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GPT-5.4 Pro vs Claude Opus 4.8 — Premium AI Pricing

Opus 4.8 is 83% cheaper on input ($5 vs $30). Compare OpenAI's most expensive model with Anthropic's premium offering.

Pricing data verified: Jun 27, 2026

Cheaper by Far
Opus 4.8
83% cheaper input ($5 vs $30)
Output Cost
Opus 4.8
86% cheaper ($25 vs $180)
Best Value
Opus 4.8
Same 1M context, 83% less cost

All Premium Models Compared

The premium AI models from major providers, ranked by input price.

ModelProviderTierInput (per 1M)Output (per 1M)Context
Claude Opus 4.8 Anthropic Premium $5.00 $25.00 1M
GPT-5.5 OpenAI Premium $5.00 $30.00 1.05M
Claude Mythos 5 Anthropic Premium $10.00 $50.00 1M
Claude Fable 5 Anthropic Premium $10.00 $50.00 1M
GPT-5.4 Pro OpenAI Premium $30.00 $180.00 400K

Calculate Your Exact Costs

See the massive cost difference between these two premium models for your workload.

vs
OpenAI
GPT-5.4 Pro
$0.00
per month
Input cost$0.00
Output cost$0.00
Per request$0.00
Anthropic
Claude Opus 4.8
$0.00
per month
Input cost$0.00
Output cost$0.00
Per request$0.00
Enter your usage above to see savings.

Which Should You Choose?

Most Premium Tasks

Code review, analysis, writing, general complex work.

Pick Opus 4.8: At $5/$25 it handles 95% of premium tasks at 83% lower cost than GPT-5.4 Pro. Same 1M context window.

Maximum Capability

Complex research, advanced math, multi-step reasoning.

Pick GPT-5.4 Pro: Only for tasks requiring absolute maximum capability. The 6x price premium ($30 vs $5) is only justified for high-stakes, complex workloads.

Enterprise Deployment

Production workloads at scale with cost sensitivity.

Pick Opus 4.8: At $5 input, Opus 4.8 is the clear enterprise choice. GPT-5.4 Pro's $30 input makes it prohibitive for production-scale deployments.

Research & Analysis

Deep research, literature review, complex synthesis.

Pick Opus 4.8: Opus 4.8 handles research tasks well at 83% lower cost. Save GPT-5.4 Pro for the most complex multi-step reasoning tasks.

Code Generation

Complex code, architecture decisions, debugging.

Pick Opus 4.8: Opus 4.8 is excellent for code generation at 83% lower cost. GPT-5.4 Pro's premium is only justified for the most complex codebases.

Budget-Conscious Teams

Startups and small teams watching every dollar.

Pick Opus 4.8: At 83% lower cost, Opus 4.8 is the only sensible choice for budget-conscious teams. You get premium capability without premium pricing.

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Frequently Asked Questions

Is GPT-5.4 Pro or Claude Opus 4.8 cheaper?

Claude Opus 4.8 is much cheaper. It costs $5.00/$25.00 per 1M tokens while GPT-5.4 Pro costs $30.00/$180.00. That's 83% cheaper on input and 86% cheaper on output. At 1M tokens/month, Opus 4.8 costs $150 vs GPT-5.4 Pro's $2,100.

What is GPT-5.4 Pro used for?

GPT-5.4 Pro at $30/$180 is OpenAI's most capable model, designed for the most complex reasoning tasks — advanced mathematics, multi-step research, complex code generation. It's 6x more expensive than GPT-5.5 and Opus 4.8.

When should I use GPT-5.4 Pro vs Opus 4.8?

GPT-5.4 Pro ($30/$180) is for tasks requiring absolute maximum capability where cost is secondary. Opus 4.8 ($5/$25) handles 95% of premium tasks at 83% lower cost. Most users should start with Opus 4.8 and only use GPT-5.4 Pro for specialized high-stakes tasks.

How does GPT-5.4 Pro compare to GPT-5.5?

GPT-5.4 Pro ($30/$180) costs 6x more than GPT-5.5 ($5/$30). GPT-5.5 offers better value for most premium tasks. Only choose GPT-5.4 Pro for tasks requiring the absolute highest capability.

Can I use both models together?

Yes! A cost-effective pattern: use Opus 4.8 ($5/$25) for 90% of premium tasks and route only the most complex, high-stakes tasks to GPT-5.4 Pro ($30/$180). This gives you maximum capability where needed while keeping costs manageable.

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