Compare/DeepSeek V3.1 Terminus (Reasoning) vs Qwen3 235B A22B 2507 Instruct

DeepSeek V3.1 Terminus (Reasoning)vsQwen3 235B A22B 2507 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 235B A22B 2507 Instruct

Input
$0.7/M
Output
$2.8/M
Speed
70 tok/s
TTFT
1.17s

Winner by Category

Cheaper
Qwen3 235B A22B 2507 Instruct
Faster (tok/s)
Qwen3 235B A22B 2507 Instruct
Lower Latency
DeepSeek V3.1 Terminus (Reasoning)
Benchmarks (11-1)
DeepSeek V3.1 Terminus (Reasoning)

Pricing Comparison

MetricDeepSeek V3.1 Terminus (Reasoning)Qwen3 235B A22B 2507 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 235B A22B 2507 Instruct$0.98

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.1 Terminus (Reasoning)
Qwen3 235B A22B 2507 Instruct
70 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3.1 Terminus (Reasoning)
Qwen3 235B A22B 2507 Instruct
1.17s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
30.418.2
Coding Index
43.5
Math Index
89.771.7
GPQA Diamond
79.2%75.3%
MMLU-Pro
85.1%82.8%
LiveCodeBench
79.8%52.4%
AIME 2025
89.7%71.7%
MATH-500
98.0%
Humanity's Last Exam
15.2%10.6%
SciCode
40.6%36.0%
IFBench
57.0%46.1%
TerminalBench
30.3%15.2%
DeepSeek V3.1 Terminus (Reasoning)11 wins
1 winsQwen3 235B A22B 2507 Instruct

Frequently Asked Questions

Which is cheaper, DeepSeek V3.1 Terminus (Reasoning) or Qwen3 235B A22B 2507 Instruct?

Qwen3 235B A22B 2507 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 1 for Qwen3 235B A22B 2507 Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 235B A22B 2507 Instruct generates tokens faster at 70 tok/s vs 0 tok/s. DeepSeek V3.1 Terminus (Reasoning) also has lower time-to-first-token (0.00s vs 1.17s).

When should I use DeepSeek V3.1 Terminus (Reasoning) vs Qwen3 235B A22B 2507 Instruct?

Choose based on your priorities: Qwen3 235B A22B 2507 Instruct for lower cost, DeepSeek V3.1 Terminus (Reasoning) for stronger benchmark performance, and Qwen3 235B A22B 2507 Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.