Compare/DeepSeek V3.1 Terminus (Reasoning) vs Qwen3 VL 235B A22B Instruct

DeepSeek V3.1 Terminus (Reasoning)vsQwen3 VL 235B A22B 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 235B A22B Instruct

Input
$0.7/M
Output
$2.8/M
Speed
51 tok/s
TTFT
1.16s

Winner by Category

Cheaper
Qwen3 VL 235B A22B Instruct
Faster (tok/s)
Qwen3 VL 235B A22B 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 235B A22B 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 235B A22B Instruct$0.98

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.1 Terminus (Reasoning)
Qwen3 VL 235B A22B Instruct
51 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3.1 Terminus (Reasoning)
Qwen3 VL 235B A22B Instruct
1.16s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
30.414.3
Coding Index
43.5
Math Index
89.770.7
GPQA Diamond
79.2%71.2%
MMLU-Pro
85.1%82.3%
LiveCodeBench
79.8%59.4%
AIME 2025
89.7%70.7%
MATH-500
Humanity's Last Exam
15.2%6.3%
SciCode
40.6%35.9%
IFBench
57.0%42.7%
TerminalBench
30.3%6.8%
DeepSeek V3.1 Terminus (Reasoning)11 wins
0 winsQwen3 VL 235B A22B Instruct

Frequently Asked Questions

Which is cheaper, DeepSeek V3.1 Terminus (Reasoning) or Qwen3 VL 235B A22B Instruct?

Qwen3 VL 235B A22B 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 235B A22B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 VL 235B A22B Instruct generates tokens faster at 51 tok/s vs 0 tok/s. DeepSeek V3.1 Terminus (Reasoning) also has lower time-to-first-token (0.00s vs 1.16s).

When should I use DeepSeek V3.1 Terminus (Reasoning) vs Qwen3 VL 235B A22B Instruct?

Choose based on your priorities: Qwen3 VL 235B A22B Instruct for lower cost, DeepSeek V3.1 Terminus (Reasoning) for stronger benchmark performance, and Qwen3 VL 235B A22B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.