Models Model details

Anthropic

Anthropic: Claude Opus 4.8

anthropic/claude-opus-4.8

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 context window. It is suited for highly autonomous agents, long-horizon agentic work, knowledge work, and memory-driven tasks where coherence over extended sessions matters. It is particularly strong on multi-step reasoning, complex coding, and end-to-end project orchestration - large codebases, multi-stage debugging, and long-running asynchronous agent pipelines. Beyond coding, it handles knowledge work such as drafting documents, building presentations, and analyzing data, maintaining quality across very long outputs.

Input
$5

/ 1M tokens

Output
$25

/ 1M tokens

Context window
1M

tokens

Limits

Context

1,000,000

tokens

Max output

128,000

13% of the context window

Model facts

Author

Anthropic

Tokenizer

Claude

Modality

Text + Image + File -> Text

Created

May 27, 2026

Reasoning

Default HighMaxXhighHighMediumLowNone

Publication status

Hugging Face: not mappedLicense: not publishedParameter count: not published

Modalities

Input · TextInput · ImageInput · FileOutput · Text

Generation controls

Include reasoningMax completion tokensMax tokensReasoningReasoning effortResponse formatStopStructured outputsTool choiceToolsVerbosity

Capability scores

41.9
Agentic index

Better than 75% of models compared

74.3
Coding index

Better than 84% of models compared

41.8
Intelligence index

Better than 86% of models compared

Agent tasks

Category performance

agenticslides(python pptx)
Top 7%

1310 Elo

68.9% win

pptxslides
Top 8%

1306 Elo

67.9% win

Slide decks
Top 8%

1298 Elo

65.9% win

Agentic slides
Top 7%

1294 Elo

64.8% win

HTML slides
Top 19%

1220 Elo

58.0% win

Android apps
Top 23%

1247 Elo

56.4% win

Agentic games
Top 19%

1238 Elo

55.9% win

Godot games
Top 30%

1231 Elo

55.8% win

Agentic HTML slides
Top 27%

1227 Elo

55.6% win

Additional published result
  • Agentic slides (HTML)

    1230 Elo · Rank #3 · 56.0% win · Top 27%

Mobile apps
Top 25%

1220 Elo

55.5% win

Full-stack apps
Top 19%

1249 Elo

55.3% win

Web apps
Top 28%

1223 Elo

51.4% win

Creative tasks

Category performance

ASCII art
Top 13%

1278 Elo

62.1% win

UI components
Top 37%

1258 Elo

53.1% win

Websites
Top 32%

1259 Elo

52.9% win

Data visualization
Top 36%

1240 Elo

52.8% win

Games
Top 29%

1264 Elo

52.6% win

Code
Top 35%

1256 Elo

52.5% win

3D
Top 39%

1224 Elo

51.6% win

SVG
Top 38%

1193 Elo

51.4% win