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🐛 FAQ and Known Issues

Common questions and development roadmap for MiroFlow framework.

FAQ

Frequently Asked Questions

Common questions about MiroFlow usage, costs, and platform differences.

Q: What is the estimated cost of running the GAIA validation set for a single run?

A: The cost is approximately $250 USD for a run with cache.

Q: How long does it take to run the GAIA validation set for a single run?

A: With the max_concurrent parameter set to 20, a full run takes about 2 hours to complete.

Q: Are all the specified APIs required?

A: Yes. To fully reproduce our published results, access to all the listed APIs in corresponding benchmark is necessary.

Q: What is the difference between MiroFlow and MiroThinker?

A: MiroFlow is primarily focused on interacting with proprietary models; MiroThinker is designed for our own open-source models.

We plan to merge these two projects in the future to create a single, unified platform.

Documentation Info

Last Updated: September 2025 · Doc Contributor: Team @ MiroMind AI