Compare/GPT-3.5 Turbo vs DeepSeek V3.1 Terminus (Non-reasoning)

GPT-3.5 TurbovsDeepSeek V3.1 Terminus (Non-reasoning)

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

OpenAI

GPT-3.5 Turbo

Input
$0.5/M
Output
$1.5/M
Speed
100 tok/s
TTFT
0.43s
DeepSeek

DeepSeek V3.1 Terminus (Non-reasoning)

Input
$0.335/M
Output
$1.5/M
Speed
TTFT

Winner by Category

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

Pricing Comparison

MetricGPT-3.5 TurboDeepSeek V3.1 Terminus (Non-reasoning)
Input ($/M tokens)$0.5$0.335
Output ($/M tokens)$1.5$1.5
Cost for 1M input + 100K output tokens:
GPT-3.5 Turbo$0.65
DeepSeek V3.1 Terminus (Non-reasoning)$0.49

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-3.5 Turbo
100 tok/s
DeepSeek V3.1 Terminus (Non-reasoning)
Time to First Token (seconds) — lower is better
GPT-3.5 Turbo
0.43s
DeepSeek V3.1 Terminus (Non-reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.028.5
Coding Index
10.731.9
Math Index
53.7
GPQA Diamond
29.7%75.1%
MMLU-Pro
46.2%83.6%
LiveCodeBench
52.9%
AIME 2025
53.7%
MATH-500
44.1%
Humanity's Last Exam
8.4%
SciCode
32.1%
IFBench
41.2%
TerminalBench
31.8%
GPT-3.5 Turbo1 wins
11 winsDeepSeek V3.1 Terminus (Non-reasoning)

Frequently Asked Questions

Which is cheaper, GPT-3.5 Turbo or DeepSeek V3.1 Terminus (Non-reasoning)?

DeepSeek V3.1 Terminus (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.63/M tokens vs $0.75/M for GPT-3.5 Turbo.

Which model performs better on benchmarks?

DeepSeek V3.1 Terminus (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 100 tok/s vs 0 tok/s. However, DeepSeek V3.1 Terminus (Non-reasoning) has lower time-to-first-token (0.00s vs 0.43s).

When should I use GPT-3.5 Turbo vs DeepSeek V3.1 Terminus (Non-reasoning)?

Choose based on your priorities: DeepSeek V3.1 Terminus (Non-reasoning) for lower cost, DeepSeek V3.1 Terminus (Non-reasoning) for stronger benchmark performance, and GPT-3.5 Turbo for faster generation. For latency-sensitive apps, check the TTFT comparison above.