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Grok 4.5 vs Claude Sonnet 4

At a glance

xAI's Opus-class flagship for frontier coding, agentic tool use, and knowledge work.

89500K ctx$2.00/$6.00 per M#6/92

Significantly enhanced over Sonnet 3.7 in coding and reasoning tasks.

75200K ctx$3.00/$15.00 per M#43/92
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CI 86.2-90.3
CodingInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Smarter18%Cheaper50%
Capability
CapabilityECI18%88.5
Reasoning & Knowledge
Graduate Science40%93.4%Factual Recall53.5%
Math
Math Problems—Competition Math238%97.8%Research Math—
Coding
Code Editing—
Agentic
Terminal Tasks83.3%Novel Reasoning—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI74.7
Reasoning & Knowledge
Graduate Science66.7%Factual Recall—
Math
Math Problems84.4%Competition Math28.9%Research Math4.1%
Coding
Code Editing56.4%
Agentic
Terminal Tasks—Novel Reasoning1.3%
Specs
500K
Context
16K
Max output
Jul 2026
Released
200K
Context
64K
Max output
May 2025
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input33%$2.00/M tokens
Output60%$6.00/M tokens
Cache read$0.30/M tokens
Web search50%$0.005/search
Live pricing, shown before you run
Input$3.00/M tokens
Output$15.00/M tokens
Cache read$0.30/M tokens
Cache write$3.75/M tokens
Web search$0.01/search
Chat with Grok 4.5Go to model
Chat with Claude Sonnet 4Go to model
Frequently Asked Questions: Grok 4.5 vs Claude Sonnet 4▼

Which is better, Grok 4.5 or Claude Sonnet 4?

▼

Based on the Capability Index, Grok 4.5 scores higher (88.5 vs 74.7). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Grok 4.5 or Claude Sonnet 4?

▼

Grok 4.5 has a lower blended cost. Grok 4.5: $2.00 input / $6.00 output. Claude Sonnet 4: $3.00 input / $15.00 output.

Which has a larger context window, Grok 4.5 or Claude Sonnet 4?

▼

Grok 4.5 has a larger context window: Grok 4.5 supports 500K tokens vs Claude Sonnet 4 at 200K tokens.

Do both Grok 4.5 and Claude Sonnet 4 support vision?

▼

Yes, both Grok 4.5 and Claude Sonnet 4 support vision/image input.

What are the key differences between Grok 4.5 and Claude Sonnet 4?

▼

Key differences: Grok 4.5 has a notably higher capability index (13.8 point gap). Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Grok 4.5 and Claude Sonnet 4 for free on idapt.app to see which performs better for your specific needs.

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