claude-3.7-sonnet

completions

byanthropic

claude-3.7-sonnet

completions

Published by: anthropicProvider:

anthropic

Intelligent model, with visible step‑by‑step reasoning

Released

Feb 24, 2025

Knowledge

Aug 1, 2023

Context

200K

Input

$3 / 1M tokens

Output

$15 / 1M tokens

Cached

$0.3 / 1M tokens

Cached Write

$3.75 / 1M tokens

Capabilities: tools

Accepts: text

Returns: text, image

Released Feb 24, 2025Knowledge Cutoff: Aug 1, 2023

Context: 200K Input: $3 / 1M tokensOutput: $15 / 1M tokensCached: $0.3 / 1M tokensCached Write: $3.75 / 1M tokensCapabilities: toolsAccepts: textReturns: text, image

Access claude-3.7-sonnet through LangDB AI Gateway

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Benchmark Results for claude-3.7-sonnet

Category Performance Scores:

Academia: Score 49.55 (Top 41% - Rank #138)
Finance: Score 27.25 (Top 67% - Rank #225)
Marketing: Score 66.76 (Top 7% - Rank #24)
Maths: Score 21.00 (Top 68% - Rank #228)
Programming: Score 32.30 (Top 44% - Rank #148)
Science: Score 64.56 (Top 37% - Rank #124)
Writing: Score 60.79 (Top 18% - Rank #61)

Overall Performance: 46.03051587301588 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	22.30	Top 57%	Mathematics
AA Coding Index	32.30	Top 44%	Programming
AAII	33.50	Top 44%	General
AA Math Index	21.00	Top 68%	Mathematics
GPQA	65.60	Top 38%	STEM (Physics, Chemistry, Biology)
HLE	4.80	Top 45%	General Knowledge
LiveCodeBench	39.40	Top 45%	Programming
MATH-500	85.00	Top 52%	Mathematics
MMLU-Pro	80.30	Top 29%	General Knowledge
SciCode	37.60	Top 13%	Scientific

GPQA Score: 65.60 - Graduate-level reasoning benchmark

Model Comparison:

Provider: anthropic

Model Type: completions

Context Size: 200000 tokens

Comparing against 335 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

AIME

22.3

Mathematics

AA Coding Index

32.3

Programming

AAII

33.5

General

AA Math Index

21.0

Mathematics

GPQA

65.6

STEM (Physics, Chemistry, Biology)

HLE

4.8

General Knowledge

LiveCodeBench

39.4

Programming

MATH-500

85.0

Mathematics

MMLU-Pro

80.3

General Knowledge

SciCode

37.6

Scientific

Metric	AIME	AA Coding Index	AAII	AA Math Index	GPQA	HLE	LiveCodeBench	MATH-500	MMLU-Pro	SciCode
Score	22.3	32.3	33.5	21.0	65.6	4.8	39.4	85.0	80.3	37.6

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Code Examples

Integration samples and API usage

Code Samples for claude-3.7-sonnet

Python SDK Example:

from openai import OpenAI

client = OpenAI(
    base_url="https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    api_key="<your_api_key>"
)

response = client.chat.completions.create(
    model="claude-3.7-sonnet",
    messages=[
        {"role": "user", "content": "Hello, how are you?"}
    ]
)

print(response.choices[0].message.content)

TypeScript SDK Example:

import OpenAI from 'openai';

const client = new OpenAI({
    baseURL: "https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    apiKey: "<your_api_key>"
});

const response = await client.chat.completions.create({
    model: "claude-3.7-sonnet",
    messages: [
        { role: "user", content: "Hello, how are you?" }
    ]
});

console.log(response.choices[0].message.content);

cURL Example:

curl -X POST "https://api.us-east-1.langdb.ai/projects/<your_project_id>/v1/chat/completions" \
  -H "Authorization: Bearer <your_api_key>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-3.7-sonnet",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: claude-3.7-sonnet

Provider: anthropic

API Endpoint: $https://api.us-east-1.langdb.ai

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claude-3.7-sonnet by anthropic - AI Model Details, Pricing, and Performance Metrics

claude-3.7-sonnet

claude-3.7-sonnet

Access claude-3.7-sonnet through LangDB AI Gateway

Category Scores

Benchmark Tests

Compare with Similar Models

Code Examples

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