Model Comparison
Qwen3 VL 4B Instruct
vs. 30B (high)
Comparing 2 AI models · 10 benchmarks · Alibaba, Sarvam
Recommended Pick
Sa 30B (high) 9 metric wins Strongest on: Throughput, Reasoning, Intelligence
Lowest Price
Qwen3 VL 4B Instruct
$0.00/1M input price
Best Reasoning
30B (high)
27.5 reasoning score
Blends available reasoning benchmarks
Best for Coding
30B (high)
7.9 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
Qwen3 VL 4B Instruct is ∞x cheaper on input tokens than 30B (high).
Reasoning gap
30B (high) leads Qwen3 VL 4B Instruct by 2.7 points on reasoning.
Coding gap
30B (high) leads Qwen3 VL 4B Instruct by 3.3 points on coding.
Top-pick rationale
30B (high) wins 9 measurable categories, including Throughput, Reasoning, Intelligence, Coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 4B Instruct
Alibaba
TTFT
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Time
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tok/s
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Tokens
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Cost
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30B (high)
Sarvam
TTFT
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Time
—
tok/s
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Tokens
—
Cost
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Which answer was more useful?
Full Comparison
| Metric | Al Qwen3 VL 4B Instruct | Top Pick Sa 30B (high) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.03/1M |
| Output Cost | $0.00/1M | $0.11/1M |
| Blended (3:1) | — | $0.05/1M |
| Specifications | ||
| Organization | Alibaba | Sarvam |
| Release Date | Oct 14, 2025 | Mar 6, 2026 |
| Performance & Speed | ||
| Throughput | — | 214.3 tok/s |
| TTFT | — | 1173ms |
| Latency | — | 10505ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 24.9 | 27.5 |
| Intelligence | 9.6 | 12.3 |
| Coding | 4.6 | 7.9 |
| Math | 37.0 | — |
| Standard Benchmarks | ||
| GPQA | 37.1% | 63.3% |
| MMLU Pro | 63.4% | — |
| HLE | 3.7% | 7.0% |
| LiveCodeBench | 29.0% | — |
| AIME 2025 | 37.0% | — |
| SciCode | 13.7% | 19.2% |
| LCR | 13.0% | 0.0% |
| IFBench | 31.8% | 26.5% |
| TAU-bench v2 | 23.4% | 34.5% |
| TerminalBench Hard | 0.0% | 2.3% |
Key Takeaways
Qwen3 VL 4B Instruct offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
30B (high) has the strongest reasoning profile with a 27.5 reasoning score, combining the available reasoning-heavy benchmarks.
30B (high) reaches a 7.9 coding index, making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Qwen3 VL 4B Instruct
- Cost-sensitive applications
- High-volume processing
30B (high)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
