Anthropic

Claude 3.7 Sonnet API Benchmarks, Pricing & Provider Data

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Claude 3.7 Sonnet benchmark, API pricing, and provider data cover 56 API providers, with prices starting at $0.0086/M. Claude 3.7 Sonnet free API options are available from 1 provider. The page also shows measured API speed and first-token latency.

Anthropic Claude 3.7 Sonnet improves reasoning depth and coding quality over earlier Sonnet releases while staying suitable for interactive products.

Speed
45char/s
7.65 s
Cost
#155of 180
$0.0086/ 1M · 8:1 in:out
$0.0014 in · $0.0072 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
3 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding47.6Reasoning47.8Knowledge-Math48.7Multilingual-Multimodal-Instruction following-
#1Math48.7Estimated2/4 Measured dimensions
80% interval: 36.960.6
foundational math48.8
math_500 · math_500
competition math48.6
aime · aime
proof frontierPrior only
applied tool mathPrior only
#2Reasoning47.8Estimated2/4 Measured dimensions
80% interval: 36.658.9
abstract logicPrior only
scientific causal43.8
gpqa · gpqa / hle · hle
multistep constraints51.8
mmlu_pro · mmlu_pro
evidence verificationPrior only
#3Coding47.6Provisional1/4 Measured dimensions
80% interval: 33.761.5
code generation47.6
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

Technical Details

Documentation

Rankings

Excels at

Detailed scores

Updated: Aug 31, 2026

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score47.680% interval33.7–61.51/4 Measured dimensionsLiveCodeBench47.3%#63 / 115SciCode40.3%#82 / 205
Dimensions and evidence
Code generation47.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.24 · q 1.00
scicode · scicode · z -0.03 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#63
Score47.3%
UpdatedAug 31, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#82
Score40.3%
UpdatedAug 31, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score47.880% interval36.6–58.92/4 Measured dimensionsMMLU-Pro83.7%#36 / 129GPQA77.2%#107 / 212
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning43.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -0.54 · q 1.00
hle · hle · z -0.85 · q 1.00
Multi-step constraints51.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.03 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#36
Score83.7%
UpdatedAug 31, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#107
Score77.2%
UpdatedAug 31, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#118
Score9.7%
UpdatedAug 31, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score48.780% interval36.9–60.62/4 Measured dimensionsAIME48.7%#28 / 68MATH-50094.7%#21 / 73
Dimensions and evidence
Foundational math48.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z -0.12 · q 1.00
Competition math48.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z -0.21 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#28
Score48.7%
UpdatedAug 31, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#21
Score94.7%
UpdatedAug 31, 2026
Confidence4

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

Pricing Comparison

Compare Claude 3.7 Sonnet API pricing across 55 providers. Prices range from $0.0086/M to $4800.00/M. Gpt API offers the lowest rate at $0.0086/M. 1 provider offers free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
claude-3-7-sonnet
原价分组
Free
Free
L1
100%
claude-3-7-sonnet-20250219
test
$0.411/M
Cache read$0.041/MCache write$0.514/MCache write 1h$0.822/M
$2.05/M
L1
99%
claude-3-7-sonnet-latest
default
$0.104/M
Cache read$0.010/MCache write$0.130/MCache write 1h$0.208/M
$0.521/M
L1
99%
claude-3-7-sonnet-20250219
claude aws 官=oai兼容
$1.44/M
Cache read$0.144/MCache write$1.80/MCache write 1h$2.88/M
$7.19/M
L1
99%
claude-3-7-sonnet-20250219
default
$3.00/M
Cache read$0.300/MCache write$3.75/MCache write 1h$6.00/M
$15.00/M
L1
100%
[mt]u|anthropic/claude-3.7-sonnet-or
default
$4800.00/M
Cache read$480.00/MCache write$6000.00/MCache write 1h$9600.00/M
$24000.00/M
L1
100%
claude-3-7-sonnet-20250219
default
$6.00/M
Cache read$0.600/MCache write$7.50/MCache write 1h$12.00/M
$30.00/M
L1
100%
claude-3-7-sonnet-20250219
default
$3.00/M
Cache read$0.300/MCache write$3.75/MCache write 1h$6.00/M
$15.00/M
L1
100%
claude-3-7-sonnet-20250219
Claudecode-求稳分组
$3.60/M
$18.00/M
L1
99%
claude-3-7-sonnet-20250219
default
$0.411/M
Cache read$0.041/MCache write$0.514/MCache write 1h$0.822/M
$2.05/M
L1
70%
claude-3-7-sonnet-20250219
claude-官转3
$0.321/M
$1.61/M
L1
100%
claude-3-7-sonnet-20250219
default
$0.429/M
Cache read$0.043/MCache write$0.536/MCache write 1h$0.857/M
$2.14/M
L1
100%
claude-3-7-sonnet-20250219
default
$0.411/M
Cache read$0.041/MCache write$0.514/MCache write 1h$0.822/M
$2.05/M
L1
100%
claude-3-7-sonnet
default
$2.00/M
$10.00/M
L1
0%
claude-3-7-sonnet-20250219
default
$0.616/M
Cache read$0.062/MCache write$0.771/MCache write 1h$1.23/M
$3.08/M
L1
0%
anthropic/claude-3.7-sonnet:thinking
default
$3.00/M
$15.00/M
L1
0%
claude-3-7-sonnet
default
$3.00/M
$15.00/M
L1
0%
anthropic/claude-3.7-sonnet
default
$3.00/M
$15.00/M
L1
0%
claude-3-7-sonnet-20250219
default
$3.00/M
$15.00/M
L1
0%
anthropic/claude-3.7-sonnet:beta
default
$3.00/M
$15.00/M
Showing 20 model IDs of 25.

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Frequently Asked Questions

What benchmark data does Claude 3.7 Sonnet include?
LMSpeed shows Claude 3.7 Sonnet benchmark context, API price, output speed, first-token latency, and provider data across 56 providers when those signals are available.
What is the Claude 3.7 Sonnet API price?
Claude 3.7 Sonnet has pricing from 56 providers, ranging from $0.0086/M to $4800.00/M. Gpt API has the lowest listed price.
What does the Claude 3.7 Sonnet API pricing table include?
The Claude 3.7 Sonnet API pricing table compares 56 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Claude 3.7 Sonnet API pricing?
Gpt API currently has the lowest listed Claude 3.7 Sonnet price at $0.0086/M across 56 providers.
Can I compare Claude 3.7 Sonnet API price and speed together?
Yes. LMSpeed shows Claude 3.7 Sonnet API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is Claude 3.7 Sonnet API free?
Yes, Claude 3.7 Sonnet free API options are available through 1 providerundefined other undefined} on LMSpeed, including 兔子API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get Claude 3.7 Sonnet free API access?
LMSpeed currently lists 1 free API providerundefined other undefined} for Claude 3.7 Sonnet: 兔子API. Check each provider row before using it because free tier limits can change.

Also known as

[mt]u|anthropic/claude-3.7-sonnet-oranthropic/claude-3-7-sonnet-latestanthropic/claude-3.7-sonnetanthropic/claude-3.7-sonnet:betaanthropic/claude-3.7-sonnet:thinking

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Artificial AnalysisStandard benchmark data may include BenchLM and other public sources.

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