Compare/DeepSeek V3 0324 vs GPT-5.4 nano (xhigh)

DeepSeek V3 0324vsGPT-5.4 nano (xhigh)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

DeepSeek

DeepSeek V3 0324

Input
$1.195/M
Output
$1.25/M
Speed
TTFT
OpenAI

GPT-5.4 nano (xhigh)

Input
$0.2/M
Output
$1.25/M
Speed
147 tok/s
TTFT
3.00s

Winner by Category

Cheaper
GPT-5.4 nano (xhigh)
Faster (tok/s)
GPT-5.4 nano (xhigh)
Lower Latency
DeepSeek V3 0324
Benchmarks (5-7)
GPT-5.4 nano (xhigh)

Pricing Comparison

MetricDeepSeek V3 0324GPT-5.4 nano (xhigh)
Input ($/M tokens)$1.195$0.2
Output ($/M tokens)$1.25$1.25
Cost for 1M input + 100K output tokens:
DeepSeek V3 0324$1.32
GPT-5.4 nano (xhigh)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3 0324
GPT-5.4 nano (xhigh)
147 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3 0324
GPT-5.4 nano (xhigh)
3.00s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
22.344.0
Coding Index
22.043.9
Math Index
41.0
GPQA Diamond
65.5%81.7%
MMLU-Pro
81.9%
LiveCodeBench
40.5%
AIME 2025
41.0%
MATH-500
94.2%
Humanity's Last Exam
5.2%26.5%
SciCode
35.8%46.9%
IFBench
41.0%75.9%
TerminalBench
15.2%42.4%
DeepSeek V3 03245 wins
7 winsGPT-5.4 nano (xhigh)

Frequently Asked Questions

Which is cheaper, DeepSeek V3 0324 or GPT-5.4 nano (xhigh)?

GPT-5.4 nano (xhigh) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.46/M tokens vs $1.21/M for DeepSeek V3 0324.

Which model performs better on benchmarks?

GPT-5.4 nano (xhigh) wins 7 out of 12 benchmarks compared to 5 for DeepSeek V3 0324. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (xhigh) generates tokens faster at 147 tok/s vs 0 tok/s. DeepSeek V3 0324 also has lower time-to-first-token (0.00s vs 3.00s).

When should I use DeepSeek V3 0324 vs GPT-5.4 nano (xhigh)?

Choose based on your priorities: GPT-5.4 nano (xhigh) for lower cost, GPT-5.4 nano (xhigh) for stronger benchmark performance, and GPT-5.4 nano (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.