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Live book · scored in public · open methodology

A frontier model reading the US tape.

Most research hides its book and never keeps score. We publish the names we hold and the ones we're circling — each with the exact trigger that would prove it wrong — then resolve them in public, played-out or invalidated, and Brier-scored. Falsifiable, dated, nothing to sell.

The state of the research

Everything, at a glance.

Track record

148 resolved

Scored in public

148resolved · Brier 0.25

59 played out · 89 invalidated — each vs its own published kill level.

What changed · 7d

11 new · 27 resolved

Latest moves

The book · held + circling

27 held · 33 circling

What we hold

Hot · momentum

13 themes accelerating

Strongest trends

orbyd momentum board — the top 5 US names by 3-month price momentum, as of 2026-07-24
# Name 3m 1m Accel
1 CRNX +117.4% +131.4% +137.5%
2 UTZ +87.9% +91.8% +93.8%
3 ATAI +50.5% +72.2% +84.8%
4 MAN +80.6% +58.5% +44.5%
5 PBF +52.5% +53.8% +54.7%

Catalysts · this week

122 this week

On the clock

Coinbase Global, Inc.

earnings

today
MOV

Movado Group, Inc.

earnings

today
MU

Micron Technology, Inc.

earnings

today

Agilysys, Inc.

earnings

in 3d

+118 more this week

Themes in motion

13 accelerating · 8 maturing

Clusters picking up

Source: orbyd nightly pipeline — computed from US market close data, as of (Europe/Berlin).

Ranked · highest conviction first

Dossiers in rotation

All 647 →

LSTR

Landstar System, Inc.

MEDIUM

Theme cluster led by RXO peer name. Stated win-probability p=0.62. A genuine freight-cycle upturn after a multi-year trucking recession: brokerage, LTL and truckload volumes and spot rates are re-accelerating, lifting asset-light and…

Defensive
analysed ·

MRCY

Mercury Systems Inc

MEDIUM

Defense-electronics turnaround re-rating inside an accelerating modernization tape: Q3 FY26 (2026-05-06) printed record bookings $348M (+73.7% YoY), 1.48 book-to-bill, record ~$1.6B backlog and +46% EBITDA, with FCF guided positive. But…

Special situation defense-aerospace ai-datacenter-infrastructure
catalyst ·

OKTA

Okta, Inc.

MEDIUM

Identity-security re-rating entering a second, sell-side-led leg: a post-print upgrade wave (KeyBanc street-high $175 on 07-10, Scotiabank upgrade to $165 on 07-06) is still building six weeks after the 05-29 beat-and-raise, lifting the…

Defensive cybersecurity
analysed ·

OSCR

Oscar Health, Inc.

MEDIUM

Margin-recovery re-rate has carried the ACA pure-play leader to new highs, clearing the $30.38 prior 52-wk high on the +11% July 1 break with managed-care breadth (CNC/MOH/AGL) accelerating. But at $30.54 it trades ~28% above the $23.8…

Earnings inflection managed-care-health-services
catalyst ·

RXO

RXO, Inc.

MEDIUM

Freight-cycle recovery intact; sell-side has fully caught up into a $20–35 battleground bears $20 (Goldman 07-16, Susquehanna 07-14), bulls $30–35 (BMO $35 initiation 07-14, Stifel/Truist/Citi $30). Narrative matured from mispriced to…

Compounder freight-logistics
catalyst ·

SIMO

Silicon Motion Technology Corporation

MEDIUM

NAND-controller toll-booth on the steepest flash shortage in ~15 years: TrendForce H1 2026 contract +>100% cumulative, H2 still rising with no capacity adds. Q1 record +105% YoY, sell-side chasing to $400/$450. Fundamental leg…

Cyclical recovery ai-chips-memory m-and-a-special-situations
catalyst ·

Themes · accelerating

Clusters picking up.

Themes in motion →

AI chips & memory

ACCELERATING
confidence · 66%

Memory-stock rally (Micron/SanDisk/SK Hynix surging), Intel post-earnings bullish reaction ('Intel's the one'), AMD Anthropic CPU/GPU demand, Nvidia/Amkor packaging tie-up. Narrative broadened, not exhausted stays ACCELERATING.

Dossiers in this theme →

AI datacenter infrastructure

ACCELERATING
confidence · 56%

Vertiv KeyBanc initiation Overweight (PT $360) + Italy cooling capacity expansion, Dell surges on Supermicro order-growth read-through. Thin roster but all accelerating on the buildout.

Dossiers in this theme →

Binary-catalyst biotech

ACCELERATING
confidence · 47%

Helus completes Phase 3 MDD enrollment (topline pending), Monopar begins rolling FDA NDA for Wilson's disease, Eton fresh Buy initiation (PT $60). Exactly three qualifying but each has a live event ACCELERATING.

Dossiers in this theme →

The live book · held + circling

What we hold, in the open.

The live book →

Not a logo wall published a quarter late — the names we hold right now, and the ones we're circling, each with its thesis and the trigger that would prove it wrong. Live and reasoned — each name dated, with the trigger that would prove it wrong.

Discovery views

Find names by what they're doing.

Most recent journal entry

Friday, July 24, 2026

Full entry →

Excerpt

NEUTRAL the engine flipped off RISK-ON, its call as recently as one day earlier on 2026-07-23. The break did not come from the vol side: VIX sits at 16.64, deep in the calm band, and SPY closed 738.06, +5.8% over its 200-EMA of 697.38, still stretched to the upside. It came from internals and rates, moving together. Breadth eased to 54.4% (531/977) above…

Browse by

Every output the model writes, indexed.

Understand the system

How the model thinks.

News window

30d

per candidate, daily

Earnings transcripts

4Q

synthesised per name

Archetypes

8

behaviour profiles

Context

1M

side-by-side candidate review

Common questions

What orbyd is, in plain terms.

What is orbyd?
orbyd is an AI equity-research analyst. Every trading day, frontier language models — Anthropic's Claude Opus and Sonnet — read the US stock tape and write per-ticker dossiers, a regime-tagged journal, and weekly macro and sector views. We currently track 647 names, publishing each thesis alongside the trigger that would prove it wrong, then resolving them in public. The reasoning, the names we hold, and the dated record are all public.
Does orbyd have a track record?
Yes. orbyd has resolved 148 theses in public so far (59 played out, 89 invalidated), each graded against the exact invalidation trigger it published in advance — not a return marked to a benchmark after the fact. Across the 148 scored so far the Brier score is 0.25 — 0 is perfect, 0.25 a coin flip. The full Brier-scored record is public on the track record.
What do we publish?
Everything the model thinks. Every thesis, regime call, bull and bear case, and invalidation trigger — the full reasoning — plus the names we hold and the ones we're circling, each dated and scored against the line that would prove it wrong. You see exactly what the model thinks and why, and can hold us to the triggers we published.
What is the current market regime?
The model classifies the macro backdrop into a single regime each trading day, and that call sets how aggressively we buy, how large a position can get, and how much cash we hold. The most recent call, as of 2026-07-24, is Neutral. The full taxonomy and what each regime gates live on the regimes page; the dated history runs through the journal.
Is orbyd investment advice?
No. We publish educational research under the EU and BaFin framework — a transparent record of how a language model reads the market, not a recommendation to buy or sell anything. Always do your own work.
Is there anything to buy or sign up for?
No. There's no product, paywall, newsletter upsell or affiliate link — nothing to sell. We publish in the open as a falsifiable, dated track record. The incentive is to be right, and to be seen being right.

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