[::] Agentic Stacks

Claude Sonnet 4.6 vs GPT-5.4

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

Claude Sonnet 4.6
Anthropic's workhorse coding/agent model; strong tool use, long context.
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
  • + Excellent tool-use and structured-output reliability
  • + Long context supports large codebases / document sets
  • + Best-in-class for agentic coding workflows
  • + 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
  • − More expensive than Haiku for high-volume classification
  • − API-only (no on-prem / open weights)
  • − 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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