Compare/Qwen3 235B A22B 2507 Instruct vs Kimi K2.5 (Non-reasoning)

Qwen3 235B A22B 2507 InstructvsKimi K2.5 (Non-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
72 tok/s
TTFT
1.08s
Kimi

Kimi K2.5 (Non-reasoning)

Input
$0.6/M
Output
$3/M
Speed
33 tok/s
TTFT
1.40s

Winner by Category

Cheaper
Kimi K2.5 (Non-reasoning)
Faster (tok/s)
Qwen3 235B A22B 2507 Instruct
Lower Latency
Qwen3 235B A22B 2507 Instruct
Benchmarks (6-6)
Tie

Pricing Comparison

MetricQwen3 235B A22B 2507 InstructKimi K2.5 (Non-reasoning)
Input ($/M tokens)$0.7$0.6
Output ($/M tokens)$2.8$3
Cost for 1M input + 100K output tokens:
Qwen3 235B A22B 2507 Instruct$0.98
Kimi K2.5 (Non-reasoning)$0.90

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 235B A22B 2507 Instruct
72 tok/s
Kimi K2.5 (Non-reasoning)
33 tok/s
Time to First Token (seconds) — lower is better
Qwen3 235B A22B 2507 Instruct
1.08s
Kimi K2.5 (Non-reasoning)
1.40s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
25.037.3
Coding Index
22.125.8
Math Index
71.7
GPQA Diamond
75.3%78.9%
MMLU-Pro
82.8%
LiveCodeBench
52.4%
AIME 2025
71.7%
MATH-500
98.0%
Humanity's Last Exam
10.6%12.3%
SciCode
36.0%39.6%
IFBench
46.1%43.7%
TerminalBench
15.2%18.9%
Qwen3 235B A22B 2507 Instruct6 wins
6 winsKimi K2.5 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 235B A22B 2507 Instruct or Kimi K2.5 (Non-reasoning)?

Kimi K2.5 (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.20/M tokens vs $1.23/M for Qwen3 235B A22B 2507 Instruct.

Which model performs better on benchmarks?

It's a tie — both models win 6 benchmarks each across 12 evaluated categories. 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 72 tok/s vs 33 tok/s. Qwen3 235B A22B 2507 Instruct also has lower time-to-first-token (1.08s vs 1.40s).

When should I use Qwen3 235B A22B 2507 Instruct vs Kimi K2.5 (Non-reasoning)?

Choose based on your priorities: Kimi K2.5 (Non-reasoning) for lower cost, both perform similarly on benchmarks, and Qwen3 235B A22B 2507 Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.