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Anthropic · Released May 28, 2026

Claude Opus 4.8

Top Claude Opus tier for the hardest reasoning, coding, and long-horizon agents.

  • Proprietary
  • Reasoning
  • Tool calling
  • Vision
Capability
158.3ECI · #12 of 148
Input
$5.00per 1M tokens
Output
$25.00per 1M tokens
Context
1M128K max output
Pricing

What it costs

Input
$5.00per million tokens
Output
$25.00per million tokens
Cached input
$0.50per million tokens
Cache write
$6.25per million tokens
Blended (3:1)
$10.00pricier than 93% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$22.50
Team assistant25M input + 5M output tokens$250.00
Production app250M input + 50M output tokens$2,500

Official Anthropic API price, as listed on models.dev.

Capability

Independent benchmarks

158.3Epoch Capabilities Index
#12 of 148 scored models
88Median 146167

The shaded band is Epoch AI’s confidence range (156.1–160.7); the tick marks the median scored model.

  • GPQA DiamondGraduate-level science questions · max setting91.0%
  • FrontierMath Tiers 1–3Research-level mathematics · max setting80.0%
  • OTIS Mock AIME 2024–2025Competition mathematics · max setting98.3%
  • SimpleQA VerifiedShort factual questions · max setting53.0%

Scores from Epoch AI, run independently of Anthropic.

Specifications

The details

Lab
Anthropic
Released
May 28, 2026
Knowledge cutoff
Jan 2026
Context window
1,000,000 tokens
Max output
128,000 tokens
Inputs
Text, Images, PDFs
Output
Text
Reasoning
Adjustable effort low · medium · high · xhigh · max
Tool calling
Yes
Structured output
Yes
Weights
Proprietary
API model ID
claude-opus-4-8on Anthropic
Availability
45 API providerslisted on models.dev

Anthropic model documentation

Lab-reported

What Anthropic claims

Published by the lab at launch. Settings vary, so compare these only with care.

BenchmarkScoreSettingSource
SWE-Bench Pro69.2 resolve rate—Source
Terminal-Bench v2.174.6 success rate—Source
SWE-Bench Verified88.6 resolved—Source
Humanity's Last Exam49.8no toolsSource
Humanity's Last Exam57.9with toolsSource
OSWorld-Verified83.4 success rate—Source
FrontierCode13.4high effortSource
Same lab

More from Anthropic

Questions

About Claude Opus 4.8

How much does Claude Opus 4.8 cost?

Claude Opus 4.8 costs $5.00 input / $25.00 output per million tokens (official Anthropic API price). Cached input is $0.50 per million tokens, and writing to the cache costs $6.25. At a 3:1 input-to-output mix that is $10.00 per million tokens, more expensive than 93% of the 360 priced models we track.

What is the context window of Claude Opus 4.8?

Claude Opus 4.8 accepts up to 1,000,000 tokens per request and can write up to 128,000 tokens in one response.

How good is Claude Opus 4.8?

Epoch AI gives Claude Opus 4.8 a Capabilities Index score of 158.3 (likely range 156.1–160.7), ranking it #12 of 148 models Epoch has scored. Epoch AI benchmark results: GPQA Diamond 91.0%, FrontierMath Tiers 1–3 80.0%, OTIS Mock AIME 2024–2025 98.3%, SimpleQA Verified 53.0%.

Is Claude Opus 4.8 open source?

No. Claude Opus 4.8 is proprietary; you use it through Anthropic’s API or partner platforms.

What inputs does Claude Opus 4.8 support?

Claude Opus 4.8 accepts text, images and PDFs and replies in text. It is a reasoning model with low, medium, high, xhigh and max effort settings, supports tool calling and can return structured JSON output.

When was Claude Opus 4.8 released?

Anthropic released Claude Opus 4.8 on May 28, 2026. Its training data runs to Jan 2026.

What are the best alternatives to Claude Opus 4.8?

The closest current models from other labs on capability, price and release date are GPT-5.5 (OpenAI, ECI 159.2, $5.00 / $30.00), Kimi K3 (Moonshot AI, ECI 157.6, $3.00 / $15.00), Qwen3.8 Max (Alibaba (Qwen), ECI 156.6, $2.00 / $6.00) and Grok 4.6 (xAI, ECI 156.6, $2.00 / $6.00).