Battle of the Models
Compare specific LLM models, context windows, and capabilities.
StepFun Step 3.7 Flash
DEPRECATEDKilo AI Gateway
This model is no longer active/free — kept for reference.
Intelligence Score
83/100
Model Popularity
0 votes
Context Window
See provider
Pricing Model
Free / Open
Qwen3.8 27B (GGUF)
LM Studio
Intelligence Score
65/100
Context Window
Pricing Model
Free / Open
Model Popularity
0 votes
FINAL VERDICT
StepFun Step 3.7 Flash Wins
With an intelligence score of 83/100 vs 65/100, StepFun Step 3.7 Flash outperforms Qwen3.8 27B (GGUF) by 18 points.
Clear Winner: Significant performance advantage for StepFun Step 3.7 Flash.
HEAD-TO-HEAD
Detailed Comparison
| Feature |
StepFun Step 3.7 Flash
|
Qwen3.8 27B (GGUF)
|
|---|---|---|
|
Context Window
|
See provider | |
|
Architecture
|
Transformer | Transformer (Open Weight) |
|
Est. MMLU Score
|
~75-79% | ~60-64% |
|
Release Date
|
2024 | 2024 |
|
Pricing Model
|
Free Tier | Free Tier |
|
Rate Limit (RPM)
|
200 requests/hour per IP on free models (anonymous use allowed) | Hardware limited |
|
Daily Limit
|
Default free models only | Unlimited |
|
Capabilities
|
No specific data
|
No specific data
|
|
Performance Tier
|
B-Tier (Strong) | C-Tier (Good) |
|
Speed Estimate
|
⚡ Very Fast | ⚡ Very Fast |
|
Primary Use Case
|
⚡ Fast Chat & Apps | General Purpose |
|
Model Size
|
Undisclosed | 27B |
|
Limitations
|
|
|
|
Key Strengths
|
|
|
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