GPT-5.4 nano vs DeepSeek V4 Pro: cost

For a typical support chatbot, GPT-5.4 nano is about 3.7× cheaper than DeepSeek V4 Pro ($91.56 vs $337 per month). Price is only one factor: test both on your own prompts before switching.

GPT-5.4 nano vs DeepSeek V4 Pro: prices and limits
GPT-5.4 nanoDeepSeek V4 Pro
Input /1M$0.20$1.32
Output /1M$1.25$3.96
Cached input /1M$0.02$0.044
Batch input /1M$0.10—
Batch output /1M$0.625—
Context window400,0001,000,000
Max input272,0001,000,000
Max output128,000393,216

Monthly cost by workload

Estimated monthly cost by workload (USD)
Scenario (per month)GPT-5.4 nanoDeepSeek V4 Pro
Customer support chatbot
5,000 req/day · 1,200 in · 400 out · cache 60%
$91.56$337
RAG over documents
2,000 req/day · 8,000 in · 600 out · cache 30%
$115$592
Coding agent
1,500 req/day · 25,000 in · 2,000 out · cache 80%
$176$693
Deep reasoning
800 req/day · 3,000 in · 6,000 out · cache 20%
$192$647
Batch processing
50,000 req/day · 1,500 in · 150 out · batch
$366$3,861