Model Comparison
Step3 VL 10B
vs. Tiny Aya Global
Comparing 2 AI models · 7 benchmarks · StepFun, Cohere
Recommended Pick
StStep3 VL 10B10 metric winsStrongest on: TTFT, Latency, Reasoning
Lowest Price
Step3 VL 10B
$0.00/1M input price
Best Reasoning
Step3 VL 10B
29.6 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
Reasoning gap
Step3 VL 10B leads Tiny Aya Global by 17.3 points on reasoning.
Top-pick rationale
Step3 VL 10B wins 10 measurable categories, including TTFT, Latency, Reasoning, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Step3 VL 10B
StepFun
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Tiny Aya Global
Cohere
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | Top Pick St Step3 VL 10B | Co Tiny Aya Global |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.00/1M |
| Output Cost | $0.00/1M | $0.00/1M |
| Specifications | ||
| Organization | StepFun | Cohere |
| Release Date | Jan 20, 2026 | Feb 17, 2026 |
| Performance & Speed | ||
| Throughput | — | 136.6 tok/s |
| TTFT | — | 340ms |
| Latency | — | 340ms |
| Composite Indices | ||
| Reasoning Score | 29.6 | 12.2 |
| Intelligence | 9.5 | 1.0 |
| Standard Benchmarks | ||
| GPQA | 69.0% | 30.5% |
| HLE | 10.2% | 5.2% |
| SciCode | 31.1% | 3.6% |
| LCR | 0.0% | 0.0% |
| IFBench | 50.2% | 20.1% |
| TAU-bench v2 | 16.1% | 0.0% |
| TerminalBench Hard | 5.3% | 0.0% |
Key Takeaways
Step3 VL 10B offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Step3 VL 10B has the strongest reasoning profile with a 29.6 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
Step3 VL 10B
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
Tiny Aya Global
- General-purpose AI
- Versatile applications
