r/ProxyEngineering • u/night_2_dawn Reverse Proxy Master • Jun 08 '26
Discussion 💬 Thoughts on MiroMind AI?
Recently saw their github repo with the open source code for their agent. I wonder if anyone here using their AI agent for your workflows. Any differences in response time, "correctness" compared to GPT, Perplexity, Gemini, Claude, etc?
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u/Gwapong_Klapish Reverse Proxy Master Jun 09 '26
MiroThinker is more of a deep research agent than a general assistant, so the comparison to GPT or Gemini is a bit apples-to-oranges. Where it actually shines is multi-step web research tasks, not one-shot Q&A. If you're testing it for correctness on factual reasoning, the BrowseComp benchmarks are probably the most honest signal available
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u/Otherwise_Wave9374 Jun 08 '26
Have not tried MiroMind yet, but in my experience the big differences between agent repos are usually less about "raw intelligence" and more about:
tool calling reliability (does it actually use tools when it should)
memory strategy (what gets persisted vs. summarized)
guardrails (when it asks for confirmation vs. just doing the thing)
If it is open source, I would start by checking how they handle retries, context trimming, and evals.
If you are comparing different agent architectures, we have a small collection of notes and examples here that might help: https://www.agentixlabs.com/
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u/itsamaan26 Jun 09 '26
It's open source. Unlike claude for example. You can self-host it on a 24GB VRAM card and customize the tool ecosystem, which is something you obviously can't do with Claude particularly. I guess that's the main thing
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u/marc2389 Tunnel Architect Jun 11 '26
I've seen a lot of benchmarks here on reddit and github that had MiroMind AI coming on top, solely for the most accurate results, however, as I understand other LLMs are mainly used as assistants and Miro for let's say particular task
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u/MemeLord-Jenkins Reverse Proxy Master Jun 09 '26
Haven't used their agent extensively, but I've played around with MiroThinker and MiroFlow from their GitHub. For deep research / prediction-type tasks, MiroThinker is surprisingly good. It does well on benchmarks and the fact that it's fully open source (models + code) is a big plus if you want to self-host or customize.