Claude 4 Sonnet vs GPT-4o
API pricing, context window and capabilities for Claude 4 Sonnet and GPT-4o, side by side. Prices are the cheapest serving route per 1M tokens, verified against LiteLLM and OpenRouter.
Verdict
computed from the published numbersClaude 4 Sonnet wins on intelligence and on context window. GPT-4o wins on price. Benchmark data is unavailable for one or both models.
Price
GPT-4o
Coding
Not called
Intelligence
Claude 4 Sonnet
Context window
Claude 4 Sonnet
Key takeaways
who wins on what, from the published numbersClaude 4 Sonnet wins
- Larger context window (200K vs 131K)
- Higher max output (200K vs 16K)
GPT-4o wins
- Cheaper input ($3.00 vs $2.50 /1M)
- Cheaper output ($15.00 vs $10.00 /1M)
- More serving providers (4 vs 6)
- Supports audio
Cheaper overall
GPT-4o
$2.50 + $10.00 /1M
Larger context
Claude 4 Sonnet
200K
More providers
GPT-4o
6 providers
Pricing & specs
cheapest serving route · per 1M tokens| Claude 4 Sonnet | GPT-4o | |
|---|---|---|
| Input $/1M | $3.00 | $2.50 best |
| Output $/1M | $15.00 | $10.00 best |
| Context window | 200K best | 131K |
| Max output | 200K best | 16K |
| Serving providers | 4 | 6 best |
| Released | n/a | 2024-05-13 |
Benchmarks
Artificial Analysis indices, side by side| Claude 4 Sonnet | GPT-4o | |
|---|---|---|
| Intelligence | 25.5 best | 11.2 |
| Coding | 37.6 | Not available |
| GPQA Diamond | 68% best | 54% |
| Output speed | Not available | 99 t/s |
| Latency (TTFT) | Not available | 5.19s |
Cost calculator
choose a serving route for each sideInput tokens / month
Output tokens / month
Claude 4 Sonnet
via Replicate
$30
GPT-4o
via Azure
$23
Capabilities
feature support, side by side| Feature | Claude 4 Sonnet | GPT-4o |
|---|---|---|
| Vision | ✓ | ✓ |
| Tool use | ✓ | ✓ |
| Reasoning | — | — |
| Audio | — | ✓ |
| Prompt caching | ✓ | ✓ |
| Structured output | ✓ | ✓ |
| Web search | — | — |
Related comparisons
Frequently asked questions
Which is cheaper, Claude 4 Sonnet or GPT-4o?
GPT-4o is cheaper for input ($3.00 vs $2.50 per 1M tokens). GPT-4o is cheaper for output ($15.00 vs $10.00 per 1M tokens).
What is the context window difference between Claude 4 Sonnet and GPT-4o?
Claude 4 Sonnet has a 200K-token context window and GPT-4o has 131K tokens, so Claude 4 Sonnet can take a larger prompt.
How do Claude 4 Sonnet and GPT-4o compare on benchmarks?
On the tracked Artificial Analysis indices, Claude 4 Sonnet leads on intelligence.
Pricing verified against LiteLLM + OpenRouter + provider pages · refreshed daily
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