Model Comparison
30B (high)
vs. Step3 VL 10B
Comparing 2 AI models · 0 benchmarks · Sarvam, StepFun
Recommended Pick
StStep3 VL 10B2 metric winsStrongest on: Reasoning, Intelligence
Lowest Price
30B (high)
$0.03/1M input price
Best Reasoning
Step3 VL 10B
9.3 reasoning score
Blends available reasoning benchmarks
Differences That Matter
Reasoning gap
Step3 VL 10B leads 30B (high) by 2.9 points on reasoning.
Top-pick rationale
Step3 VL 10B wins 2 measurable categories, including Reasoning, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
30B (high)
Sarvam
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Step3 VL 10B
StepFun
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Secure AI Chat made in Europe
Processing terms vary by selected model. Review the current Privacy Policy and DPA before using sensitive data.
OpenAI-compatible inference
Choose from the current model catalog. Processing terms vary by selected model and service.
Full Comparison
| Metric | Sa 30B (high) | Top Pick St Step3 VL 10B |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.03/1M | — |
| Output Cost | $0.11/1M | — |
| Blended (3:1) | $0.05/1M | — |
| Specifications | ||
| Organization | Sarvam | StepFun |
| Release Date | Mar 6, 2026 | Jan 20, 2026 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 6.4 | 9.3 |
| Intelligence | 6.4 | 9.3 |
Key Takeaways
30B (high) offers the best value at $0.03/1M,making it ideal for high-volume applications and cost-conscious projects.
Step3 VL 10B has the strongest reasoning profile with a 9.3 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
30B (high)
- Cost-sensitive applications
- High-volume processing
Step3 VL 10B
- Complex reasoning tasks
- Research & analysis
