Model Comparison
Qwen3 VL 30B A3B Instruct
vs. Step 3.5 Flash
Comparing 2 AI models · 10 benchmarks · Alibaba, StepFun
Recommended Pick
StStep 3.5 Flash12 metric winsStrongest on: Value, Input price, Output price
Best Value
Step 3.5 Flash
100.0 value score
43.4 reasoning / $0.15/1M
Lowest Price
Step 3.5 Flash
$0.10/1M input price
Best Reasoning
Qwen3 VL 30B A3B Instruct
46.1 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
Best value
Step 3.5 Flash has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Step 3.5 Flash is 2.0x cheaper on input tokens than Qwen3 VL 30B A3B Instruct.
Reasoning gap
Qwen3 VL 30B A3B Instruct leads Step 3.5 Flash by 2.7 points on reasoning.
Top-pick rationale
Step 3.5 Flash wins 12 measurable categories, including Value, Input price, Output price, Blended price.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 30B A3B Instruct
Alibaba
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Step 3.5 Flash
StepFun
TTFT
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Time
—
tok/s
—
Tokens
—
Cost
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Which answer was more useful?
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Full Comparison
| Metric | Al Qwen3 VL 30B A3B Instruct | Top Pick St Step 3.5 Flash |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.20/1M | $0.10/1M |
| Output Cost | $0.80/1M | $0.30/1M |
| Blended (3:1) | $0.35/1M | $0.15/1M |
| Specifications | ||
| Organization | Alibaba | StepFun |
| Release Date | Oct 3, 2025 | Feb 2, 2026 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 45.5 | 100.0 |
| Reasoning Score | 46.1 | 43.4 |
| Intelligence | 9.9 | 26.0 |
| Math | 72.3 | — |
| Standard Benchmarks | ||
| GPQA | 69.5% | 83.1% |
| MMLU Pro | 76.4% | — |
| HLE | 6.3% | 21.1% |
| LiveCodeBench | 47.6% | — |
| AIME 2025 | 72.3% | — |
| SciCode | 30.8% | 40.4% |
| LCR | 27.3% | 48.0% |
| IFBench | 33.1% | 64.6% |
| TAU-bench v2 | 19.0% | 94.4% |
| TerminalBench Hard | 6.1% | 27.3% |
Key Takeaways
Step 3.5 Flash offers the best value at $0.10/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 VL 30B A3B Instruct has the strongest reasoning profile with a 46.1 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
Qwen3 VL 30B A3B Instruct
- Complex reasoning tasks
- Research & analysis
Step 3.5 Flash
- Cost-sensitive applications
- High-volume processing
