Claude Sonnet 4.5

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.

Share

Model details

Context window1,000,000 tokens
Max completion size9 tokens
Prompt cost / 1K tokens$0.000003
Completion cost / 1K tokens$0.000015
Accepts
Produces

Benchmark performance

Overall

78
score
7th
placement

Cost

60
score
18th
placement

Logic

89
score
3rd
placement

Speed

86
score
14th
placement

Scoring

16
score
22nd
placement

Tool Use

64
score
2nd
placement

Hallucination

100
score
1st
placement

Classification

39
score
2nd
placement

Structured Output

100
score
1st
placement

Pricing

Usage pricing
Prompt
$0.000003
Completion
$0.000015
Request
FREE
Image
FREE
Web Search
FREE
Internal Reasoning
FREE
Input Cache Read
FREE
Input Cache Write
FREE

Best Overall scoring LLMs

xAI

Grok 4 Fast

88
score
1st
placement
Qwen

Qwen3 VL 235B A22B Instruct

86
score
2nd
placement
xAI

Grok 4.1 Fast

84
score
3rd
placement
OpenAI

GPT-5.1 Chat

82
score
4th
placement
OpenAI

GPT-5.1-Codex

82
score
4th
placement
Anthropic

Claude Haiku 4.5

80
score
5th
placement