Compare/Qwen3 235B A22B 2507 Instruct vs Apertus 70B Instruct

Qwen3 235B A22B 2507 InstructvsApertus 70B Instruct

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
Swiss AI Initiative

Apertus 70B Instruct

Input
$0.82/M
Output
$2.92/M
Speed
64 tok/s
TTFT
1.68s

Winner by Category

Cheaper
Qwen3 235B A22B 2507 Instruct
Faster (tok/s)
Qwen3 235B A22B 2507 Instruct
Lower Latency
Qwen3 235B A22B 2507 Instruct
Benchmarks (12-0)
Qwen3 235B A22B 2507 Instruct

Pricing Comparison

MetricQwen3 235B A22B 2507 InstructApertus 70B Instruct
Input ($/M tokens)$0.7$0.82
Output ($/M tokens)$2.8$2.92
Cost for 1M input + 100K output tokens:
Qwen3 235B A22B 2507 Instruct$0.98
Apertus 70B Instruct$1.11

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 235B A22B 2507 Instruct
72 tok/s
Apertus 70B Instruct
64 tok/s
Time to First Token (seconds) — lower is better
Qwen3 235B A22B 2507 Instruct
1.08s
Apertus 70B Instruct
1.68s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
25.07.7
Coding Index
22.11.9
Math Index
71.7
GPQA Diamond
75.3%27.2%
MMLU-Pro
82.8%
LiveCodeBench
52.4%
AIME 2025
71.7%
MATH-500
98.0%
Humanity's Last Exam
10.6%5.5%
SciCode
36.0%5.7%
IFBench
46.1%25.9%
TerminalBench
15.2%0.0%
Qwen3 235B A22B 2507 Instruct12 wins
0 winsApertus 70B Instruct

Frequently Asked Questions

Which is cheaper, Qwen3 235B A22B 2507 Instruct or Apertus 70B Instruct?

Qwen3 235B A22B 2507 Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $1.23/M tokens vs $1.34/M for Apertus 70B Instruct.

Which model performs better on benchmarks?

Qwen3 235B A22B 2507 Instruct wins 12 out of 12 benchmarks compared to 0 for Apertus 70B 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 72 tok/s vs 64 tok/s. Qwen3 235B A22B 2507 Instruct also has lower time-to-first-token (1.08s vs 1.68s).

When should I use Qwen3 235B A22B 2507 Instruct vs Apertus 70B Instruct?

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