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GPT 5.4 Pro vs GPT 5.6 Sol

At a glance
OpenAIGPT 5.4 Pro

OpenAI's most advanced reasoning model, built on GPT 5.4's unified architecture.

891.1M ctx$30.00/$180.00 per M#5/92
OpenAIGPT 5.6 Sol

OpenAI's GPT-5.6 flagship — built for complex reasoning, agentic coding, and long-running professional work.

1.1M ctx$5.00/$30.00 per M
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
OpenAIGPT 5.4 Pro
Reasoning
CodingInsufficient data
AgenticInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI89.1
Reasoning & Knowledge
Graduate Science94.6%Factual Recall47.8%
Math
Research Math50.0%
Agentic
Terminal Tasks—Novel Reasoning83.3%
OpenAIGPT 5.6 Sol
Reasoning
CodingInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-11
Cheaper
Capability
Capability—
Reasoning & Knowledge
Graduate Science94.6%Factual Recall—
Math
Research Math—
Agentic
Terminal Tasks88.8%Novel Reasoning—
Specs
OpenAIGPT 5.4 Pro
1.1M
Context
128K
Max output
Mar 2026
Released
OpenAIGPT 5.6 Sol
1.1M
Context
128K
Max output
Jul 2026
Released
Capabilities
OpenAIGPT 5.4 Pro
Vision
Audio
Reasoning
OpenAIGPT 5.6 Sol
Vision
Audio
Reasoning
Pricing
OpenAIGPT 5.4 Pro
Live pricing, shown before you run
Input$30.00/M tokens
Output$180.00/M tokens
Web search$0.01/search
OpenAIGPT 5.6 Sol
Live pricing, shown before you run
Input$5.00/M tokens
Output$30.00/M tokens
Cache read$0.50/M tokens
Web search$0.01/search
Chat with GPT 5.4 ProGo to model
Chat with GPT 5.6 SolGo to model
Frequently Asked Questions: GPT 5.4 Pro vs GPT 5.6 Sol▼

Which is better, GPT 5.4 Pro or GPT 5.6 Sol?

▼

Both GPT 5.4 Pro and GPT 5.6 Sol are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, GPT 5.4 Pro or GPT 5.6 Sol?

▼

GPT 5.6 Sol has a lower blended cost. GPT 5.4 Pro: $30.00 input / $180.00 output. GPT 5.6 Sol: $5.00 input / $30.00 output.

Which has a larger context window, GPT 5.4 Pro or GPT 5.6 Sol?

▼

GPT 5.4 Pro has a larger context window: GPT 5.4 Pro supports 1.1M tokens vs GPT 5.6 Sol at 1.1M tokens.

Do both GPT 5.4 Pro and GPT 5.6 Sol support vision?

▼

Yes, both GPT 5.4 Pro and GPT 5.6 Sol support vision/image input.

What are the key differences between GPT 5.4 Pro and GPT 5.6 Sol?

▼

Key differences: GPT 5.6 Sol 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 GPT 5.4 Pro and GPT 5.6 Sol for free on idapt.app to see which performs better for your specific needs.

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