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Claude 3.5 Sonnet vs Grok 4.3

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 Claude 3.5 Sonnet and Grok 4.3.

Anthropic

Claude 3.5 Sonnet

Claude 3.5 Sonnet was Anthropic's breakout model of 2024, widely regarded as one of the most capable commercial LLMs of its generation. It earned widespread developer praise for its exceptional coding ability, nuanced long-form writing, and reliable complex reasoning across a 200,000-token context window. Claude 3.5 Sonnet introduced computer-use capabilities, enabling it to interact with desktop environments, web browsers, and software tools autonomously. Available via API at $3/MTok for input, it continues to be a popular choice for developers who want a well-rounded, safety-aligned model with strong benchmark performance for coding, analysis, and content generation tasks.

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xAI

Grok 4.3

Grok 4.3 is a reasoning model from xAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...

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Technical Specifications

SpecificationClaude 3.5 SonnetGrok 4.3
ProviderAnthropicxAI
Context Window200,000 tokens1,000,000 tokens
Agent SuitabilityN/A87/100
Time to First Token (TTFT)N/A400 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-06-212026-04-30

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet

$3.00

Grok 4.3

$1.25

Output Price per Million Tokens

Claude 3.5 Sonnet

$15.00

Grok 4.3

$2.50

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
8870.0%vs9240.0%
Claude 3.5 Sonnet
Grok 4.3
HumanEvalPython coding & logic synthesis
9200.0%vs9450.0%
Claude 3.5 Sonnet
Grok 4.3
MATHComplex mathematical problem solving
7110.0%vs9100.0%
Claude 3.5 Sonnet
Grok 4.3
GPQAGraduate-level expert reasoning
5940.0%vs8100.0%
Claude 3.5 Sonnet
Grok 4.3
HellaSwagCommonsense reasoning and inference
9540.0%vs9750.0%
Claude 3.5 Sonnet
Grok 4.3
MT-BenchMulti-turn conversation flow quality
935.0%vs940.0%
Claude 3.5 Sonnet
Grok 4.3

Claude 3.5 Sonnet Quirks & Gotchas

No developer gotchas reported.

Grok 4.3 Quirks & Gotchas

  • โ–ธStrong coding performance โ€” competitive with Claude Sonnet at similar price point
  • โ–ธUpgrade to Grok 4.20 for improved reasoning and tool calling