What is FNI Score?
What is FNI Score?
FNI (Free2AITools Normalized Index) is a composite score measuring model quality across four dimensions: Performance, Versatility, Community, and Usability.
Score Components
| Component | Weight | Measures |
|---|---|---|
| P - Performance | 30% | Benchmark scores (MMLU, HumanEval) |
| V - Versatility | 25% | Task coverage, multi-modality |
| C - Community | 25% | Downloads, likes, citations |
| U - Usability | 20% | Deploy score, GGUF availability |
Score Range
| FNI Score | Percentile | Quality |
|---|---|---|
| 90+ | Top 1% | Exceptional |
| 80-89 | Top 5% | Excellent |
| 70-79 | Top 15% | Very Good |
| 60-69 | Top 30% | Good |
| 50-59 | Top 50% | Average |
| <50 | Bottom 50% | Below Average |
How to Use FNI
- Compare models - Higher FNI = better overall quality
- Filter by component - Focus on P for benchmarks, U for ease of use
- Track trends - Rising FNI indicates community adoption