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o10/frontierbeta

Frontier-grade answers, verified per response.

o10/frontier is a virtual model: try a cheap model, have the judge verify that specific answer against your cluster's quality bar, escalate only on failure. Routing is prediction; this is runtime quality assurance. We sell the verified outcome, not the model.

01Request lifecycle
o10/frontier request
  → classify (band, cluster — unchanged)
  → generate on cheapest verified rung        (~2% of frontier cost)
  → judge verdict vs cluster quality bar
       pass + confident → STREAM IT. done.
       fail / low conf  → generate on mid rung (~15%)
                          → judge again
                               pass → stream
                               fail → fulfill on the real frontier model
  → every response: x-o10-frontier-trace: slm:loss(0.81) → mid:win(0.92)
02The receipt — on every response
x-o10-frontier-trace: slm:loss(0.81) → mid:win(0.92)

Rungs tried, verdicts, confidences. When the cascade ends frontier-direct, you still paid the same fixed price — the trace shows exactly what answered.

03Economics

Frontier answers, 40% off, receipt included.

Most requests clear on a cheap rung; every cascade terminates at the real frontier model. You pay one fixed per-token price anchored at 60% of the frontier reference.

04Latency, honestly

escalations add seconds; C4 goes straight to frontier

beta — join the waitlist