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Comparison

Claude Sonnet vs Opus

When to spend up within the Claude family.

1 min readupdated 2026-07-04

/ quick answer

Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks. When to spend up within the Claude family.

When to spend up within the Claude family. Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks. Recommendation: Start on Sonnet. Escalate to Opus only where evals prove a lift that justifies the cost. This comparison node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Overview
Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks.
Differences
DimensionOption AOption B
Cost per Mtok~$3 in / $15 out (Sonnet)~$15 in / $75 out (Opus)
SpeedFast (Sonnet)Slower (Opus)
Best for90% of workloads (Sonnet)Complex reasoning, agents (Opus)
Use Cases
  • Chat, RAG, extraction → Sonnet
  • Multi-hop reasoning, autonomous agents → Opus
Recommendation
Start on Sonnet. Escalate to Opus only where evals prove a lift that justifies the cost.
/ frequently asked

What is the difference in Claude Sonnet vs Opus?

Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks.

What are the main points of comparison?

Cost per Mtok: ~$3 in / $15 out (Sonnet) vs ~$15 in / $75 out (Opus) · Speed: Fast (Sonnet) vs Slower (Opus) · Best for: 90% of workloads (Sonnet) vs Complex reasoning, agents (Opus)

Which one should I choose?

Start on Sonnet. Escalate to Opus only where evals prove a lift that justifies the cost.

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Related concepts

The vocabulary this page depends on.

  • Fine-Tuning

    Continuing to train a base model on your own examples to specialize its behavior.

  • Context Window

    The maximum amount of text (in tokens) an LLM can consider in a single call.

  • Multimodal AI

    Models that natively process more than one input type — text, images, audio, or video.

  • Claude Code

    Anthropic's terminal-native coding agent that edits real codebases.

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The tools that run it in production.

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Comparisons & alternatives

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