◎ Portal
Portal-run benchmark · PT
Operational canary · anchored scale

BRAINS

Ranked by ONE - the default-choice number (leader = 100) · live checks: IQ · Velocity · IQ/$ · anchor 10/10 = Peak Fable 5
A brain has reached the 10/10 ceiling - the anchor is due to be re-based upward.
# Brain ONE IQ Velocity IQ/$ Delivery 24h 24h IQ Coding (ext)
† Cursor SDK route: requested configuration disclosed; that interface does not echo served-model identity. Rank is fixed by ONE (the default-choice number); sorting reorders rows only. ★ MAX STAKES = highest recent dependable quality - the pick when quality outranks cost and time. Descriptive ranking, not a purchase recommendation. Full methodology →
ONEThe default-choice number, leader = 100. Recent quality inside the board's live noise band costs nothing; a deficit beyond the band collapses the score faster than any price advantage grows. Economics (log of IQ/$), speed, and delivery decide the rest. The ★ MAX STAKES badge marks the separate max-stakes lane pick: highest recent dependable quality, for work where quality outranks cost and time.
The anchor10/10 = Peak Fable 5, Jun 9–12 2026 (the operator's reference window). A declared composite ceiling. When a brain sustains the ceiling, the anchor is re-based upward. External leaderboard rows are dated context from Vals AI.
IQQuality vs the anchor: live protocol floor (40%) + IFEval-mini (30%) + business battery with deterministic scoring (30%): three real Portal tasks, three generations each. Public rows show aggregates only.
Velocity + deliverySpeed on the identical set of checks - each brain's full delivery pipeline as configured, not bare model inference. Delivery % counts errors, retries and classifier reroutes over 24h.
IQ/$How much IQ a dollar buys on the identical measured workload, indexed to Fable 5 1M Max = 1.0×, at dated public list rates - not any provider's bill. Clean runs only, so a cheap failure can never top the column. Not a financial return.
10the anchor ceiling; sustained 10 re-bases the anchor
8.5+important-work candidate; 9+ top band
7.5–8.5usable; verify before stakes rise
<7.5compare another brain; <6.5 below the work band

ONE Watch

We watch these brains every hour. Get pinged only when one actually breaks its noise band — typically 1–3 alerts a month. No marketing.

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Embeddings

Portal's production embedding stack vs a commercial vendor on identical private fixtures - paired nDCG@10 with 95% bootstrap intervals and pre-registered verdict floors. Full methodology →

Lane n Portal nDCG@10 Voyage nDCG@10 Δ 95% CI Recall P/V Verdict

Portal-run disclosed-method benchmark. Portal AI Inc. designs and runs this comparison; Portal's own commercial route appears on the board (more than one today) and Portal has an interest in the results. Point-in-time observations - “IQ” is Portal's operational composite, not a standardized scientific intelligence test - with no warranty and no recommendation to buy or use any model. Portal is not affiliated with, sponsored by, or endorsed by any provider named here; names and marks identify the products tested (IQ/$ at list prices dated). Prompts, responses, per-item evidence, and run records are retained privately and are not published - the full methodology explains every number, formula, route, and what stays private and why.

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