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

Qwen3 235B A22B 2507 InstructvsDeepSeek V3.1 Terminus (Reasoning)

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

Alibaba

Qwen3 235B A22B 2507 Instruct

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

DeepSeek V3.1 Terminus (Reasoning)

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

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 (1-11)
DeepSeek V3.1 Terminus (Reasoning)

Pricing Comparison

MetricQwen3 235B A22B 2507 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 235B A22B 2507 Instruct$0.98
DeepSeek V3.1 Terminus (Reasoning)$1.91

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
18.230.4
Coding Index
43.5
Math Index
71.789.7
GPQA Diamond
75.3%79.2%
MMLU-Pro
82.8%85.1%
LiveCodeBench
52.4%79.8%
AIME 2025
71.7%89.7%
MATH-500
98.0%
Humanity's Last Exam
10.6%15.2%
SciCode
36.0%40.6%
IFBench
46.1%57.0%
TerminalBench
15.2%30.3%
Qwen3 235B A22B 2507 Instruct1 wins
11 winsDeepSeek V3.1 Terminus (Reasoning)

Frequently Asked Questions

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

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. However, DeepSeek V3.1 Terminus (Reasoning) has lower time-to-first-token (0.00s vs 1.17s).

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

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.