Model Comparison
Qwen2.5 Instruct 32B
vs. Qwen3.6 35B A3B (Non-reasoning)
Comparing 2 AI models · 11 benchmarks · Alibaba
Recommended Pick
Al Qwen3.6 35B A3B (Non-reasoning) 5 metric wins Strongest on: Throughput, Reasoning, Intelligence
Lowest Price
Qwen2.5 Instruct 32B
$0.00/1M input price
Best Reasoning
Qwen3.6 35B A3B (Non-reasoning)
39.5 reasoning score
Blends available reasoning benchmarks
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
Qwen2.5 Instruct 32B is ∞x cheaper on input tokens than Qwen3.6 35B A3B (Non-reasoning).
Reasoning gap
Qwen3.6 35B A3B (Non-reasoning) leads Qwen2.5 Instruct 32B by 9.6 points on reasoning.
Top-pick rationale
Qwen3.6 35B A3B (Non-reasoning) wins 5 measurable categories, including Throughput, Reasoning, Intelligence, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen2.5 Instruct 32B
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Qwen3.6 35B A3B (Non-reasoning)
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Al Qwen2.5 Instruct 32B | Top Pick Al Qwen3.6 35B A3B (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.38/1M |
| Output Cost | $0.00/1M | $2.25/1M |
| Blended (3:1) | — | $0.84/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Sep 19, 2024 | Apr 16, 2026 |
| Performance & Speed | ||
| Throughput | — | 177.6 tok/s |
| TTFT | — | 1383ms |
| Latency | — | 1383ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 29.9 | 39.5 |
| Intelligence | 7.5 | 24.2 |
| Standard Benchmarks | ||
| GPQA | 46.6% | 81.7% |
| MMLU Pro | 69.7% | — |
| HLE | 3.8% | 12.5% |
| LiveCodeBench | 24.8% | — |
| MATH 500 | 80.5% | — |
| AIME (Original) | 11.0% | — |
| SciCode | 22.9% | 1.3% |
| LCR | — | 56.7% |
| IFBench | — | 36.2% |
| TAU-bench v2 | — | 85.1% |
| TerminalBench Hard | — | 25.8% |
Key Takeaways
Qwen2.5 Instruct 32B offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3.6 35B A3B (Non-reasoning) has the strongest reasoning profile with a 39.5 reasoning score, combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Qwen2.5 Instruct 32B
- Cost-sensitive applications
- High-volume processing
Qwen3.6 35B A3B (Non-reasoning)
- Complex reasoning tasks
- Research & analysis
