MiroFish
MiroFish is a multi-agent AI simulation platform that ingests seed materials, runs many simulated agents in a social environment, and generates structured prediction-style reports with interactive follow-up Q&A.
MiroFish is a multi-agent AI simulation platform that ingests seed materials, runs many simulated agents in a social environment, and generates structured prediction-style reports with interactive follow-up Q&A.
Published Oct 15, 2026
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| Aspect | MiroFish | Stanford Generative Agents (reference implementation) | AgentSims |
|---|---|---|---|
| Starting Price | Free tier / credit-based usage with purchasable credit packs and published hosted subscription pricing | Research code (cost = infrastructure + LLM usage) | Open-source research sandbox (cost = infrastructure + LLM usage) |
| Most suitable for | Rapid scenario-to-report experiments and prosumer scenario testing | Research on agent architectures; academically grounded exploration | Researchers and evaluators testing LLM agent capabilities in controlled environments |
| Key Strength | Product-like workflow: upload → simulate → report with follow-up interaction | Strong academic framing and clear evaluation context for research | Designed for evaluation and controlled experimentation |
| Key Weakness | Gaps in public trust/compliance documentation; brand fragmentation and limited public validation of predictive claims | Not a turnkey commercial product; requires engineering to adapt for business use | Not a turnkey forecasting product; requires design and implementation effort |