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Claude Opus 4.8

claude-opus-4.8
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Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token... Built by Anthropic.

Prices updated

Input price

$5.00

per 1M tokens · Standard

Output price

$25

per 1M tokens · Standard

Input limit

1M

tokens

Output limit

128K

tokens

Input formats

TextImageVideoAudioPDF

Output formats

TextImageVideoAudioPDF
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Claude Opus 4.8 price history

2 price records since 9/25/2026

Claude Opus 4.8 cost calculator

Input20M tokens
Output5M tokens

$225/month

Standard pricing

    Overview

    What is Claude Opus 4.8?

    Claude Opus 4.8 is a text & reasoning and vision model from Anthropic. Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token... Its 1M context window and $5.00 input price make it a candidate for quality-focused production applications.

    Image understandingDocument analysisContent workflowsClassification

    Benchmarks

    Claude Opus 4.8 benchmarks & speed

    How Claude Opus 4.8 scores on standardized evaluations, and where it lands among every model we track.

    41.8

    Intelligence Index

    Better than 90% of 153 models

    57tok/s

    Output speed

    Better than 21% of 119 models

    1258

    DesignArena Elo

    Better than 65% of 81 models

    Reasoning

    GPQA Diamond

    92.0%

    Graduate-level scientific reasoning · top 15%

    HLE

    48.7%

    Humanity's Last Exam · top 5%

    Coding

    SciCode

    54.4%

    Python for scientific computing · top 31%

    Latency & design

    Time to first token
    47.8s
    DesignArena win rate
    52.7%
    Design battles judged
    30,708

    Independent scores from Artificial Analysis and DesignArena · updated 10/8/2026. Higher is better; ranks compare against every model we track with that score.

    Rates

    Claude Opus 4.8 pricing

    Pricing is based on token usage. Provider-specific caching, batch, regional, and tool charges may affect the final cost.

    Input · Standard

    $5.00

    Per 1M tokens

    Cached input · Standard

    $0.50

    Per 1M tokens

    Capabilities

    Claude Opus 4.8 Tools

    Tools available when using Claude Opus 4.8 through supported provider APIs.

    Function calling

    Supported

    Structured outputs

    Supported

    JSON mode

    Supported

    Reasoning

    Supported

    Built-in web search

    Not supported

    Log probabilities

    Not supported

    Deterministic seed

    Not supported

    Parallel tool calls

    Not supported

    Prompt caching

    Supported

    Strengths and limitations

    Strengths

    • Measured results (AA Intelligence 41.8 · DesignArena Elo 1258) position it for demanding production work.
    • 1M context supports large documents, repositories and extended conversations.
    • Supports text & reasoning and vision workloads in one model.

    Limitations

    • Generated tokens cost 5× more than input tokens, which matters for verbose responses.
    • Large context capacity does not guarantee consistent retrieval across the entire prompt.
    • Arena Elo and MMLU-Pro are directional; test accuracy, latency and reliability on your own workload before committing.

    Arena Elo, MMLU-Pro and pricing figures are illustrative; validate current vendor terms before purchase.

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    Frequently asked questions about Claude Opus 4.8

    Claude Opus 4.8 is a text & reasoning and vision model from Anthropic. Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...