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Claude 3.7 Sonnet (Reasoning)

AnthropicClaude

Description

The most intelligent Claude model and the first hybrid reasoning model on the market. Claude 3.7 Sonnet can produce near-instant responses or extended, step-by-step thinking that is made visible to the user. Shows particularly strong improvements in coding and front-end web development.

Release Date
2025-02-24
Parameters
Context Length
200K
Modalities
image, pdf, text

Capability Radar

42
general
41
coding
62
reasoning
51
scienceest.
70
agents
80
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability111
35.0
LS
Code Ranking170
52.0
AA
General Ranking148
57.0
AA
Math Reasoning145
63.0
AA
Science148
55.0
AA

Benchmark Scores (LLM Stats)

Agents

Terminal-Bench35.2%SR

Biology

GPQA84.8%SR

Code

SWE-Bench Verified70.3%SR

Communication

TAU-bench Retail81.2%SR
TAU-bench Airline58.4%SR

General

IFEval93.2%SR
MMMLU86.1%SR
MMMU75.0%SR

Math

MATH-50096.2%SR
AIME 202480.0%SR
AIME 202554.8%SR

AA Evaluation Indices

Math Index
56.3
Coding Index
36.4
Intelligence Index
27.1
Math 500
0.9
Mmlu Pro
0.8
Gpqa
0.8
Lcr
0.6
Aime 25
0.6
Tau2
0.5
Aime
0.5
Ifbench
0.5
Livecodebench
0.5
Scicode
0.4
Terminalbench Hard
0.2
Hle
0.1

LLM Stats Category Scores

Instruction Following
90
Language
90
Structured Output
90
Math
80
Multimodal
80
Physics
80
General
80
Healthcare
80
Biology
80
Chemistry
80
Vision
80
Reasoning
70
Frontend Development
70
Communication
70
Tool Calling
70
Code
50
Agents
40

Pricing

Input PriceFree
Output PriceFree
Blended Price (3:1)Free
Cache Read Price$0.3 / 1M tokens
Cache Write Price$3.75 / 1M tokens

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

3 providers

Cheapest: AbacusMost Expensive: Anthropic
ProviderInputOutput
1AbacusCheapest
$3
$15
2LLM Gateway
$3
$15
3Anthropic
$3
$15

Compare pricing across different API providers for this model.

External Sources