Compare/DeepSeek V3.2 (Non-reasoning) vs GPT-3.5 Turbo

DeepSeek V3.2 (Non-reasoning)vsGPT-3.5 Turbo

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

DeepSeek

DeepSeek V3.2 (Non-reasoning)

Input
$0.5/M
Output
$1.6/M
Speed
TTFT
OpenAI

GPT-3.5 Turbo

Input
$0.5/M
Output
$1.5/M
Speed
104 tok/s
TTFT
0.52s

Winner by Category

Cheaper
GPT-3.5 Turbo
Faster (tok/s)
GPT-3.5 Turbo
Lower Latency
DeepSeek V3.2 (Non-reasoning)
Benchmarks (11-1)
DeepSeek V3.2 (Non-reasoning)

Pricing Comparison

MetricDeepSeek V3.2 (Non-reasoning)GPT-3.5 Turbo
Input ($/M tokens)$0.5$0.5
Output ($/M tokens)$1.6$1.5
Cost for 1M input + 100K output tokens:
DeepSeek V3.2 (Non-reasoning)$0.66
GPT-3.5 Turbo$0.65

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.2 (Non-reasoning)
GPT-3.5 Turbo
104 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3.2 (Non-reasoning)
GPT-3.5 Turbo
0.52s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
32.19.0
Coding Index
34.610.7
Math Index
59.0
GPQA Diamond
75.1%29.7%
MMLU-Pro
83.7%46.2%
LiveCodeBench
59.3%
AIME 2025
59.0%
MATH-500
44.1%
Humanity's Last Exam
10.5%
SciCode
38.7%
IFBench
49.0%
TerminalBench
32.6%
DeepSeek V3.2 (Non-reasoning)11 wins
1 winsGPT-3.5 Turbo

Frequently Asked Questions

Which is cheaper, DeepSeek V3.2 (Non-reasoning) or GPT-3.5 Turbo?

GPT-3.5 Turbo is cheaper overall. Its blended price (3:1 input/output ratio) is $0.75/M tokens vs $0.78/M for DeepSeek V3.2 (Non-reasoning).

Which model performs better on benchmarks?

DeepSeek V3.2 (Non-reasoning) wins 11 out of 12 benchmarks compared to 1 for GPT-3.5 Turbo. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-3.5 Turbo generates tokens faster at 104 tok/s vs 0 tok/s. DeepSeek V3.2 (Non-reasoning) also has lower time-to-first-token (0.00s vs 0.52s).

When should I use DeepSeek V3.2 (Non-reasoning) vs GPT-3.5 Turbo?

Choose based on your priorities: GPT-3.5 Turbo for lower cost, DeepSeek V3.2 (Non-reasoning) for stronger benchmark performance, and GPT-3.5 Turbo for faster generation. For latency-sensitive apps, check the TTFT comparison above.