Position Statement·No. 01
Trust Series
Filed 2026·v1.0
Trust Series·Position Statement No. 01·a note from engineering

Pro+ has a cap.So does our willingnessto lie about why.

There is no scarcity tactic here. No waiting-list theater. No urgency engineered by a growth team. There is a machine, the machine has a throughput, and we refuse to sell past it. This page exists because you deserve to know the difference.

Filed 2026.05Trust Series · v1.0For Public Release
Latency budget · live signal
< 150 ms
Pulse 1.8s · within budget
Capacity · Pro+
CAP · within budget
The needle binds to the hardware, not the spreadsheet.
Beyond the cap
Signal degrades
Past CAP, response times slip outside the latency budget.
Chapter One · The Wrapper Accusation

We are not a wrapper.

In 2026, a great many “AI products”are a marketing site, a Stripe checkout, and a single call to somebody else’s API. The cost structure looks like rent. The roadmap looks like the upstream vendor’s changelog. The moat looks like nothing.

We are not that. Market Sniper is built on hardware we own, racked in a facility we operate, drawing power we pay for, running models we trained on data we collected ourselves. The language model that answers your question is the last mile of a long pipeline that has been doing math for hours before you arrived.

Your question is fast because the answer was ready. Your signal is sharp because the signal was earned.

A wrapper is a company that sells you a thin layer of UI over a bill it cannot afford. We sell the opposite of that.
On the difference, plainly stated
  1. 01Not a thin wrapper on someone else’s foundation model.
  2. 02Not VC-funded. No board pressuring quarterly ARR-growth charts.
  3. 03Not chasing an acquisition. Not running a burn-to-profitability spreadsheet.
  4. 04Not manufacturing urgency through invented scarcity.
  5. 05Not using your subscription to subsidize someone else's inference bill.
Chapter Two · Institutional Caliber

We trained institutional-grade AI. Then we aimed it at games.

The model that powers Pro+ was trained, fine-tuned and benchmarked by us — to the standard of the analytical systems that major financial institutions license to their professional analysts. The names you would recognize. The desks you would recognize.

We did not build it for Wall Street. We pointed it at Gielinor, New Eden, Azeroth, and every economy we serve. Below the price difference, the substance:

Specimen comparison — substance, below the price.

Figure 02.01Side by side
Institutional Reference

Bloomberg Terminal

Bloomberg Terminal class · 2026
$2,665+/ month

Base terminal, before add-ons. Loaded analyst seats with B-PIPE, premium support, and AI tooling commonly clear $3,500+/mo.

Inference latency
Multi-second response
Architecture
Dense 50B-parameter decoder
Training scale
708B tokens · 53 days · ~$3M
Infrastructure
Cloud-hosted inference
Issue · 1981 → 2026Per-seat recurringB-PIPE licensed
Market Sniper Pro+

Market Sniper

Self-hosted · custom-trained · ours
$24.99/ month

Founding tier. Every cohort locks at signup price for the life of their subscription. The gate is off.

Inference latency
26 — 131 ms
Architecture
Mixture of Experts → synthesis
Projection confidence
> 98% on mature data
Infrastructure
Self-hosted. Owned. Local.

Multiple inference passes. One canonical truth.
Synthesized to propel your wealth — not to write Wall Street another report.

This is why $24.99 is not a typo — and why the cap on Pro+ exists at all. Institutional-caliber inference is finite. Hardware honesty is finite. We will not pretend otherwise, and we will not oversell what either constraint can serve.

Chapter Three · The Cap

The cap is a latency budget.

Every Pro+ subscriber that connects places a real, measurable load on a finite pool of dedicated inference hardware. There is a specific concurrent-user count that hardware can serve while keeping responses inside the latency window your trading decisions actually need.

Beyond that number, latency degrades. Degraded latency means stale signal. Stale signal means we have stopped being the product we promised to be.

The cap is not a marketing lever. The cap is the line where the product breaks. We will not cross it for revenue. We will not cross it for a quarterly target. We will not cross it because someone politely asked.
On the inviolability of the budget

When the hardware grows, the cap grows. When inference gets more efficient, the cap grows. When we can serve more subscribers honestly, we serve them. Not before.

Chapter Four · Two Axes

Price moves on quality. The cap moves on capacity. Nothing else moves either.

Most subscription products have one price lever and they pull it whenever they need to. We deliberately built two, and bound each one to a single trigger we cannot fake.

Axis I · Quality

Price ratchets on verifiable AI improvement — every cohort locks at their entry price.

Pro+ pricing increases only when the intelligence stack delivers a defensible, demonstrable improvement — visible in the product before any price changes anywhere.

When a ratchet occurs, the price you joined at is yours for the life of your subscription. New subscribers join at the new price and lock at that price. The next ratchet locks the cohort after them. A ratchet is never a charge against anyone already inside — it is the doorway price for the next group walking in.

Never:  a surprise charge on existing subscribers.
Never:  on a calendar.
Axis II · Capacity

Cap grows on hardware honesty — not on a target board.

Seat counts grow when our infrastructure grows — additional inference pairs, generational upgrades, model efficiency that reduces the hardware tax per request.

Hardware tax — defined
Every request consumes a slice of physical things we own— a slot on our GPU, lanes on our CPU, sectors on our storage, watts on our meter. We pay that tax in equipment and electricity. Cloud-API wrappers pay it as per-token billing to someone else’s invoice. That arithmetic is why our floor price is what it is — and theirs cannot be.

We add seats when we can serve them inside the latency budget. We do not add seats by lowering the standard.

Never:  oversold.
Never:  a scarcity trick.
Chapter Five · Pro · The Volume Tier

Pro stays $9.99. Forever.

Pro is the most honest gaming-economy intelligence product we know how to make at a price anyone serious about the market can afford. It does not ratchet. It does not get re-bundled into a tier you have to consent to. It does not “graduate.”

Chapter Six · On Purpose

Engineers, on purpose.

The reason we can write this page with a straight face is that we built every layer of the stack underneath it. We do not have to apologize for someone else’s rate limits, someone else’s pricing changes, or someone else’s roadmap.

  1. 01Sitting in our own datacenter, on our own gear.
  2. 02Running our own models, fine-tuned by us, on data we collected.
  3. 03A pre-compute pipeline doing the heavy analytical work long before any model speaks.
  4. 04Accountable to subscribers. Not to a board. Not to an exit.
  5. 05Slow when we have to be. Fast when we can be. Honest in either direction.
Pro+ · Tier 02 · Intelligence class

The cap is the most truthful thing on the page.

When the hardware grows, the cap grows. When inference gets more efficient, the cap grows. We will serve more subscribers honestly — never before.

The Market Sniper Engineering Team

Position Statement · No. 01 · v1.0 · 2026