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GPT-5.4 Mini Is Matching the Flagship at a Fraction of the Cost. Here's the Full Breakdown.

GPT-5.4 Mini Is Matching the Flagship at a Fraction of the Cost. Here's the Full Breakdown.

via Dev.toMax Quimby

Budget AI models used to mean "worse." In March 2026, they mean "specialized." OpenAI just dropped GPT-5.4 Mini and Nano — two new models designed not to compete with frontier models, but to power the workers under them. Anthropic's Claude Haiku 4.5 has been doing this for months. Together, these three models represent the emerging "sub-agent tier" of AI: fast, cheap, and good enough for the tasks that don't need a $15-per-million-token brain. If you're building multi-agent workflows , delegating sub-tasks from an orchestrator, or just trying to keep your API bill under control — this is the comparison you need. We'll break down pricing, context windows, capabilities, and give you a clear decision framework for when to use each one. OpenAI's official announcement came with benchmark numbers that tell the story — Mini nearly matches the flagship at a fraction of the cost: The Sub-Agent Economy Is Real Here's the shift that makes this comparison matter: modern AI development isn't one mo

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