| # Pilot model runs | |
| DiffusionGemma: **48/60 tasks**, 57/70 questions. Jev: **51/60 tasks**, 60/70 questions. | |
| CLM direct replay: **23/60 tasks**, 30/70 questions. All 62 choice questions have null option descriptions, which CLM embeds as bare option keys. Two post-hoc input-format checks scored 26/60 and 21/60; the direct score remains primary. | |
| GPT-6 Luna (medium reasoning, strict JSON output): **60/60 tasks**, 70/70 questions. Its generative API and latency are not directly comparable to the System One services. | |
| Decider-4B v2 (pinned v2 checkpoint, native typed API): **48/60 tasks**, 56/70 questions. | |
| Decider-2B-Vision: **35/60 tasks**, 44/70 questions. | |
| GLiNER2.5-Decide: **21/60 tasks**, 29/70 questions. | |
| Paired outcomes: 45 both, 3 DiffusionGemma only, 6 Jev only, 6 neither. | |
| These are one-shot results on a selected, openly keyed set. They do not rank models generally. See `EVALUATION_PROTOCOL.md` for collection and scoring details. | |