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Claude 3 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 Sonnet and Grok 4.3.

Anthropic

Claude 3 Sonnet

Claude 3 Sonnet was Anthropic's balanced standard model in the first Claude 3 generation, optimized for a combination of response speed and general-purpose capabilities across writing, summarization, and question answering. Released in March 2024 alongside Opus and Haiku, it occupied the mid-tier positioning in the Claude 3 lineup. Claude 3 Sonnet has since been deprecated, and current use cases requiring similar capability-to-cost balance are best served by the Claude 4 Sonnet series, which offers substantially improved reasoning, context handling, and instruction following at competitive pricing.

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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 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 Date2024-03-042026-04-30

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Sonnet

$3.00

Grok 4.3

$1.25

Output Price per Million Tokens

Claude 3 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
7900.0%vs9240.0%
Claude 3 Sonnet
Grok 4.3
HumanEvalPython coding & logic synthesis
7300.0%vs9450.0%
Claude 3 Sonnet
Grok 4.3
MATHComplex mathematical problem solving
4100.0%vs9100.0%
Claude 3 Sonnet
Grok 4.3
GPQAGraduate-level expert reasoning
3500.0%vs8100.0%
Claude 3 Sonnet
Grok 4.3
HellaSwagCommonsense reasoning and inference
8900.0%vs9750.0%
Claude 3 Sonnet
Grok 4.3
MT-BenchMulti-turn conversation flow quality
820.0%vs940.0%
Claude 3 Sonnet
Grok 4.3

Claude 3 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