Compare/Qwen3 VL 32B Instruct vs DeepSeek V3.1 Terminus (Reasoning)

Qwen3 VL 32B InstructvsDeepSeek V3.1 Terminus (Reasoning)

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

Alibaba

Qwen3 VL 32B Instruct

Input
$0.7/M
Output
$2.8/M
Speed
63 tok/s
TTFT
1.14s
DeepSeek

DeepSeek V3.1 Terminus (Reasoning)

Input
$1.635/M
Output
$2.75/M
Speed
TTFT

Winner by Category

Cheaper
Qwen3 VL 32B Instruct
Faster (tok/s)
Qwen3 VL 32B Instruct
Lower Latency
DeepSeek V3.1 Terminus (Reasoning)
Benchmarks (0-11)
DeepSeek V3.1 Terminus (Reasoning)

Pricing Comparison

MetricQwen3 VL 32B InstructDeepSeek V3.1 Terminus (Reasoning)
Input ($/M tokens)$0.7$1.635
Output ($/M tokens)$2.8$2.75
Cost for 1M input + 100K output tokens:
Qwen3 VL 32B Instruct$0.98
DeepSeek V3.1 Terminus (Reasoning)$1.91

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 VL 32B Instruct
63 tok/s
DeepSeek V3.1 Terminus (Reasoning)
Time to First Token (seconds) — lower is better
Qwen3 VL 32B Instruct
1.14s
DeepSeek V3.1 Terminus (Reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.233.9
Coding Index
15.633.7
Math Index
68.389.7
GPQA Diamond
67.1%79.2%
MMLU-Pro
79.1%85.1%
LiveCodeBench
51.4%79.8%
AIME 2025
68.3%89.7%
MATH-500
Humanity's Last Exam
6.3%15.2%
SciCode
30.1%40.6%
IFBench
39.2%57.0%
TerminalBench
8.3%30.3%
Qwen3 VL 32B Instruct0 wins
11 winsDeepSeek V3.1 Terminus (Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 VL 32B Instruct or DeepSeek V3.1 Terminus (Reasoning)?

Qwen3 VL 32B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $1.23/M tokens vs $1.91/M for DeepSeek V3.1 Terminus (Reasoning).

Which model performs better on benchmarks?

DeepSeek V3.1 Terminus (Reasoning) wins 11 out of 12 benchmarks compared to 0 for Qwen3 VL 32B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 VL 32B Instruct generates tokens faster at 63 tok/s vs 0 tok/s. However, DeepSeek V3.1 Terminus (Reasoning) has lower time-to-first-token (0.00s vs 1.14s).

When should I use Qwen3 VL 32B Instruct vs DeepSeek V3.1 Terminus (Reasoning)?

Choose based on your priorities: Qwen3 VL 32B Instruct for lower cost, DeepSeek V3.1 Terminus (Reasoning) for stronger benchmark performance, and Qwen3 VL 32B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.