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high impact

Claude Opus 4.7 and later reject non-default sampling parameters

Anthropic has deprecated temperature, top_p, and top_k on Claude Opus 4.7 and later; non-default values return an HTTP 400 error.

Provider
Anthropic
Surface
Claude API
Change type
breaking behavior
Effective
Announced
Not specified
Last verified

What breaks

Shared request builders that always send sampling fields can break immediately when their model ID moves to Claude Opus 4.7 or later.

  • A non-default temperature, top_p, or top_k value returns an HTTP 400 error.
  • SDK request types can still accept the deprecated fields even though the model rejects their non-default values.

Affected identifiers and fields

Search your code, environment variables, gateway configuration, and stored request templates for these exact values.

  • claude-opus-4-7
  • claude-opus-4-8
  • claude-opus-5
  • claude-sonnet-5
  • temperature
  • top_p
  • top_k

Migration target

Omit the sampling fields and use explicit prompting to guide response behavior.

No replacement identifier is required for this change.

What to do

Stop sending temperature, top_p, and top_k for affected models. Express tone, variability, and formatting requirements in the system prompt instead.

Before and after

Beforepython
response = client.messages.create(
    model="claude-opus-4-8",
    max_tokens=1024,
    temperature=0.2,
    top_p=0.9,
    messages=[{"role": "user", "content": "Summarize this report."}],
)
Afterpython
response = client.messages.create(
    model="claude-opus-4-8",
    max_tokens=1024,
    system="Be concise and use a consistent factual tone.",
    messages=[{"role": "user", "content": "Summarize this report."}],
)

Official source receipts

These provider pages support the dates, identifiers, symptoms, and migration direction recorded above.

Official source 1 · verified July 26, 2026Claude API parameter deprecations

Anthropic · Official documentation