Claude 4.7 Migration Guide

What’s New

See Anthropic’s Migrating to Claude Opus 4.7 for a full overview of changes.

Claude 4.7 Opus introduces three major changes:

1. Sampling parameters removed — temperature, top_p, and top_k are no longer supported and will be ignored
2. Adaptive-only thinking — when reasoning is enabled the only supported mode is adaptive; thinking.budget_tokens is no longer supported and reasoning.max_tokens is ignored
3. New 'xhigh' effort level — a new effort level between 'high' and 'max' via verbosity / output_config.effort

Sampling Parameters Removed

Claude 4.7 Opus no longer accepts temperature, top_p, or top_k. If you pass these parameters, they will be silently ignored — your request will still succeed, but the parameters will have no effect.

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// These parameters are ignored on Claude 4.7 Opus
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{
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  "model": "anthropic/claude-4.7-opus",
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  "temperature": 0.5,
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  "top_p": 0.9,
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  "top_k": 50,
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  "messages": [{ "role": "user", "content": "Hello" }]
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}

Adaptive-Only Thinking

Claude 4.7 Opus supports only adaptive thinking. On 4.6, reasoning could be controlled via a token budget (reasoning.max_tokens / thinking.budget_tokens) or left adaptive; on 4.7, budget-based thinking is removed and adaptive is the only remaining mode when reasoning is on.

Reasoning itself remains opt-in on all Anthropic models via reasoning.enabled=true — 4.7 does not change that.

Concretely on 4.7:

• reasoning.max_tokens is accepted but ignored
• reasoning.effort maps to Anthropic’s output_config.effort (see Parameter Summary) rather than a thinking budget
• thinking.budget_tokens is no longer supported upstream

To influence overall response effort (not reasoning-specific), use verbosity. It maps to Anthropic’s output_config.effort and applies whether or not reasoning is enabled.

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// Opt in to adaptive thinking — the only thinking mode on 4.7 Opus
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{
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  "model": "anthropic/claude-4.7-opus",
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  "reasoning": { "enabled": true },
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  "messages": [{ "role": "user", "content": "Solve this problem step by step" }]
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}

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// reasoning.max_tokens is ignored (adaptive used)
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{
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  "model": "anthropic/claude-4.7-opus",
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  "reasoning": { "enabled": true, "max_tokens": 10000 },
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  "messages": [{ "role": "user", "content": "Hello" }]
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}
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// ↑ Equivalent to just { "reasoning": { "enabled": true } }

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// reasoning.effort maps to output_config.effort (thinking stays adaptive)
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{
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  "model": "anthropic/claude-4.7-opus",
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  "reasoning": { "enabled": true, "effort": "low" },
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  "messages": [{ "role": "user", "content": "Hello" }]
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}
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// ↑ Equivalent to { "reasoning": { "enabled": true }, "verbosity": "low" }

New 'xhigh' Effort Level

A new 'xhigh' effort level is available between 'high' and 'max' via the verbosity parameter. This maps to Anthropic’s output_config.effort.

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{
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  "model": "anthropic/claude-4.7-opus",
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  "verbosity": "xhigh"
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}

The full effort scale is now: low → medium → high → xhigh → max.

Parameter Summary

With sampling parameters and reasoning budgets removed on 4.7, output_config.effort is the remaining lever for influencing overall response effort. You can set it via verbosity, or via reasoning.effort when reasoning is enabled (verbosity wins if both are passed; 'minimal' maps to 'low', and 'none' disables reasoning entirely so no output_config.effort is sent).

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{ "model": "anthropic/claude-4.7-opus", "verbosity": "xhigh" }

Breaking Changes