Compare/Qwen3 235B A22B 2507 (Reasoning) vs GLM-4.6 (Reasoning)

Qwen3 235B A22B 2507 (Reasoning)vsGLM-4.6 (Reasoning)

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

Alibaba

Qwen3 235B A22B 2507 (Reasoning)

Input
$0.4/M
Output
$2.15/M
Speed
56 tok/s
TTFT
1.32s
Z AI

GLM-4.6 (Reasoning)

Input
$0.55/M
Output
$2.2/M
Speed
41 tok/s
TTFT
0.87s

Winner by Category

Cheaper
Qwen3 235B A22B 2507 (Reasoning)
Faster (tok/s)
Qwen3 235B A22B 2507 (Reasoning)
Lower Latency
GLM-4.6 (Reasoning)
Benchmarks (9-3)
Qwen3 235B A22B 2507 (Reasoning)

Pricing Comparison

MetricQwen3 235B A22B 2507 (Reasoning)GLM-4.6 (Reasoning)
Input ($/M tokens)$0.4$0.55
Output ($/M tokens)$2.15$2.2
Cost for 1M input + 100K output tokens:
Qwen3 235B A22B 2507 (Reasoning)$0.61
GLM-4.6 (Reasoning)$0.77

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 235B A22B 2507 (Reasoning)
56 tok/s
GLM-4.6 (Reasoning)
41 tok/s
Time to First Token (seconds) — lower is better
Qwen3 235B A22B 2507 (Reasoning)
1.32s
GLM-4.6 (Reasoning)
0.87s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
29.532.5
Coding Index
23.229.5
Math Index
91.086.0
GPQA Diamond
79.0%78.0%
MMLU-Pro
84.3%82.9%
LiveCodeBench
78.8%69.5%
AIME 2025
91.0%86.0%
MATH-500
98.4%
Humanity's Last Exam
15.0%13.3%
SciCode
42.4%38.4%
IFBench
51.2%43.4%
TerminalBench
13.6%25.0%
Qwen3 235B A22B 2507 (Reasoning)9 wins
3 winsGLM-4.6 (Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 235B A22B 2507 (Reasoning) or GLM-4.6 (Reasoning)?

Qwen3 235B A22B 2507 (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.84/M tokens vs $0.96/M for GLM-4.6 (Reasoning).

Which model performs better on benchmarks?

Qwen3 235B A22B 2507 (Reasoning) wins 9 out of 12 benchmarks compared to 3 for GLM-4.6 (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 235B A22B 2507 (Reasoning) generates tokens faster at 56 tok/s vs 41 tok/s. However, GLM-4.6 (Reasoning) has lower time-to-first-token (0.87s vs 1.32s).

When should I use Qwen3 235B A22B 2507 (Reasoning) vs GLM-4.6 (Reasoning)?

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