THE TICKER · HEAD-TO-HEAD · CHECKED DAILY · LAST CHANGE 2026-07-11
GPT-5.4 VS DEEPSEEK V4 PRO
OpenAI vs DeepSeek, in USD per million tokens, verified daily against public list prices. Same jobs, both meters running.
THE VERDICT
15.6x
GPT-5.4 costs 15.6x more than DeepSeek V4 Pro for the same job — a 1,000-token prompt with a 3,000-token reply runs $0.05 vs $0.0030. At 1,000 runs a day, that gap is $1,333.65 a month for identical traffic.
SIDE BY SIDE
| GPT-5.4 → | DeepSeek V4 Pro → | |
|---|---|---|
| Vendor | OpenAI | DeepSeek |
| Input / MTok | $2.50 | $0.435 |
| Output / MTok | $15.00 | $0.870 |
| Output multiple | 6.0x | 2.0x |
| 1K prompt + 3K reply | $0.05 | $0.0030 |
SAME JOB, BOTH BILLS
| Scenario | GPT-5.4 | DeepSeek V4 Pro | Gap |
|---|---|---|---|
| A typical prompt | $0.01 | $0.0009 | 15.6x |
| A 20-turn conversation | $0.07 | $0.0052 | 13.4x |
| Summarizing a 10-page document | $0.07 | $0.0063 | 10.9x |
| One agent run | $0.19 | $0.01 | 16.4x |
| A code review request | $0.06 | $0.0039 | 15.3x |
Output sizes use the same editorial ratios as the Burn Calculator. Estimates, not invoices — and price is not a benchmark: the cheaper model is only a bargain if it does the job.
SETTLE IT WITH YOUR OWN PROMPT
Paste a real prompt into the Burn Calculator and see what it costs on GPT-5.4, DeepSeek V4 Pro and the other 10 models on the board — plus how much of it is waste either way.