Core capabilities
- 1M context and up to 128K output
- Always-on adaptive thinking for long-horizon work
- Text and image understanding with agentic tool use
- Availability through Claude API and major managed clouds
Anthropic / current
Anthropic's widely released flagship for demanding reasoning and long-horizon agentic work.
A fit for complex, open-ended work that must preserve task state over long runs rather than optimize for raw latency. Anthropic describes Fable 5 as its most capable widely released model for long-running agents. It has a 1M default context, 128K maximum output and always-on adaptive thinking across major cloud channels.
Use complete, unmodified thinking blocks with tool results when preserving agent state. Build checkpoints and resumability around long runs, and compare Fable against Opus or Sonnet on a task-specific eval before paying the premium.
Long context is not lossless memory; retrieval, citations and staged summaries still matter. Fable is the premium, slower tier. Non-default sampling parameters are restricted, and retained thinking blocks consume context even when they improve multi-step continuity and caching.
Specifications and positioning checked against provider documentation.
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