Pricing Comparison
| Model | Input (per 1M tokens) | Output (per 1M tokens) |
|---|---|---|
| Claude Sonnet 4.6.6 | $3.00 | $15.00 |
| GPT-5.4 | $2.50 | $10.00 |
| Token Landing Hybrid | ~$0.80 – $1.50 | ~$3.00 – $6.00 |
Prices are approximate and may vary. Check provider pricing pages for current rates. Last updated April 2026.
Performance & Quality Comparison
Claude Sonnet 4.6.6 excels at nuanced reasoning, long-form writing, and instruction-following. Its outputs tend to be more thorough and less prone to hallucination on complex multi-step tasks. GPT-5.4 offers faster response times and stronger multimodal capabilities, particularly for image understanding and structured data extraction.
In coding benchmarks, both models perform comparably, though Claude Sonnet 4.6.6 edges ahead on tasks requiring careful analysis of large codebases. GPT-5.4 has the advantage in real-time conversational applications where latency matters more than depth.
Best Use Cases
Choose Claude Sonnet 4.6.6 when: Your application needs careful reasoning, long-context understanding, or detailed written output. Legal analysis, research synthesis, and complex customer support benefit from Sonnet's thoroughness.
Choose GPT-5.4 when: You need fast multimodal processing, real-time chat, or image analysis. Product descriptions, quick Q&A bots, and vision-based workflows run well on GPT-4o's speed advantage.
The Hybrid Alternative: Token Landing
Rather than choosing one model exclusively, Token Landing's hybrid routing lets you use both. Our OpenAI-compatible API automatically routes each request to the most appropriate model based on task complexity, quality requirements, and cost targets you define.
For a typical production workload, hybrid routing through Token Landing achieves 40-70% cost reduction compared to routing all traffic through a single premium model. You set configurable quality floors per route, ensuring critical requests always hit A-tier models while bulk work takes the value path.
Learn more about hybrid AI tokens or contact us to configure your routing policy.