Hesper Atlas
Start free
AI-assisted stock signals for AI & growth investors

Profit from the AI revolution, with a clear strategy.

Know when to buy, hold or sell a focused watchlist of ~150 AI stocks and US equities, with exact prices and a nightly alert. Catch the upside, skip the crashes. Two minutes a night.

Public ledger, regenerated nightly: 566 closed signals since 2022 · 63.1% ended in profit · every one on the public record, losers included.

No card required for the free tier. Educational tool, not financial advice.

The results

The upside, with about half the worst-case drop.

The engine's job is simple: stay with strong names while they trend, step aside before the deep crashes. Scored on held-out data it never trained on, across all 152 evaluated names, that discipline looks like this.

Median return · per year, after costs
With the engine +22.7%
Just holding +18.9%
Nasdaq 100 +14.2%
S&P 500 +11.9%
Cash, T-bills +4.1%

For scale: cash, the S&P 500 and the Nasdaq 100 over the same 4.5 years, dividends included.

Worst peak-to-trough drop · median, all 152 names
With the engine −30%
Buy and hold −57%

About half the worst-case pain, scored on data the engine never trained on, and shallower on 150 of the 152 names.

Public ledger566 closed signals since 2022 · 63.1% ended in profit · regenerated nightly, losers includedSee every signal →
Backtested, not live · how these numbers are measured

Held-out means each engine is tuned on the early part of a name's history and scored on the last 40% it never saw, after costs, next-day execution. All 152 evaluated names · July 2026. The universe is picked for engine fit, so treat per-name return edges as a curated list; the drawdown discipline holds across essentially every name. Benchmarks cover the same stretch most held-out windows span, January 2022 to July 2026: S&P 500 and Nasdaq 100 as total return with dividends (SPY, QQQ), cash as the average 3-month T-bill yield. Process on the methodology page, every published signal on the public ledger.

Proof, not promises

Every buy. Every sell. On data the engine never saw.

Pick a name. Triangles are the engine's buys and sells. Below, what $10,000 became versus just holding.

With the engine
Just holding

Held-out test: the last 40% the engine never trained on · after costs, next-day execution · backtested, not live · July 2026.

By the numbers

Names you know, scored on data the engine never saw.

NameEngineJust holdingWorst drop
Bitcoin+34.5%/yr+7.6%/yr−23% vs −67%
Ethereum+23.2%/yr−1.1%/yr−18% vs −68%
ServiceNow+12.6%/yr+3.4%/yr−20% vs −65%
PayPal+0.9%/yr−14.0%/yr−2% vs −62%
Meta+35.2%/yr+17.7%/yr−20% vs −77%
Oklo+116%/yr+62%/yr−47% vs −74%
Iris Energy+324%/yr+129%/yr−28% vs −60%
Rigetti Computing+1072%/yr+315%/yr−70% vs −77%
Backtested, not live · how each name is scored

Each name is scored on its held-out 40% (never trained on), after costs, next-day execution. Windows differ per name, which is how young rockets like Rigetti print extreme annualized rates over short stretches. These are names where the engine wins; not every name does, and each stock page says so honestly. Updated July 2026.

The thesis

The money is upstream.

The headline GPU names get the attention. The real money sits two to five layers upstream, in the chokepoints nobody watches. We map the whole stack, from raw materials to the power grid, and call every buy and sell.

adjacent waves We are here Breakthrough Build-out Deployment Application Ubiquity
We are here:the binding constraint has moved from chips to power, grid and packaging.
Substrates Chips & EDA Fabs & tools Packaging & memory Optical & networking Servers Power & grid Cloud

Plus the adjacent waves AI propels: genomics & AI-health, robotics, quantum, space, fintech. Around 150 names. None get in on a story. Every one had to earn its place against buy-and-hold, risk-adjusted, on data the engine never saw.

A second clock: smarter models.

The build-out's demand engine is AI capability itself. The most-cited map is Aschenbrenner's "Situational Awareness": steady gains in compute, algorithms, and the unhobbling that turns a chatbot into an agent.

Scaling the OOMs
underway, measurable
Roughly 10x effective compute a year, the demand pulling capital into the whole stack.
Broadly human-level AI
his estimate, around 2027
One more GPT-2 to GPT-4 jump lands near systems that do most remote work. Bold and contested.
Intelligence explosion
speculative
If AI can do AI research, progress compresses sharply. The most speculative stage, the most debated.

His sharpest point matches the data: the binding constraint becomes power, not chips. That is the whole idea in one line: the money is upstream. An influential but contested view, not a forecast. Read it ↗

Exact trade plans

The price to buy at, add at, trim at, and the line where you get out.

Daily alerts

Signal flips land on Telegram and in your inbox after each close.

Market Heat gauge

One 0-100 read of the whole cycle, from opportunity to overheated.

Quality on sale

A running list of strong names trading at a discount, with the reason why.

Inside the app

Not a feed. A workbench you open every night.

Free gets you the dashboard, the heat gauge and three stock pages a day, full trade plan included. Pro opens the whole thing: unlimited pages across the 150+ name universe, daily alerts, the at-risk monitor and the model portfolio.

The Hesper Atlas dashboard: a Risk-On market read, the AI supply-stack rotation, what changed since the last close, and a 0-100 Market Heat gauge with macro tiles.
The dashboard. One read of the whole market: the regime, where money is rotating through the AI stack, what changed since last night, and a 0-100 heat gauge.
An NVDA stock page with a 20-year signal chart and a plain-language trade plan: exact prices to own, add, trim, reduce and sell at.
A plan for every name. The exact prices to buy, add and trim at, and the line where you step out. No guessing where to act. Free covers three of these a day; Pro opens all of them.
The Opportunities page: ranked strong-buy cards and the new buy and sell signals from the latest close.
Tonight's strongest buys. Every name ranked, with the fresh buy and sell signals from the last close, in one place.
The Themes page mapping the AI supply stack layer by layer, from substrates and chips to power, grid and cloud, each with a live signal.
The money is upstream. The whole AI supply stack, layer by layer from substrates to power and cloud, each with a live signal.
A fundamental-health scorecard grading a company A-plus on growth, profitability, balance sheet and outlook, with valuation and reported financials.
Is the business any good? A plain-language quality grade behind every name: growth, profitability, balance sheet and where the valuation sits.
The Regime page showing structural-pressure gauges and long-run charts for debt, real yields, liquidity and gold versus the money supply.
The macro backdrop. The structural pressures, debt, real yields, liquidity, that decide whether to lean in or hold back.
The part nobody else does

Every signal, logged, including the ones that lost.

Every signal goes to a public ledger the day it's published, entry, exit and result, and stays there. A bad quarter shows up here first.

See the live track record
Pricing

Start free. Upgrade when it earns it.

7-day refund, cancel anytime. The track record stays public either way.

Free

$0forever
For getting a feel for the tool.
  • Market dashboard & Market Heat gauge
  • Macro tiles: M2, yield curve, credit spreads, VIX
  • 3 stock pages per day, full trade plan included: exact buy / add / trim / sell prices
  • Nightly digest email: the market read and the night's signal changes
  • Public track record & methodology
  • Daily post-close alerts (Telegram + inbox)
  • Unlimited coverage of the full universe
  • At-risk monitor & model portfolio
Start free
PRO

Pro

$199/ year
about $16.60 a month · or $24 month-to-month.
  • Everything in Free
  • Unlimited stock pages: full 150+ name universe + indexes, BTC, gold
  • Daily post-close alerts on Telegram and in your inbox
  • At-risk monitor & sell-risk scores for what you hold
  • Model portfolio & portfolio allocation
  • Per-name backtests, run on held-out data
Start with Pro

Prices in USD. Checkout handled by Stripe. We never see your card details. Cancel online in one click, anytime. One email per day at most, no upsell blasts.

FAQ

Fair questions.

What does Hesper Atlas cover?
About 150 AI & growth US equities on NASDAQ and NYSE (megacaps, semis, software, biotech, power and infrastructure) plus major US indexes such as the S&P 500, Nasdaq 100 and Russell 2000, Bitcoin and gold. A focused universe on purpose: each name gets an engine validated for its asset class, not one formula stretched across everything.
Why should I trust the signals?
Check the receipts. Every engine is scored out-of-sample: tuned on one stretch of history, judged on data it never saw. Every published signal, losers included, lands in the public track record. If the edge fades, that page shows it before we do.
What results has the engine produced?
On held-out data across all 152 evaluated names (July 2026): median worst drawdown −30% with the engine versus −57% buying and holding, a shallower worst drop on 150 of 152 names, and a median return of +22.7%/yr versus +18.9% holding, after costs with next-day fills. For scale, over the same January 2022 to July 2026 stretch cash returned about 4.1% a year, the S&P 500 about 11.9% and the Nasdaq 100 about 14.2%, dividends included. Backtests, not live results, and the universe is picked for engine fit. Every published signal is on the track record page, losers included.
How do the signals work?
Hesper Atlas uses a rules-based trend process: each asset is routed to an engine suited to its behavior, then end-of-day price data is converted into a buy / hold / reduce / sell state. The public methodology page explains the process and limits.
Can I cancel anytime?
Yes. One click from your account page, and you keep Pro through the period you paid for. New subscriptions also get a 7-day refund window, no questions asked.
How much does Hesper Atlas cost?
There is a free tier: the dashboard, three stock pages a day with the full trade plan, and the optional nightly digest email. Pro is $199/year (about $16.60 a month) or $24 month-to-month, with checkout handled by Stripe. Cancel online in one click anytime; new subscriptions have a 7-day refund window.
Is this financial advice?
No. Hesper Atlas is an educational tool that shows what a systematic, backtested trend process would do. It doesn't know your situation, taxes or risk tolerance, and it will sometimes be wrong. The decisions, and the responsibility, stay with you.

See tonight's signals.

A minute to set up: the dashboard, the heat gauge and three full stock pages a day, trade plan included, free.

Start free
Not ready to sign up? Get the free nightly digest: the market read and the night's signal changes, one email per close. Nothing else, ever.