Model Comparison
105B (high)
vs. Step 5 Preview
Comparing 2 AI models · 0 benchmarks · Sarvam, StepFun
Recommended Pick
Sa105B (high)4 metric winsStrongest on: Value, Input price, Output price
Best Value
105B (high)
100.0 value score
8.8 reasoning / $0.07/1M
Lowest Price
105B (high)
$0.04/1M input price
Best Reasoning
Step 5 Preview
43.7 reasoning score
Blends available reasoning benchmarks
Differences That Matter
Best value
105B (high) has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
105B (high) is 25x cheaper on input tokens than Step 5 Preview.
Reasoning gap
Step 5 Preview leads 105B (high) by 34.9 points on reasoning.
Top-pick rationale
105B (high) wins 4 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.
105B (high)
Sarvam
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Step 5 Preview
StepFun
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Secure AI Chat made in Europe
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 | Top Pick Sa 105B (high) | St Step 5 Preview |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.04/1M | $1.00/1M |
| Output Cost | $0.17/1M | $2.70/1M |
| Blended (3:1) | $0.07/1M | $1.43/1M |
| Specifications | ||
| Organization | Sarvam | StepFun |
| Release Date | Mar 6, 2026 | Sep 18, 2026 |
| Performance & Speed | ||
| Throughput | — | 83.6 tok/s |
| TTFT | — | 4120ms |
| Latency | — | 28040ms |
| Composite Indices | ||
| Value Score | 100.0 | 25.3 |
| Reasoning Score | 8.8 | 43.7 |
| Intelligence | 8.8 | 43.7 |
Key Takeaways
105B (high) offers the best value at $0.04/1M,making it ideal for high-volume applications and cost-conscious projects.
Step 5 Preview has the strongest reasoning profile with a 43.7 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
105B (high)
- Cost-sensitive applications
- High-volume processing
Step 5 Preview
- Complex reasoning tasks
- Research & analysis
