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.
/ 1M tokens
/ 1M tokens
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
Modalities
Generation controls
Capability scores
Better than 42% of models compared
Better than 51% of models compared
Better than 49% of models compared
Creative tasks
Category performance
1207 Elo
56.1% win
1113 Elo
52.2% win
1191 Elo
51.8% win
1184 Elo
51.5% win
1169 Elo
51.1% win
1158 Elo
51.0% win
1172 Elo
49.5% win
1167 Elo
47.4% win
Agent tasks
Category performance
1134 Elo
52.9% win
1050 Elo
43.7% win
1051 Elo
43.2% win