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The Human Bit

Anthropic · Claude Opus

Claude Opus 4.8

A high-capability Claude model for complex agentic coding and enterprise work, now superseded by Claude Opus 5 but still available on every platform that carried it.

The Human Bit position

Treat this as a migration entry rather than a recommendation. If you are choosing a model today the comparison is Opus 5 against Sonnet 5, and the migration carries two behaviour changes worth testing: thinking on by default, and disabling thinking rejected above high effort.

Use it for

  • Existing integrations not yet migrated to Opus 5
  • Long-horizon agentic coding
  • Enterprise work with heavy context
Leave it alone when

It is poor value when a Sonnet-class model already passes the task, and it is no longer the model to start a new build on: Anthropic lists it as legacy and points new work at Opus 5.

Effort without the jargon

Adaptive

The workload mixes simple steps with complex ones and should reason only when the turn calls for it. Note that thinking is off unless requested here, which is the reverse of Opus 5.

Advanced recordCost, limits, privacy and operations

Opus buys more capability at a higher token price; the practical question is whether it reduces enough failed attempts or review time to beat Sonnet on your task.

API cost
Officially disclosedClaude API list price: US$5 per million input tokens and US$25 per million output tokens; caching, batch and cloud-platform rates can differ.
Context window
Officially disclosed1,000,000 tokens
Maximum output
Officially disclosed128,000 tokens (synchronous Messages API)
Knowledge cutoff
Officially disclosedReliable knowledge: January 2026; training data: January 2026
Recorded inputs
Text · Images
Recorded output
Text

Data handling is a product decision

Depends on surfaceAnthropic says commercial API inputs and outputs are deleted from its backend within 30 days by default, with exceptions for stored services, agreed controls, safety enforcement and law. Consumer Claude and cloud platforms have separate terms.

Operational constraints

  • Effort defaults to high on the API, Claude Code and claude.ai unless set explicitly.
  • The dateless API ID is a pinned snapshot, so migration remains a deliberate change.
  • Cloud-platform endpoint, routing and pricing conditions can differ from the first-party API.

Unknown means the cited official record does not disclose a safe value. It is not an estimate. Prices are provider list prices in USD where stated and can change before this record's review date.

Keep the evidence separate

Canonical provider claim

Anthropic now lists Opus 4.8 among its legacy models and names Claude Opus 5 as the model for complex agentic coding and enterprise work. Opus 4.8 remains available on the Claude API, AWS, Google Cloud and Microsoft Foundry.

Independent observation

No sufficiently useful independent note has been added yet. That absence is not filled with our guess.

Readiness · informational

No Human Bit result is claimed; use this as evaluation guidance only.

Human Bit test

Not scheduled

No Human Bit result is claimed for this model yet.

Sources