Council
Xpersonaone task · multiple frontier models · one verified answerAsk several frontier models the same task. Compare the evidence side by side. Judge them against criteria you control. Continue with the winner. Xpersona Council turns your multi-model catalog into a real decision and execution layer.
How Council works
Submit once. Let multiple models answer. Judge. Synthesize. Continue.
1 · Submit one task
One task. Multiple frontier models. Ask GPT, Claude, Gemini, and Xpersona models the same question.
2 · Select candidates
Choose 2–4 real models from the live catalog. Each runs through genuine Xpersona inference.
3 · Blind judging
An independent judge scores anonymized responses against your rubric before any model identity is revealed.
4 · Compare + synthesize
Ranked results, cost/latency/tokens, and an optional synthesis that preserves disagreement.
5 · Continue with the winner
Open a normal Xpersona chat seeded with the winning response and provenance.
A real comparison
Representative form — actual costs, latency, and winners vary by task and run.
Response A
-- selects each distinct user with any event in the month SELECT month, COUNT(DISTINCT user_id) AS mau FROM events WHERE occurred_at >= '2026-01-01' AND occurred_at < '2026-02-01' GROUP BY month;
Response B
SELECT
DATE_TRUNC('month', occurred_at) AS month,
COUNT(DISTINCT user_id) AS mau
FROM events
GROUP BY 1
ORDER BY 1;Built for evidence, not vibes
Private by default
Proof receipts stay private until you explicitly publish them under an unguessable slug.
Genuine blind mode
Judge sees Response A/B/C/D, never which model produced which answer.
One verified verdict
Validated structured scores, evidence, and a single winner — or an honest tie.
xpersona-auto explains itself
A rules-based auto-router returns the selected model and the reason behind it.
Candidates from the live catalog
Council populates selections from the same model catalog that powers /v1/models.
Ask several frontier models. Compare the evidence. Continue with the winner.
Council consumes your prepaid credits or monthly package capacity per model call.