GPT-5.4 vs Claude Sonnet 4: Pricing Comparison
Compare pricing, capabilities, and costs for your LLM workloads.
OpenAI
GPT-5.4
Pricing (per 1M tokens)
Input$2.50
Output$15.00
Cached Input$0.2500
Batch Input$1.25
Batch Output$7.50
Context & Output
Context Window1.1M tokens
Max Output128K tokens
Capabilities
Categoryflagship
Multimodaltext + image
Fine-tuningNo
StreamingYes
Anthropic
Claude Sonnet 4
Pricing (per 1M tokens)
Input$3.00
Output$15.00
Cached Input$0.3000
Batch Input$1.50
Batch Output$7.50
Context & Output
Context Window200K tokens
Max Output64K tokens
Capabilities
Categorymid
Multimodaltext + image
Fine-tuningNo
StreamingYes
Quick Verdict
Cheaper Input Price
GPT-5.4
16.7% cheaper
Cheaper Output Price
Claude Sonnet 4
0.0% cheaper
Larger Context Window
GPT-5.4
+850K tokens
Cost Comparison
Sample workload: 1,000,000 input tokens + 1,000,000 output tokens
GPT-5.4
$17.50
$2.50/1M input + $15.00/1M output
Claude Sonnet 4
$18.00
$3.00/1M input + $15.00/1M output
GPT-5.4 is 2.8% cheaper for this workload.
Frequently Asked Questions
Which is cheaper, GPT-5.4 or Claude Sonnet 4?
For input tokens, GPT-5.4 is cheaper at $2.50 per 1M tokens. For output tokens, Claude Sonnet 4 is cheaper at $15.00 per 1M tokens. The overall cost depends on your workload's input/output ratio.
What is the context window size of GPT-5.4 vs Claude Sonnet 4?
GPT-5.4 has a context window of 1.1M tokens, while Claude Sonnet 4 has 200K tokens. GPT-5.4 supports a larger context window of 1.1M tokens, which is beneficial for processing longer documents.
How do GPT-5.4 and Claude Sonnet 4 compare for batch processing?
Both models support batch processing with discounted rates. GPT-5.4 offers a better batch rate at $1.25 per 1M input tokens. Batch processing is ideal for non-time-sensitive workloads where you can wait for processing.
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