MiniMax draws Claude-like workflow praise

The real signal here is not "best model," it's "least supervision per task." This is a throughput problem disguised as a model preference thread: MiniMax looks good until long-run fidelity matters, and then the gaps show up fast.

• –The poster values models that execute instead of negotiating every step, which is a common preference in agent-heavy workflows.
• –MiniMax gets credit for being more decisive than many chatty models, but long-horizon reliability is still the hard part.
• –Community replies point to Codex and Qwen3.5-122B, which suggests the open and closed ecosystems are converging on similar agentic behavior.
• –For production use, the practical metric is how often you have to step in, not how elegant the responses look.