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A quantitative research terminal for lottery analytics

Not a crystal ball. A 16-agent analytical swarm over 54,603 real draws, a Bloomberg-style analysis terminal, and honest math that shows its work.

54,603 draws28 games11 countries1955→today16 agents

The agent swarm

Sixteen specialised agents each compute a weighted vote from the historical warehouse, in parallel. A coordinator merges their votes into a single consensus distribution, then a sharing-risk penalty de-weights combinations other players over-pick — so a win is less likely to be split. See it run →

Frequency

χ² · 30/100/1000

Multi-window frequency analysis with chi-square testing.

Gap

Poisson process

Poisson-process gap analysis on overdue numbers.

Markov

P(nₜ | nₜ₋₁)

First-order transition probabilities from history.

Bayesian

Beta-Binomial · CDM

Beta-Binomial posterior with a Dirichlet prior (Cover 1989).

Ensemble

geo-mean stack

Geometric-mean stack of short/long/exponential-decay estimators.

Pair Correlation

co-occurrence lift

Per-number max lift with any pair, above chance.

Hot/Cold

rolling momentum

Rolling-window momentum over recent draws.

Sharing Risk

archetype Monte-Carlo

Player-archetype Monte Carlo to avoid split jackpots.

Plus a Spiritual Guide agent and a Coordinator that applies the sharing-risk penalty (γ) — the full roster is 16 agents across 10 selectable strategies.

The /explore terminal

A Bloomberg-style research surface. Every analytic is real statistics on real data, with the methodology one click away — and an honest “degrees-of-freedom” watermark that warns you when you’re over-fitting by tweaking parameters.

Open the terminal
  • Residual frequency lollipop with Bonferroni correction
  • Gap / recurrence beeswarm + geometric CDF
  • Markov transition heatmaps
  • CDM-Bayesian posterior smoothing plots
  • Strategy forest plots + efficient frontier
  • Calendar heatmaps, sum & joint distributions
  • Backtesting + calibration scorecards
  • Compare mode — two games side by side

Exact calculators

Combinatorics and tax arithmetic, computed exactly rather than estimated. Each one is available directly in chat — ask for it in plain language and the analyst runs it. If a required input is missing, it asks rather than assuming a value.

  • Exact odds — jackpot, any-prize, and total combinations
  • Expected value per ticket from jackpot, price and combinations
  • Wheeling systems — real covering designs with a stated match guarantee
  • Composition analysis — odd/even, high/low, sum, spread, decade profile
  • Federal + state tax and take-home on winnings
  • Lump sum vs annuity, after tax, across the full term
  • Syndicate splits and per-share outcomes

Spiritual Lab

An optional add-on layering 11 tradition systems — numerology, Western & Vedic astrology, BaZi, Tzolk’in, tarot, I Ching, runes, magic squares, sacred symbols, and lucky-day calendars — blended with the statistical pick for players who want a personal lens.

Real data warehouse

54,603 draws · 307,867 numbers · 28 games across 11 countries, from 1955 to today. The same warehouse feeds the swarm, the terminal charts, and the backtests — no synthetic fixtures in production. Predictions are a paid feature: paid plans include a daily allowance, with credit top-up packs when you need more.

Every number is computed

Nothing here is generated for effect. Every figure PatternSight shows you — a pick, a frequency, a p-value, a stake, a set of odds — is computed by an engine and traceable to the draws it came from. When a value cannot be computed, the platform says so instead of filling the gap. What you get is systematic, transparent number selection with every calculation shown, plus sharing-risk reduction so a win is less likely to be split. That’s a real, defensible edge — and we’d rather state it plainly than sell magic.

Build on PatternSight

Programmatic access to lottery analytics — the same engine as the app, over a REST API and an MCP server. It returns descriptive statistics about past draws and the swarm’s mathematical picks; no outcome is guaranteed.

REST API

JSON over HTTPS. Draw histories, frequency and gap statistics, and — on the Ultra tier — swarm picks and walk-forward backtests.

curl https://api.patternsight.app/v1/games/powerball/frequency \
  -H "Authorization: Bearer $PATTERNSIGHT_API_KEY"

MCP server

rolling out

The same surface as eight Model Context Protocol tools — so an AI assistant will be able to call PatternSight directly in a conversation once the server is live.

{
  "mcpServers": {
    "patternsight": {
      "url": "https://api.patternsight.app/mcp",
      "headers": { "Authorization": "Bearer $PATTERNSIGHT_API_KEY" }
    }
  }
}

See the swarm work

Watch 16 agents turn decades of draw data into one systematic pick — then explore the terminal yourself.