Compare/DeepSeek R1 (Jan '25) vs GPT-5.4 mini (Non-Reasoning)

DeepSeek R1 (Jan '25)vsGPT-5.4 mini (Non-Reasoning)

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

DeepSeek

DeepSeek R1 (Jan '25)

Input
$1.675/M
Output
$4.7/M
Speed
TTFT
OpenAI

GPT-5.4 mini (Non-Reasoning)

Input
$0.75/M
Output
$4.5/M
Speed
151 tok/s
TTFT
0.53s

Winner by Category

Cheaper
GPT-5.4 mini (Non-Reasoning)
Faster (tok/s)
GPT-5.4 mini (Non-Reasoning)
Lower Latency
DeepSeek R1 (Jan '25)
Benchmarks (8-4)
DeepSeek R1 (Jan '25)

Pricing Comparison

MetricDeepSeek R1 (Jan '25)GPT-5.4 mini (Non-Reasoning)
Input ($/M tokens)$1.675$0.75
Output ($/M tokens)$4.7$4.5
Cost for 1M input + 100K output tokens:
DeepSeek R1 (Jan '25)$2.15
GPT-5.4 mini (Non-Reasoning)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek R1 (Jan '25)
GPT-5.4 mini (Non-Reasoning)
151 tok/s
Time to First Token (seconds) — lower is better
DeepSeek R1 (Jan '25)
GPT-5.4 mini (Non-Reasoning)
0.53s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
18.823.3
Coding Index
15.925.3
Math Index
68.0
GPQA Diamond
70.8%60.6%
MMLU-Pro
84.4%
LiveCodeBench
61.7%
AIME 2025
68.0%
MATH-500
96.6%
Humanity's Last Exam
9.3%5.7%
SciCode
35.7%39.6%
IFBench
39.0%38.8%
TerminalBench
6.1%18.2%
DeepSeek R1 (Jan '25)8 wins
4 winsGPT-5.4 mini (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, DeepSeek R1 (Jan '25) or GPT-5.4 mini (Non-Reasoning)?

GPT-5.4 mini (Non-Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.69/M tokens vs $2.43/M for DeepSeek R1 (Jan '25).

Which model performs better on benchmarks?

DeepSeek R1 (Jan '25) wins 8 out of 12 benchmarks compared to 4 for GPT-5.4 mini (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (Non-Reasoning) generates tokens faster at 151 tok/s vs 0 tok/s. DeepSeek R1 (Jan '25) also has lower time-to-first-token (0.00s vs 0.53s).

When should I use DeepSeek R1 (Jan '25) vs GPT-5.4 mini (Non-Reasoning)?

Choose based on your priorities: GPT-5.4 mini (Non-Reasoning) for lower cost, DeepSeek R1 (Jan '25) for stronger benchmark performance, and GPT-5.4 mini (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.