Compare/DeepSeek V4 Pro (Non-reasoning) vs GPT-5.5 (high)

DeepSeek V4 Pro (Non-reasoning)vsGPT-5.5 (high)

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

DeepSeek

DeepSeek V4 Pro (Non-reasoning)

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

GPT-5.5 (high)

Input
$5/M
Output
$30/M
Speed
59 tok/s
TTFT
19.69s

Winner by Category

Cheaper
DeepSeek V4 Pro (Non-reasoning)
Faster (tok/s)
GPT-5.5 (high)
Lower Latency
DeepSeek V4 Pro (Non-reasoning)
Benchmarks (0-7)
GPT-5.5 (high)

Pricing Comparison

MetricDeepSeek V4 Pro (Non-reasoning)GPT-5.5 (high)
Input ($/M tokens)$0$5
Output ($/M tokens)$0$30
Cost for 1M input + 100K output tokens:
DeepSeek V4 Pro (Non-reasoning)$0.00
GPT-5.5 (high)$8.00

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V4 Pro (Non-reasoning)
GPT-5.5 (high)
59 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V4 Pro (Non-reasoning)
GPT-5.5 (high)
19.69s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
39.358.9
Coding Index
38.458.5
Math Index
GPQA Diamond
71.7%93.2%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
7.7%43.0%
SciCode
42.4%55.9%
IFBench
45.8%71.6%
TerminalBench
36.4%59.8%
DeepSeek V4 Pro (Non-reasoning)0 wins
7 winsGPT-5.5 (high)

Frequently Asked Questions

Which is cheaper, DeepSeek V4 Pro (Non-reasoning) or GPT-5.5 (high)?

DeepSeek V4 Pro (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $11.25/M for GPT-5.5 (high).

Which model performs better on benchmarks?

GPT-5.5 (high) wins 7 out of 12 benchmarks compared to 0 for DeepSeek V4 Pro (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.5 (high) generates tokens faster at 59 tok/s vs 0 tok/s. DeepSeek V4 Pro (Non-reasoning) also has lower time-to-first-token (0.00s vs 19.69s).

When should I use DeepSeek V4 Pro (Non-reasoning) vs GPT-5.5 (high)?

Choose based on your priorities: DeepSeek V4 Pro (Non-reasoning) for lower cost, GPT-5.5 (high) for stronger benchmark performance, and GPT-5.5 (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.