~12,380× a ~1.16T class and ~2,867× a 5T frontier class at 7B — ride it for $9.99 Colab + ~$5 HDV ≈ $15/mo.
Capacity outcomes
Same fixed topology — swap the persona weight class and capacity scales linearly. Capacity ratios, not intelligence benchmarks.
| Persona model | Addressable capacity | vs ~1.16T class | vs 5T class |
|---|---|---|---|
| 7B (default) | ~14.3 quadrillion | ~12,380× | ~2,867× |
| 13B | ~26.6 quadrillion | ~22,990× | ~5,325× |
| 30B | ~61.4 quadrillion | ~53,057× | ~12,288× |
Against ~$100B-class frontier CapEx, a ~$15/mo seat delivers on the order of ~119M× CapEx-vs-seat capital efficiency over ~56 months — an organizational CapEx story, not a subscription price comparison.
Simple pricing
Only active personas draw compute. Bring your own keys or ride managed Colab.
Ready when you are
14.3 quadrillion parameters of addressable capacity — ~$15/mo to ride.