Overview
FNI (Fair Nexus Index) is Free2AITools' proprietary scoring system for ranking AI models. It provides a transparent, multi-dimensional view of model quality.
The Four Dimensions
P - Popularity (30%)
- Download counts
- Like counts
- Community adoption
V - Velocity (25%)
- 7-day growth rate
- Trending momentum
- Recent activity
C - Credibility (25%)
- Benchmark scores (MMLU, HumanEval, etc.)
- Organization reputation
- Documentation quality
U - Utility (20%)
- Deploy score
- Format availability (GGUF, Ollama)
- Practical usability
Score Range
| FNI Score | Percentile | Interpretation |
|---|---|---|
| 90+ | Top 1% | Exceptional |
| 75-90 | Top 10% | Excellent |
| 50-75 | Top 25% | Good |
| 25-50 | Average | Moderate |
| <25 | Below Average | Limited |
Why FNI?
- Transparent: All factors explained
- Multi-dimensional: Not just downloads
- Updated daily: Fresh rankings
- Fair: Considers smaller models too
How to Improve FNI
- Publish quality benchmarks
- Provide GGUF/Ollama support
- Write good documentation
- Engage community