Head to head
Naluri-279M scores 50.4 and d3 lite 74.9 on the System One Index. Naluri-279M is more accurate on 2 of 16 text datasets, d3 lite on 13, and 1 are tied. Same cases, same request, same scorer.
| Naluri-279M | d3 lite | |
|---|---|---|
| System One Index | 50.4 | 74.9 |
| English | 52.6 | 74.3 |
| Arabic | 50.7 | 74.7 |
| Vision Index | – | – |
| Calibration error | 8.3% | 7.1% |
| Median latency | – | – |
| Cost per 1,000 calls | – | – |
| Naluri-279M | d3 lite | |
|---|---|---|
| AG News English | 77.5 | 85.5 |
| SST-2 English | 77.0 | 86.0 |
| SST-5 English | 34.0 | 50.5 |
| DAIR Emotion English | 68.5 | 57.0 |
| Banking77 English | 31.0 | 91.0 |
| BoolQ English | 54.5 | 81.0 |
| XNLI English English | 30.7 | 90.7 |
| Typed decisions English | 47.3 | 52.6 |
| XNLI French French | 31.3 | 81.3 |
| XNLI Arabic Arabic | 30.7 | 72.7 |
| MASSIVE scenario Arabic | 58.0 | 58.0 |
| MASSIVE intent Arabic | 52.0 | 77.5 |
| OSACT4 offensive Arabic | 82.5 | 80.5 |
| Tweet sentiment Arabic | 53.0 | 67.0 |
| MIRACL rerank Arabic | 28.0 | 82.5 |
| MIRACL pairwise Arabic | 50.5 | 84.5 |
Model pages: Naluri-279M · d3 lite. Latency for API models is the median per call through OpenRouter, timed from one machine.