Business opportunity identification on 302-instance enterprise benchmark (full)
130True CountX-SYNTH + Frontier LLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| X-SYNTH + Frontier LLMBackbone LLM=Claude Opus 4.6, Framework=X-SYNTH2026.05 | 130 | 80 | 30 | 61.9 | 38.1 | |
| X-SYNTH + Small LLMBackbone LLM=GPT-4o-mini, Framework=X-SYNTH2026.05 | 120 | 90 | 6 | 57.1 | 42.9 | |
| Frontier LLM (direct)Backbone LLM=Claude Opus 4.6, Framework=Direct2026.05 | 20 | 190 | 50 | 9.5 | 90.5 | |
| Small LLM (direct)Backbone LLM=GPT-4o-mini, Framework=Direct2026.05 | 0 | 210 | 40 | 0 | 100 |