Compare/Qwen3.7 Plus vs KAT-Coder-Pro V1

Qwen3.7 PlusvsKAT-Coder-Pro V1

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

Alibaba

Qwen3.7 Plus

Input
$0.4/M
Output
$1.16/M
Speed
54 tok/s
TTFT
1.34s
KwaiKAT

KAT-Coder-Pro V1

Input
$0.3/M
Output
$1.2/M
Speed
115 tok/s
TTFT
1.32s

Winner by Category

Cheaper
KAT-Coder-Pro V1
Faster (tok/s)
KAT-Coder-Pro V1
Lower Latency
KAT-Coder-Pro V1
Benchmarks (6-4)
Qwen3.7 Plus

Pricing Comparison

MetricQwen3.7 PlusKAT-Coder-Pro V1
Input ($/M tokens)$0.4$0.3
Output ($/M tokens)$1.16$1.2
Cost for 1M input + 100K output tokens:
Qwen3.7 Plus$0.52
KAT-Coder-Pro V1$0.42

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.7 Plus
54 tok/s
KAT-Coder-Pro V1
115 tok/s
Time to First Token (seconds) — lower is better
Qwen3.7 Plus
1.34s
KAT-Coder-Pro V1
1.32s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
53.336.0
Coding Index
46.518.3
Math Index
94.7
GPQA Diamond
90.0%76.4%
MMLU-Pro
81.3%
LiveCodeBench
74.7%
AIME 2025
94.7%
MATH-500
Humanity's Last Exam
33.4%33.4%
SciCode
45.5%36.6%
IFBench
78.0%68.4%
TerminalBench
47.0%9.1%
Qwen3.7 Plus6 wins
4 winsKAT-Coder-Pro V1

Frequently Asked Questions

Which is cheaper, Qwen3.7 Plus or KAT-Coder-Pro V1?

KAT-Coder-Pro V1 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.53/M tokens vs $0.59/M for Qwen3.7 Plus.

Which model performs better on benchmarks?

Qwen3.7 Plus wins 6 out of 12 benchmarks compared to 4 for KAT-Coder-Pro V1. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

KAT-Coder-Pro V1 generates tokens faster at 115 tok/s vs 54 tok/s. However, KAT-Coder-Pro V1 has lower time-to-first-token (1.32s vs 1.34s).

When should I use Qwen3.7 Plus vs KAT-Coder-Pro V1?

Choose based on your priorities: KAT-Coder-Pro V1 for lower cost, Qwen3.7 Plus for stronger benchmark performance, and KAT-Coder-Pro V1 for faster generation. For latency-sensitive apps, check the TTFT comparison above.