Compare/DeepSeek V3.1 Terminus (Non-reasoning) vs QwQ 32B

DeepSeek V3.1 Terminus (Non-reasoning)vsQwQ 32B

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

DeepSeek

DeepSeek V3.1 Terminus (Non-reasoning)

Input
$0.27/M
Output
$1/M
Speed
TTFT
Alibaba

QwQ 32B

Input
$0.66/M
Output
$1/M
Speed
31 tok/s
TTFT
0.47s

Winner by Category

Cheaper
DeepSeek V3.1 Terminus (Non-reasoning)
Faster (tok/s)
QwQ 32B
Lower Latency
DeepSeek V3.1 Terminus (Non-reasoning)
Benchmarks (9-3)
DeepSeek V3.1 Terminus (Non-reasoning)

Pricing Comparison

MetricDeepSeek V3.1 Terminus (Non-reasoning)QwQ 32B
Input ($/M tokens)$0.27$0.66
Output ($/M tokens)$1$1
Cost for 1M input + 100K output tokens:
DeepSeek V3.1 Terminus (Non-reasoning)$0.37
QwQ 32B$0.76

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.1 Terminus (Non-reasoning)
QwQ 32B
31 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3.1 Terminus (Non-reasoning)
QwQ 32B
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
28.519.7
Coding Index
31.9
Math Index
53.729.0
GPQA Diamond
75.1%59.3%
MMLU-Pro
83.6%76.4%
LiveCodeBench
52.9%63.1%
AIME 2025
53.7%29.0%
MATH-500
95.7%
Humanity's Last Exam
8.4%8.2%
SciCode
32.1%35.8%
IFBench
41.2%38.8%
TerminalBench
31.8%
DeepSeek V3.1 Terminus (Non-reasoning)9 wins
3 winsQwQ 32B

Frequently Asked Questions

Which is cheaper, DeepSeek V3.1 Terminus (Non-reasoning) or QwQ 32B?

DeepSeek V3.1 Terminus (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.45/M tokens vs $0.74/M for QwQ 32B.

Which model performs better on benchmarks?

DeepSeek V3.1 Terminus (Non-reasoning) wins 9 out of 12 benchmarks compared to 3 for QwQ 32B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

QwQ 32B generates tokens faster at 31 tok/s vs 0 tok/s. DeepSeek V3.1 Terminus (Non-reasoning) also has lower time-to-first-token (0.00s vs 0.47s).

When should I use DeepSeek V3.1 Terminus (Non-reasoning) vs QwQ 32B?

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 QwQ 32B for faster generation. For latency-sensitive apps, check the TTFT comparison above.