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Grok 4.5 vs GPT 5 Nano

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

Ultra-fast and lightweight GPT-5 variant for low-latency tasks.

73400K ctx$0.05/$0.40 per M#48/92
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
Smarter21%
Capability
CapabilityECI21%88.5
Reasoning & Knowledge
Graduate Science35%93.4%Factual Recall339%53.5%
Math
Math Problems—Competition Math21%97.8%Research Math—
Agentic
Terminal Tasks624%83.3%Novel Reasoning—
Reasoning
CodingInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper95%
Capability
CapabilityECI73.4
Reasoning & Knowledge
Graduate Science69.4%Factual Recall12.2%
Math
Math Problems95.2%Competition Math81.1%Research Math8.3%
Agentic
Terminal Tasks11.5%Novel Reasoning2.6%
Specs
500K
Context
16K
Max output
Jul 2026
Released
400K
Context
128K
Max output
Aug 2025
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$2.00/M tokens
Output$6.00/M tokens
Cache read$0.30/M tokens
Web search50%$0.005/search
Live pricing, shown before you run
Input98%$0.05/M tokens
Output93%$0.40/M tokens
Cache read98%$0.005/M tokens
Web search$0.01/search
Chat with Grok 4.5Go to model
Chat with GPT 5 NanoGo to model
Frequently Asked Questions: Grok 4.5 vs GPT 5 Nano▼

Which is better, Grok 4.5 or GPT 5 Nano?

▼

Based on the Capability Index, Grok 4.5 scores higher (88.5 vs 73.4). 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 Nano?

▼

GPT 5 Nano has a lower blended cost. Grok 4.5: $2.00 input / $6.00 output. GPT 5 Nano: $0.05 input / $0.40 output.

Which has a larger context window, Grok 4.5 or GPT 5 Nano?

▼

Grok 4.5 has a larger context window: Grok 4.5 supports 500K tokens vs GPT 5 Nano at 400K tokens.

Do both Grok 4.5 and GPT 5 Nano support vision?

▼

Yes, both Grok 4.5 and GPT 5 Nano support vision/image input.

What are the key differences between Grok 4.5 and GPT 5 Nano?

▼

Key differences: Grok 4.5 has a notably higher capability index (15.1 point gap); GPT 5 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 Nano for free on idapt.app to see which performs better for your specific needs.

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