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

DeepSeek V3.1 Terminus (Reasoning)vsQwen3 VL 32B Instruct

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

DeepSeek

DeepSeek V3.1 Terminus (Reasoning)

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

Qwen3 VL 32B Instruct

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

Winner by Category

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

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
33.917.2
Coding Index
33.715.6
Math Index
89.768.3
GPQA Diamond
79.2%67.1%
MMLU-Pro
85.1%79.1%
LiveCodeBench
79.8%51.4%
AIME 2025
89.7%68.3%
MATH-500
Humanity's Last Exam
15.2%6.3%
SciCode
40.6%30.1%
IFBench
57.0%39.2%
TerminalBench
30.3%8.3%
DeepSeek V3.1 Terminus (Reasoning)11 wins
0 winsQwen3 VL 32B Instruct

Frequently Asked Questions

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

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. DeepSeek V3.1 Terminus (Reasoning) also has lower time-to-first-token (0.00s vs 1.14s).

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

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.