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

GPT-5.4 nano (Non-Reasoning)vsDeepSeek V3 0324

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

OpenAI

GPT-5.4 nano (Non-Reasoning)

Input
$0.2/M
Output
$1.25/M
Speed
140 tok/s
TTFT
0.54s
DeepSeek

DeepSeek V3 0324

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

Winner by Category

Cheaper
GPT-5.4 nano (Non-Reasoning)
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
DeepSeek V3 0324
Benchmarks (3-9)
DeepSeek V3 0324

Pricing Comparison

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

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.4 nano (Non-Reasoning)
140 tok/s
DeepSeek V3 0324
Time to First Token (seconds) — lower is better
GPT-5.4 nano (Non-Reasoning)
0.54s
DeepSeek V3 0324

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
24.422.3
Coding Index
27.922.0
Math Index
41.0
GPQA Diamond
55.8%65.5%
MMLU-Pro
81.9%
LiveCodeBench
40.5%
AIME 2025
41.0%
MATH-500
94.2%
Humanity's Last Exam
4.2%5.2%
SciCode
35.2%35.8%
IFBench
32.7%41.0%
TerminalBench
24.2%15.2%
GPT-5.4 nano (Non-Reasoning)3 wins
9 winsDeepSeek V3 0324

Frequently Asked Questions

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

GPT-5.4 nano (Non-Reasoning) 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?

DeepSeek V3 0324 wins 9 out of 12 benchmarks compared to 3 for GPT-5.4 nano (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (Non-Reasoning) generates tokens faster at 140 tok/s vs 0 tok/s. However, DeepSeek V3 0324 has lower time-to-first-token (0.00s vs 0.54s).

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

Choose based on your priorities: GPT-5.4 nano (Non-Reasoning) for lower cost, DeepSeek V3 0324 for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.