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Claude 3 Sonnet vs Grok 4.20

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 4.20.

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 4.20

Grok 4.20 is xAI's most advanced reasoning model, combining powerful analytical capabilities with unique real-time integration to the X (formerly Twitter) platform data stream. This live data access allows Grok 4.20 to answer queries with up-to-the-minute context, making it invaluable for financial analysis, current events research, and real-time market monitoring. Exceptionally strong in physics, advanced mathematics, and code synthesis, it operates with a 2-million-token context window and is priced at $1.25/MTok for input โ€” delivering frontier-tier reasoning at a highly competitive cost for developers building intelligent agents and analytical tools.

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Technical Specifications

SpecificationClaude 3 SonnetGrok 4.20
ProviderAnthropicxAI
Context Window200,000 tokens2,000,000 tokens
Agent SuitabilityN/A90/100
Time to First Token (TTFT)N/A350 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-042026-05-05

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Sonnet

$3.00

Grok 4.20

$1.25

Output Price per Million Tokens

Claude 3 Sonnet

$15.00

Grok 4.20

$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%vs9470.0%
Claude 3 Sonnet
Grok 4.20
HumanEvalPython coding & logic synthesis
7300.0%vs9700.0%
Claude 3 Sonnet
Grok 4.20
MATHComplex mathematical problem solving
4100.0%vs9380.0%
Claude 3 Sonnet
Grok 4.20
GPQAGraduate-level expert reasoning
3500.0%vs8490.0%
Claude 3 Sonnet
Grok 4.20
HellaSwagCommonsense reasoning and inference
8900.0%vs9880.0%
Claude 3 Sonnet
Grok 4.20
MT-BenchMulti-turn conversation flow quality
820.0%vs970.0%
Claude 3 Sonnet
Grok 4.20

Claude 3 Sonnet Quirks & Gotchas

No developer gotchas reported.

Grok 4.20 Quirks & Gotchas

  • โ–ธReal-time X data access โ€” unparalleled for current events / financial analysis
  • โ–ธTool calling API is still maturing โ€” test thoroughly for production agentic use