Models Model details

Anthropic

Anthropic: Claude Sonnet 4.5 (batch)

anthropic/claude-sonnet-4.5:batch

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with improvements across system design, code security, and specification adherence. The model is designed for extended autonomous operation, maintaining task continuity across sessions and providing fact-based progress tracking. Sonnet 4.5 also introduces stronger agentic capabilities, including improved tool orchestration, speculative parallel execution, and more efficient context and memory management. With enhanced context tracking and awareness of token usage across tool calls, it is particularly well-suited for multi-context and long-running workflows. Use cases span software engineering, cybersecurity, financial analysis, research agents, and other domains requiring sustained reasoning and tool use.

Input
$1.5

/ 1M tokens

Output
$7.5

/ 1M tokens

Context window
1M

tokens

Limits

Context

1,000,000

tokens

Max output

64,000

6.4% of the context window

Model facts

Author

Anthropic

Tokenizer

Claude

Modality

Text + Image + File -> Text

Knowledge cutoff

2025-01-31

Created

Sep 29, 2025

Default generation parameters

temperature

1

top_p

1

Publication status

Hugging Face: unavailableLicense: not publishedParameter count: not published

Modalities

Input · TextInput · ImageInput · FileOutput · Text

Generation controls

Include reasoningMax tokensReasoningResponse formatStopStructured outputsTemperatureTool choiceToolsTop kTop p

Capability scores

15.8
Agentic index

Better than 42% of models compared

52.1
Coding index

Better than 51% of models compared

20.7
Intelligence index

Better than 49% of models compared

Creative tasks

Category performance

ASCII art
Top 40%

1207 Elo

56.1% win

SVG
Top 70%

1113 Elo

52.2% win

Websites
Top 53%

1191 Elo

51.8% win

Code
Top 52%

1184 Elo

51.5% win

Games
Top 55%

1169 Elo

51.1% win

3D
Top 56%

1158 Elo

51.0% win

UI components
Top 57%

1172 Elo

49.5% win

Data visualization
Top 62%

1167 Elo

47.4% win

Agent tasks

Category performance

Mobile apps
Top 72%

1134 Elo

52.9% win

Full-stack apps
Top 81%

1050 Elo

43.7% win

Web apps
Top 92%

1051 Elo

43.2% win