[::] Agentic Stacks

Claude Haiku 4.5 vs GPT-5.4

Pick two tools from the same category to compare side-by-side.

Claude Haiku 4.5
Fast, cheap small model for classification, routing, high-volume work.
GPT-5.4
OpenAI's more affordable frontier model for coding and professional work, sitting below GPT-5.5.
Category modelmodel
Vendor type commercialcommercial
Pricing usageusage
Strengths
  • + Lowest cost in Claude family
  • + Low latency suitable for real-time interactions
  • + Strong instruction-following for its size
  • + Half the per-token price of GPT-5.5 while staying in the frontier coding/professional tier
  • + 1M-token context window with up to 128K output tokens
  • + mini variant targeted at subagent and computer-use workloads for high-volume agent fleets
Tradeoffs
  • − Weaker on complex reasoning vs Sonnet/Opus
  • − Lower context window than Sonnet
  • − OpenAI directs complex reasoning and coding to GPT-5.5 instead
  • − Older knowledge cutoff (Aug 31, 2025) than GPT-5.5
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