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

QwQ 32BvsDeepSeek V3.1 Terminus (Non-reasoning)

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

Alibaba

QwQ 32B

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

DeepSeek V3.1 Terminus (Non-reasoning)

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

Winner by Category

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

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
19.728.5
Coding Index
31.9
Math Index
29.053.7
GPQA Diamond
59.3%75.1%
MMLU-Pro
76.4%83.6%
LiveCodeBench
63.1%52.9%
AIME 2025
29.0%53.7%
MATH-500
95.7%
Humanity's Last Exam
8.2%8.4%
SciCode
35.8%32.1%
IFBench
38.8%41.2%
TerminalBench
31.8%
QwQ 32B3 wins
9 winsDeepSeek V3.1 Terminus (Non-reasoning)

Frequently Asked Questions

Which is cheaper, QwQ 32B 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 $0.45/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. However, DeepSeek V3.1 Terminus (Non-reasoning) has lower time-to-first-token (0.00s vs 0.47s).

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