Compare/DeepSeek V4 Pro (Reasoning, Max Effort) vs GPT-5.4 (xhigh)

DeepSeek V4 Pro (Reasoning, Max Effort)vsGPT-5.4 (xhigh)

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

DeepSeek

DeepSeek V4 Pro (Reasoning, Max Effort)

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 (xhigh)

Input
$2.5/M
Output
$15/M
Speed
80 tok/s
TTFT
169.75s

Winner by Category

Cheaper
DeepSeek V4 Pro (Reasoning, Max Effort)
Faster (tok/s)
GPT-5.4 (xhigh)
Lower Latency
DeepSeek V4 Pro (Reasoning, Max Effort)
Benchmarks (1-6)
GPT-5.4 (xhigh)

Pricing Comparison

MetricDeepSeek V4 Pro (Reasoning, Max Effort)GPT-5.4 (xhigh)
Input ($/M tokens)$0$2.5
Output ($/M tokens)$0$15
Cost for 1M input + 100K output tokens:
DeepSeek V4 Pro (Reasoning, Max Effort)$0.00
GPT-5.4 (xhigh)$4.00

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V4 Pro (Reasoning, Max Effort)
GPT-5.4 (xhigh)
80 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V4 Pro (Reasoning, Max Effort)
GPT-5.4 (xhigh)
169.75s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
56.8
Coding Index
57.3
Math Index
GPQA Diamond
88.8%92.0%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
35.9%41.6%
SciCode
50.0%56.6%
IFBench
76.5%73.9%
TerminalBench
57.6%
DeepSeek V4 Pro (Reasoning, Max Effort)1 wins
6 winsGPT-5.4 (xhigh)

Frequently Asked Questions

Which is cheaper, DeepSeek V4 Pro (Reasoning, Max Effort) or GPT-5.4 (xhigh)?

DeepSeek V4 Pro (Reasoning, Max Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $5.63/M for GPT-5.4 (xhigh).

Which model performs better on benchmarks?

GPT-5.4 (xhigh) wins 6 out of 12 benchmarks compared to 1 for DeepSeek V4 Pro (Reasoning, Max Effort). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 (xhigh) generates tokens faster at 80 tok/s vs 0 tok/s. DeepSeek V4 Pro (Reasoning, Max Effort) also has lower time-to-first-token (0.00s vs 169.75s).

When should I use DeepSeek V4 Pro (Reasoning, Max Effort) vs GPT-5.4 (xhigh)?

Choose based on your priorities: DeepSeek V4 Pro (Reasoning, Max Effort) for lower cost, GPT-5.4 (xhigh) for stronger benchmark performance, and GPT-5.4 (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.