Skip to content

Claude 3.7 Sonnet

claude-3.7-sonnet

Claude 3.7 Sonnet is an advanced model with stronger reasoning, coding, and problem-solving abilities. It introduces a hybrid mode where users can choose fast answers or slower step-by-step reasoning for harder tasks. It’s especially improved at coding (including front-end and full-stack work) and performs well in agent-style, multi-step workflows — while keeping similar baseline performance to earlier versions.

Context
200K tokens
Endpoint
Get API KeyCompare

Pricing

Input$2.10 / 1M
Output$10.50 / 1M
Cache Write (5m)$2.625 / 1M
Cache Write (1h)$4.20 / 1M
Cache Read$0.21 / 1M
Web Search$0 / 1M

Quick Start

Select an endpoint and copy a working example for this model.

Endpoint
python
from openai import OpenAI client = OpenAI(    api_key="YOUR_API_KEY",    base_url="https://api.apertis.ai/v1") response = client.chat.completions.create(    model="claude-3.7-sonnet",    messages=[        {"role": "user", "content": "Hello!"}    ],    max_tokens=1024,    temperature=0.7) print(response.choices[0].message.content) # Optional: Enable context compression to reduce token usage# response = client.chat.completions.create(#     model="claude-3.7-sonnet",#     messages=[{"role": "user", "content": "Hello!"}],#     extra_body={"compression": {"enabled": True, "model": "gpt-4.1-mini"}}# )

Supported Parameters

API docs
Common7 params
modelmessagesmax_tokenstemperaturetop_pstreamtools
Extended4 params
reasoning_effortstream_optionsthinkingextra_body

Cursor IDE Model IDs

Use these namespaced identifiers in Cursor IDE to avoid conflicts with built-in models.

claude-3.7-sonnet

Compare with Other Models

See how this model compares to others from the same provider.

Claude Fable 5.1

Claude Fable 5.1 is an upgraded version of Fable 5, delivering broad improvements with particularly strong gains in agentic coding, long-running workflows, and professional knowledge work. It excels at large code refactors, front-end and visual code generation, financial analysis, and complex analytical tasks. Compared with Fable 5, it also produces more concise plans and summaries while maintaining strong performance across extended tasks, making it a natural upgrade for existing Fable workflows and a strong option alongside Opus 5 for reasoning-intensive applications.

Context
1M
Input
$10.00/M
Output
$50.00/M

Claude Sonnet 4.5 (Thinking)

Claude Sonnet 4.5 is Anthropic's most advanced Sonnet model, built for real-world agents and coding workflows. It delivers top-tier coding performance (including SWE-bench Verified) with stronger system design, security, and spec adherence, and supports long-running autonomous work with progress tracking. It introduces more powerful agent features — better tool orchestration, speculative parallel execution, and smarter context/memory management — making it especially effective for complex, multi-context workflows across engineering, security, finance, and research.

Context
1M
Input
$1.50/M
Output
$7.50/M

Claude Haiku 4.5 (Thinking)

Claude Haiku 4.5 is Anthropic's fastest, most efficient model, offering near-frontier capability at much lower cost and latency. It now supports extended, controllable reasoning and full tool-assisted workflows, including coding and computer use. With >73% on SWE-bench Verified, it matches Sonnet-level performance while staying highly responsive for real-time and large-scale deployments.

Context
200K
Input
$0.50/M
Output
$2.50/M

Claude Sonnet 4

Claude Sonnet 4 is a major upgrade over Sonnet 3.7, delivering stronger coding and reasoning with better precision and control. It reaches 72.7% on SWE-bench, while staying efficient and responsive, making it useful for everything from everyday coding to complex software projects. Improvements include better autonomous codebase navigation, fewer agent workflow errors, and more reliable handling of complex instructions.

Context
200K
Input
$1.00/M
Output
$5.00/M