[::] Agentic Stacks

Claude Haiku 4.5 vs Claude Opus 4.8

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.
Claude Opus 4.8
Anthropic's Opus-tier model (May 2026) with improved coding, agentic, and honesty behavior over Opus 4.7.
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
  • + Vendor-reported gains on coding and agentic benchmarks (Terminal-Bench 2.1, 84% on Online-Mind2Web)
  • + Improved honesty; more likely to acknowledge missing information and flag flaws in its own code
  • + Standard pricing unchanged from Opus 4.7 ($5 input / $25 output per million tokens), with a cheaper fast mode than before
Tradeoffs
  • − Weaker on complex reasoning vs Sonnet/Opus
  • − Lower context window than Sonnet
  • − Superseded as Anthropic's top model by Claude Fable 5 (June 2026) for the most demanding long-horizon work
  • − API-only commercial model; no open weights
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