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Anthropic Claude Sonnet Latest vs o1

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 o1.

Anthropic

Anthropic Claude Sonnet Latest

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

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OpenAI

o1

The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...

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Technical Specifications

SpecificationAnthropic Claude Sonnet Latesto1
ProviderAnthropicOpenAI
Context Window1,000,000 tokens200,000 tokens
Agent SuitabilityN/A88/100
Time to First Token (TTFT)N/A2500 ms
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-04-272024-12-17

API Pricing Comparison

Input Price per Million Tokens

Anthropic Claude Sonnet Latest

$2.00

o1

$15.00

Output Price per Million Tokens

Anthropic Claude Sonnet Latest

$10.00

o1

$60.00

Want to test both models live?

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/Avs9180.0%
Anthropic Claude Sonnet Latest
o1
HumanEvalPython coding & logic synthesis
N/Avs9450.0%
Anthropic Claude Sonnet Latest
o1
MATHComplex mathematical problem solving
N/Avs9480.0%
Anthropic Claude Sonnet Latest
o1
GPQAGraduate-level expert reasoning
N/Avs7830.0%
Anthropic Claude Sonnet Latest
o1
HellaSwagCommonsense reasoning and inference
N/Avs9200.0%
Anthropic Claude Sonnet Latest
o1
MT-BenchMulti-turn conversation flow quality
N/Avs940.0%
Anthropic Claude Sonnet Latest
o1

Anthropic Claude Sonnet Latest Quirks & Gotchas

No developer gotchas reported.

o1 Quirks & Gotchas

  • โ–ธReasoning model โ€” high latency by design, not for real-time use
  • โ–ธBest for complex math/code reasoning where accuracy > speed
  • โ–ธUse o3-mini when you need reasoning with lower latency