MiroFish
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
Visit ↗Head to head
MiroFish vs RagaAI-Catalyst
5 of 12 recorded facts differ. Everything below is source-reported with a capture date. Niched has not published a buyer verdict for this pair, so nothing here declares a winner. A winner only exists inside a defined buyer niche with stated constraints.
RagaAI-Catalyst
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
Visit ↗Every recorded fact
Show differences only| Fact | MiroFish | RagaAI-Catalyst |
|---|---|---|
| Official SDK installs, 30 days | Not recorded | Not recorded |
| SDK evidence captured | Not recorded | Not recorded |
| GitHub stars | 69.8K | 16.1K |
| Forks | 10.9K | 3.6K |
| Open issues | 109 | 34 |
| Last commit | 10 days ago | 6 months ago |
| Primary language | Python | Python |
| License | GNU Affero General Public License v3.0 | Apache License 2.0 |
| Open source | Yes | Yes |
| Pricing model | Not recorded | Not recorded |
| Founded | Not recorded | Not recorded |
| Categories | AI agents & autonomous workflows | AI agents & autonomous workflows |
Where both compete
Both products are placed in AI agents & autonomous workflows. A category organises the market; it carries no score. See all MiroFish alternatives.