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Guide

Complete Claude Opus 5.5 Guide

Advanced coding, AI agents, professional work and long-running tasks

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The guide

Every section is a compact, self-contained card.

01

What is Claude Opus 5.5?

Claude Opus 5.5 is Anthropic’s latest Opus model, released on September 22, 2026.

It is designed for demanding coding, AI agents, computer use, professional knowledge work, financial analysis, research, and complex multi-step tasks.

Anthropic positions it as its strongest Opus model yet.

02

Core strengths

  • Agentic coding
  • Complex reasoning
  • Long-running tasks
  • Large codebase work
  • AI agents
  • Multi-tool workflows
  • Computer use
  • Professional knowledge work
  • Financial analysis
  • Document analysis
  • Research and synthesis
  • Visual understanding
  • Spreadsheet, presentation, and document workflows
  • Following detailed instructions
  • Clear professional writing
03

What changed from Opus 5?

  • 20% lower input token price
  • 20% lower output token price
  • 60% cheaper cache reads
  • About 40% lower cost on typical workloads at default settings
  • More than 30% faster output generation
  • Better agentic coding performance
  • Better computer-use capabilities
  • Better knowledge-work performance
  • Greater token efficiency
  • Fewer steps for many agentic tasks
  • Clearer and more natural communication
  • Better performance on long-running projects
04

Adaptive thinking

Claude Opus 5.5 uses adaptive thinking.

The model dynamically determines how much reasoning a task requires instead of treating every request equally.

Available effort levels

  • Low
  • Medium
  • High
  • XHigh
  • Max

Medium is the default effort level.

Higher effort can improve performance on difficult tasks but generally increases latency and token consumption.

Low
Use for simpler tasks.
Medium
Use for most everyday professional work.
High or XHigh
Use for difficult coding, analysis, and agentic workflows.
Max
Reserve for exceptionally difficult tasks where quality matters more than cost or speed.
05

Coding

Opus 5.5 is particularly strong at agentic software engineering.

  • Build features
  • Debug complex issues
  • Refactor code
  • Review pull requests
  • Navigate large repositories
  • Run terminal workflows
  • Investigate root causes
  • Write tests
  • Fix failing tests
  • Perform codebase-wide migrations
  • Work across multiple files
  • Explain its modifications
  • Execute long-running engineering tasks

Reported benchmarks

  • 66.4% on Terminal-Bench 4.0 at XHigh effort
  • 54.4% on FrontierCode v1.1 Main
  • 57.8% on CursorBench 4.0
06

Agentic work

Opus 5.5 is built for workflows where Claude needs to do more than simply answer a prompt.

  • Plan multi-step tasks
  • Use tools
  • Coordinate subagents
  • Navigate applications
  • Gather information
  • Analyze results
  • Take sequential actions
  • Check its own work
  • Maintain progress across long tasks
  • Report what it completed
  • Identify what it needs next

This makes it particularly useful for autonomous and semi-autonomous AI agents.

07

Computer use

Opus 5.5 combines visual understanding with reasoning for computer-based workflows.

  • Websites
  • Software interfaces
  • Screenshots
  • Documents
  • Charts
  • Dashboards
  • Diagrams
  • Multiple applications

This allows agents built around the model to perform multi-step digital workflows that require both perception and judgment.

08

Knowledge work

Opus 5.5 is designed for serious professional work such as:

  • Market research
  • Competitive analysis
  • Strategy
  • Financial research
  • Data interpretation
  • Document synthesis
  • Business analysis
  • Report generation
  • Planning
  • Decision support
  • Due diligence
  • Complex research

Anthropic reports an Elo score of 1,846 on GDPval-AA v2.1, which evaluates real-world professional work across dozens of occupations.

09

Financial work

  • Reading financial filings
  • Analyzing financial models
  • Reviewing charts
  • Comparing companies
  • Extracting financial information
  • Research synthesis
  • Scenario analysis
  • Creating financial summaries
  • Supporting reporting workflows

Human verification remains important for financial decisions and compliance-sensitive outputs.

10

Vision

Opus 5.5 can reason across visual information such as:

  • Screenshots
  • Charts
  • Graphs
  • Diagrams
  • Documents
  • Tables
  • Interface layouts
  • Complex imagery

This makes it useful when text and visual information need to be understood together.

11

Writing

Opus 5.5 is designed to communicate more naturally than earlier Opus models.

  • Put important information first
  • Follow writing constraints
  • Produce clearer explanations
  • Reduce unnecessary jargon
  • Maintain instructions across longer sessions
  • Produce professional business writing

It can be used for reports, documentation, research summaries, marketing material, proposals, strategy documents, and other professional writing.

12

Long-running tasks

One of its major strengths is handling large, sprawling projects.

  • Repository-wide code migrations
  • Large code audits
  • Multi-stage research
  • Complex business analysis
  • Agent workflows involving many tools
  • Large document collections
  • End-to-end software projects

The advantage is not simply answering difficult questions. It is maintaining useful performance across many interconnected steps.

13

Claude Code

Opus 5.5 is particularly suited to Claude Code.

  • Building applications
  • Exploring unfamiliar repositories
  • Debugging
  • Refactoring
  • Testing
  • Code review
  • Architecture analysis
  • Large migrations
  • Terminal automation
  • Complex multi-file implementation

For difficult engineering projects, give Claude a clear objective, constraints, testing requirements, and definition of completion.

14

API model

API model ID:

claude-opus-5-5

15

Standard API pricing

Input
$4 per 1 million tokens
Output
$20 per 1 million tokens
Cache reads
$0.20 per 1 million tokens
5-minute cache writes
$5 per 1 million tokens
1-hour cache writes
$8 per 1 million tokens

Prompt caching can significantly reduce the cost of workloads repeatedly using the same large context.

16

Fast Mode

Opus 5.5 also offers Fast Mode for supported Claude Code and Claude Platform usage. It can provide up to approximately 2.5x faster generation.

Input
$8 per 1 million tokens
Output
$40 per 1 million tokens

Use Fast Mode when latency matters more than minimizing token costs.

17

Where you can use it

  • Claude
  • Claude Code
  • Claude Platform
  • Claude API
  • Amazon Web Services
  • Google Cloud
  • Microsoft Foundry

In Claude, Opus 5.5 is available to eligible Pro, Max, Team, and Enterprise users.

18

How to prompt Opus 5.5

1. Role
Tell Claude what expertise or perspective the task requires.
2. Objective
Clearly describe the final result you need.
3. Context
Provide the information Claude needs to understand the situation.
4. Input
Give Claude the documents, data, code, requirements, or other source material.
5. Constraints
Specify what Claude must and must not do.
6. Process
For complex workflows, describe important stages or requirements.
7. Output
Define exactly what the finished answer should contain.
8. Quality bar
Explain what a successful result looks like.
19

Master prompt template

Role: Act as [role/expertise]. Objective: Complete [specific objective]. Context: Here is the relevant background: [context]. Input: Use the following information: [input]. Requirements: Follow these requirements: [requirements]. Constraints: Do not [constraints]. Process: Analyze the task carefully, use available tools where appropriate, verify important assumptions, and check your work before completing the task. Output: Return the result as [desired format]. Success criteria: The result should be [accuracy, completeness, tone, depth, or other quality requirements].

20

Best practices

  • Give Claude a specific goal
  • Provide relevant context
  • Define success clearly
  • Separate instructions from source material
  • Specify your desired output structure
  • Give examples when formatting matters
  • Use structured sections for complex prompts
  • Provide tools when external actions are required
  • Tell Claude what it is allowed to change
  • Define boundaries for autonomous tasks
  • Ask it to verify completed work
  • Use prompt caching for repeated large contexts
  • Match reasoning effort to task difficulty
  • Avoid Max effort when simpler settings already solve the task
21

Use Medium effort for

  • Writing
  • Summarization
  • Research synthesis
  • Everyday coding
  • Document analysis
  • Business analysis
  • General professional work
22

Use High or XHigh for

  • Complex debugging
  • Difficult coding
  • Architecture decisions
  • Large codebase changes
  • Deep research
  • Complex financial analysis
  • Multi-step agents
  • Difficult reasoning
  • Computer-use agents
23

Use Max effort for

  • Extremely difficult reasoning
  • Hard engineering problems
  • High-complexity agentic tasks
  • Problems where additional reasoning is worth the extra cost and latency
24

Best use cases

Developers
Coding, debugging, refactoring, migrations, code review, architecture, and autonomous engineering.
Businesses
Research, analysis, reports, documents, spreadsheets, presentations, workflows, and agents.
Researchers
Literature analysis, synthesis, data interpretation, research planning, and complex reasoning.
Analysts
Financial analysis, market research, competitive intelligence, document analysis, and reporting.
Creators
Research, ideation, scripting, editing, content repurposing, and structured knowledge extraction.
AI Builders
Tool-using agents, coding agents, browser agents, enterprise workflows, computer-use systems, and multi-agent systems.
25

When not to use Opus 5.5

Opus 5.5 can be unnecessary for simple high-volume tasks.

For tasks such as basic classification, short extraction, simple rewriting, straightforward summarization, or massive repetitive workloads, a smaller and cheaper model may provide better economics.

Use Opus 5.5 when the additional intelligence, reasoning, reliability, coding capability, or agentic performance provides meaningful value.

26

Limitations

  • It can still make factual mistakes
  • Generated code still requires testing
  • Research claims should still be verified
  • Tool-using agents can take incorrect actions
  • More reasoning does not guarantee correctness
  • Higher effort increases computational cost
  • Benchmark leadership does not guarantee superiority on every real-world task
  • Sensitive financial, legal, medical, security, and other high-stakes work still requires appropriate human review

The big idea

Claude Opus 5.5 is not just designed to answer harder questions. Its biggest strengths are completing complex work, operating tools, coding across large projects, reasoning over professional information, and sustaining long-running agentic workflows with improved efficiency.

  • Coding
  • AI agents
  • Computer use
  • Knowledge work
  • Long-running tasks

Claude Opus 5.5 in one line: Anthropic’s powerful Opus model for advanced coding, AI agents, computer use, professional knowledge work, and complex long-running tasks, with better speed and economics than Opus 5.

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