Model Comparison
Qwen3 VL 30B A3B (Reasoning)
vs. Ring-flash-2.0
Comparing 2 AI models · 10 benchmarks · Alibaba, InclusionAI
Recommended Pick
InRing-flash-2.09 metric winsStrongest on: Value, Input price, Output price
Best Value
Ring-flash-2.0
100.0 value score
51.5 reasoning / $0.25/1M
Lowest Price
Ring-flash-2.0
$0.14/1M input price
Best Reasoning
Qwen3 VL 30B A3B (Reasoning)
51.8 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
Ring-flash-2.0 has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Ring-flash-2.0 is 1.4x cheaper on input tokens than Qwen3 VL 30B A3B (Reasoning).
Reasoning gap
Qwen3 VL 30B A3B (Reasoning) leads Ring-flash-2.0 by 0.3 points on reasoning.
Top-pick rationale
Ring-flash-2.0 wins 9 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 (Reasoning)
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Ring-flash-2.0
InclusionAI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Chat with leading AI models
Use Claude, ChatGPT, Gemini alongside with EU-Hosted Models like Deepseek, Qwen & Kimi.
EU-hosted inference
Servers in Germany & Finland. Designed to meet strict GDPR and ISO 27001 compliance requirements.
Full Comparison
| Metric | Al Qwen3 VL 30B A3B (Reasoning) | Top Pick In Ring-flash-2.0 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.20/1M | $0.14/1M |
| Output Cost | $2.40/1M | $0.57/1M |
| Blended (3:1) | $0.75/1M | $0.25/1M |
| Specifications | ||
| Organization | Alibaba | InclusionAI |
| Release Date | Oct 3, 2025 | Sep 19, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 33.2 | 100.0 |
| Reasoning Score | 51.8 | 51.5 |
| Intelligence | 13.4 | 8.0 |
| Math | 82.3 | 83.7 |
| Standard Benchmarks | ||
| GPQA | 72.0% | 72.5% |
| MMLU Pro | 80.7% | 79.3% |
| HLE | 8.9% | 9.6% |
| LiveCodeBench | 69.7% | 62.8% |
| AIME 2025 | 82.3% | 83.7% |
| SciCode | 28.8% | 16.8% |
| LCR | 42.7% | 23.7% |
| IFBench | 45.1% | 43.3% |
| TAU-bench v2 | 19.9% | 0.0% |
| TerminalBench Hard | 5.3% | 7.6% |
Key Takeaways
Ring-flash-2.0 offers the best value at $0.14/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 VL 30B A3B (Reasoning) has the strongest reasoning profile with a 51.8 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 (Reasoning)
- Complex reasoning tasks
- Research & analysis
Ring-flash-2.0
- Cost-sensitive applications
- High-volume processing
