Compare/Qwen3 Coder 480B A35B Instruct vs DeepSeek V3.1 (Reasoning)

Qwen3 Coder 480B A35B InstructvsDeepSeek V3.1 (Reasoning)

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

Alibaba

Qwen3 Coder 480B A35B Instruct

Input
$0.3/M
Output
$1.8/M
Speed
67 tok/s
TTFT
1.70s
DeepSeek

DeepSeek V3.1 (Reasoning)

Input
$0.59/M
Output
$1.69/M
Speed
TTFT

Winner by Category

Cheaper
Qwen3 Coder 480B A35B Instruct
Faster (tok/s)
Qwen3 Coder 480B A35B Instruct
Lower Latency
DeepSeek V3.1 (Reasoning)
Benchmarks (1-11)
DeepSeek V3.1 (Reasoning)

Pricing Comparison

MetricQwen3 Coder 480B A35B InstructDeepSeek V3.1 (Reasoning)
Input ($/M tokens)$0.3$0.59
Output ($/M tokens)$1.8$1.69
Cost for 1M input + 100K output tokens:
Qwen3 Coder 480B A35B Instruct$0.48
DeepSeek V3.1 (Reasoning)$0.76

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 Coder 480B A35B Instruct
67 tok/s
DeepSeek V3.1 (Reasoning)
Time to First Token (seconds) — lower is better
Qwen3 Coder 480B A35B Instruct
1.70s
DeepSeek V3.1 (Reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
24.827.7
Coding Index
24.629.7
Math Index
39.389.7
GPQA Diamond
61.8%77.9%
MMLU-Pro
78.8%85.1%
LiveCodeBench
58.5%78.4%
AIME 2025
39.3%89.7%
MATH-500
94.2%
Humanity's Last Exam
4.4%13.0%
SciCode
35.9%39.1%
IFBench
40.5%41.5%
TerminalBench
18.9%25.0%
Qwen3 Coder 480B A35B Instruct1 wins
11 winsDeepSeek V3.1 (Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 Coder 480B A35B Instruct or DeepSeek V3.1 (Reasoning)?

Qwen3 Coder 480B A35B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.68/M tokens vs $0.86/M for DeepSeek V3.1 (Reasoning).

Which model performs better on benchmarks?

DeepSeek V3.1 (Reasoning) wins 11 out of 12 benchmarks compared to 1 for Qwen3 Coder 480B A35B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Coder 480B A35B Instruct generates tokens faster at 67 tok/s vs 0 tok/s. However, DeepSeek V3.1 (Reasoning) has lower time-to-first-token (0.00s vs 1.70s).

When should I use Qwen3 Coder 480B A35B Instruct vs DeepSeek V3.1 (Reasoning)?

Choose based on your priorities: Qwen3 Coder 480B A35B Instruct for lower cost, DeepSeek V3.1 (Reasoning) for stronger benchmark performance, and Qwen3 Coder 480B A35B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.