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Anthropic Claude Sonnet Latest vs R1

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Anthropic Claude Sonnet Latest and R1.

Anthropic

Anthropic Claude Sonnet Latest

This model always redirects to the latest model in the Anthropic Claude Sonnet family.

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DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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Technical Specifications

SpecificationAnthropic Claude Sonnet LatestR1
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-04-272025-01-20

API Pricing Comparison

Input Price per Million Tokens

Anthropic Claude Sonnet Latest

$2.00

R1

$0.70

Output Price per Million Tokens

Anthropic Claude Sonnet Latest

$10.00

R1

$2.50

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Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs9080.0%
Anthropic Claude Sonnet Latest
R1
HumanEvalPython coding & logic synthesis
N/Avs9280.0%
Anthropic Claude Sonnet Latest
R1
MATHComplex mathematical problem solving
N/Avs9310.0%
Anthropic Claude Sonnet Latest
R1
GPQAGraduate-level expert reasoning
N/Avs6210.0%
Anthropic Claude Sonnet Latest
R1
HellaSwagCommonsense reasoning and inference
N/Avs9050.0%
Anthropic Claude Sonnet Latest
R1
MT-BenchMulti-turn conversation flow quality
N/Avs935.0%
Anthropic Claude Sonnet Latest
R1

Anthropic Claude Sonnet Latest Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.