
Owner type
- MiroFish-Offline
- User
- ollama
- Organization
Full report
- MiroFish-Offline
- Trust report
- ollama
- Trust report
Choose MiroFish-Offline if…
- MiroFish-Offline is primarily Python; ollama is Go.
- License: MiroFish-Offline is AGPL-3.0, ollama is MIT.
- Tags unique to MiroFish-Offline: ai, multi-agent, neo4j, offline.
- Also covers AI Agents.
When NOT to use MiroFish-Offline
- Last GitHub push was 112 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on MiroFish-Offline.
- 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; MiroFish-Offline is Python.
- License: ollama is MIT, MiroFish-Offline is AGPL-3.0.
- Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers.
- Tags unique to ollama: deepseek, gemma, glm, go.
- 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 (nikmcfly/MiroFish-Offline) · observed Jul 15, 2026
- GitHub forks (nikmcfly/MiroFish-Offline) · observed Jul 15, 2026
- Last push (nikmcfly/MiroFish-Offline) · observed Mar 24, 2026
- License file (AGPL-3.0) · 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: MiroFish-Offline 2.4k · ollama 176k (synced Jul 15, 2026).
Common questions
- What is the difference between MiroFish-Offline and ollama?
- MiroFish-Offline: Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack.. 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 MiroFish-Offline over ollama?
- Choose MiroFish-Offline over ollama when MiroFish-Offline is primarily Python; ollama is Go; License: MiroFish-Offline is AGPL-3.0, ollama is MIT; Tags unique to MiroFish-Offline: ai, multi-agent, neo4j, offline; Also covers AI Agents.
- When should I choose ollama over MiroFish-Offline?
- Choose ollama over MiroFish-Offline when ollama is primarily Go; MiroFish-Offline is Python; License: ollama is MIT, MiroFish-Offline is AGPL-3.0; Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; Tags unique to ollama: deepseek, gemma, glm, go; 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 MiroFish-Offline?
- Last GitHub push was 112 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on MiroFish-Offline. 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 MiroFish-Offline or ollama more popular on GitHub?
- ollama has more GitHub stars (175,936 vs 2,439). Stars measure visibility, not whether either tool fits your constraints.
- Are MiroFish-Offline and ollama open source?
- Yes - both are open-source projects on GitHub (MiroFish-Offline: AGPL-3.0, ollama: MIT).
- Where can I find alternatives to MiroFish-Offline or ollama?
- GraphCanon lists graph-backed alternatives at MiroFish-Offline alternatives and ollama alternatives (MiroFish-Offline 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, MiroFish-Offline or ollama?
- MiroFish-Offline: Slowing. 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 MiroFish-Offline and ollama?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MiroFish-Offline trust report; ollama trust report.