Claude Sonnet 4.6 vs GPT-5.4
Claude Sonnet 4.6 vs GPT-5.4: GPT-5.4 is cheaper for input-heavy usage ($2.50/M vs $3.00/M input tokens), while GPT-5.4 is better for long-context tasks (1,050,000 tokens).
Direct answer: choose GPT-5.4 for lower token spend and choose GPT-5.4 when your workload needs longer context.
Compare input and output token pricing, context windows, and monthly cost estimates on one page so you can pick the cheaper model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Claude Sonnet 4.6
GPT-5.4
Cost Differences
GPT-5.4 costs less than Claude Sonnet 4.6
Quick Recommendation
Winner for direct API pricing: GPT-5.4. At the default workload, GPT-5.4 saves about $1.50/month ($18.25/year) versus Claude Sonnet 4.6.
Feature Comparison
| Feature | Claude Sonnet 4.6 | GPT-5.4 |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Input Price | $3.00/1M tokens | $2.50/1M tokens |
| Output Price | $15.00/1M tokens | $15.00/1M tokens |
| Context Window | 1,000,000 tokens | 1,050,000 tokens |
| Max Output | 65,536 tokens | 131,072 tokens |
| Category | balanced | flagship |
| Capabilities | textvisioncodereasoningcomputer-use | textvisioncodereasoning |
| Release Date | 2/18/2026 | 3/6/2026 |
Claude Sonnet 4.6 vs GPT-5.4: Which Should You Choose?
Choosing between Claude Sonnet 4.6 and GPT-5.4 depends on your priorities: cost efficiency, context length, or raw capability. GPT-5.4 is the more affordable option at $2.50/1M input tokens — 17% cheaper than Claude Sonnet 4.6. Meanwhile, GPT-5.4 offers a significantly larger context window at 1,050,000 tokens vs 1,000,000 for Claude Sonnet 4.6.
These models come from different providers — Anthropic and OpenAI — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with Anthropic, switching to OpenAIinvolves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.
These models target different tiers: Claude Sonnet 4.6 is a balanced model while GPT-5.4 is flagship. This means they're optimized for different workloads. GPT-5.4 targets more demanding workloads, while Claude Sonnet 4.6 provides a cost-effective option for everyday tasks.
Output costs matter too. Claude Sonnet 4.6 charges $15.00/1M output tokens vs $15.00 for GPT-5.4.
Multimodal capabilities: Both models support vision (image understanding), so you can send images alongside text prompts with either option.
Best Use Cases
Choose Claude Sonnet 4.6 when:
- • You need more capabilities (computer-use)
- • You're already using Anthropic's API ecosystem
Choose GPT-5.4 when:
- • Budget is a primary concern
- • You need a larger context window (1,050,000 tokens)
- • You need longer outputs (up to 131,072 tokens)
- • You're already using OpenAI's API ecosystem
Pros and Caveats at a Glance
Claude Sonnet 4.6
- • Input pricing: $3.00/M tokens
- • Output pricing: $15.00/M tokens
- • Context window: 1,000,000 tokens
- • Max output: 65,536 tokens
Watch out for
- • Higher input cost than GPT-5.4
- • Smaller context window than GPT-5.4
GPT-5.4
- • Input pricing: $2.50/M tokens
- • Output pricing: $15.00/M tokens
- • Context window: 1,050,000 tokens
- • Max output: 131,072 tokens
Watch out for
- • Trade-offs are minor in this matchup.
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Claude Sonnet 4.6 (Anthropic)
GPT-5.4 (OpenAI)
Start using Claude Sonnet 4.6 today
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Sign Up for OpenAI →Frequently Asked Questions
Which is cheaper, Claude Sonnet 4.6 or GPT-5.4?▼
What is the context window difference between Claude Sonnet 4.6 and GPT-5.4?▼
Which model is better for AI Agent / Agentic Workflows?▼
Which model has better overall pricing for heavy usage?▼
Where can I compare Anthropic and OpenAI API pricing beyond this model matchup?▼
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