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Grok 4.5 vs GPT 5.4 Nano

At a glance
xAIGrok 4.5

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

89500K ctx$2.00/$6.00 per M#6/92
OpenAIGPT 5.4 Nano

Ultra-lightweight GPT-5.4 variant built for speed-critical, high-volume tasks.

79400K ctx$0.20/$1.25 per M#29/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
xAIGrok 4.5
Reasoning
CI 86.2-90.3
CodingInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI88.5
Reasoning & Knowledge
Graduate Science93.4%Factual Recall53.5%
Math
Competition Math97.8%Research Math—
Agentic
Terminal Tasks83.3%Novel Reasoning—
OpenAIGPT 5.4 Nano
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI78.7
Reasoning & Knowledge
Graduate Science78.5%Factual Recall12.0%
Math
Competition Math87.8%Research Math25.9%
Agentic
Terminal Tasks—Novel Reasoning5.7%
Specs
xAIGrok 4.5
500K
Context
16K
Max output
Jul 2026
Released
OpenAIGPT 5.4 Nano
400K
Context
128K
Max output
Mar 2026
Released
Capabilities
xAIGrok 4.5
Vision
Audio
Reasoning
OpenAIGPT 5.4 Nano
Vision
Audio
Reasoning
Pricing
xAIGrok 4.5
Live pricing, shown before you run
Input$2.00/M tokens
Output$6.00/M tokens
Cache read$0.50/M tokens
Web search$0.005/search
OpenAIGPT 5.4 Nano
Live pricing, shown before you run
Input$0.20/M tokens
Output$1.25/M tokens
Cache read$0.02/M tokens
Web search$0.01/search
Chat with Grok 4.5Go to model
Chat with GPT 5.4 NanoGo to model
Frequently Asked Questions: Grok 4.5 vs GPT 5.4 Nano▼

Which is better, Grok 4.5 or GPT 5.4 Nano?

▼

Based on the Capability Index, Grok 4.5 scores higher (88.5 vs 78.7). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Grok 4.5 or GPT 5.4 Nano?

▼

GPT 5.4 Nano has a lower blended cost. Grok 4.5: $2.00 input / $6.00 output. GPT 5.4 Nano: $0.20 input / $1.25 output.

Which has a larger context window, Grok 4.5 or GPT 5.4 Nano?

▼

Grok 4.5 has a larger context window: Grok 4.5 supports 500K tokens vs GPT 5.4 Nano at 400K tokens.

Do both Grok 4.5 and GPT 5.4 Nano support vision?

▼

Yes, both Grok 4.5 and GPT 5.4 Nano support vision/image input.

What are the key differences between Grok 4.5 and GPT 5.4 Nano?

▼

Key differences: Grok 4.5 has a notably higher capability index (9.8 point gap); GPT 5.4 Nano is significantly cheaper. 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 GPT 5.4 Nano for free on idapt.app to see which performs better for your specific needs.

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