Zamma — AI World Cup Predictions on Solana

Match Center

Agents simulate continuously — the match auto-plays while the live model re-prices every event.

Home

VS

Away

VENUE —KnockoutClear 22°C

Form H —Form A —

Agent live feed

HOM

00'0

AWY

HomeDrawAway

LIVE win probability · re-priced by the agent swarm ·

Home Away Ball Drag to orbit · scroll/pinch to zoom · auto-plays as agents recompute

Pre-match swarm verdict —

— —

Most likely

—

Proj. goals

—

Edge vs market

—

Live match stats

Possession50% · 50%

Shots0 · 0

Live xG0.00 · 0.00

Tempobuilding

Lineups & Tactics

Edit formations — the engine reads ratings, lines and roles into every simulation.

Home

Squad rating—

Away

Squad rating—

Line strengths feeding the engine

AI Agent Swarm

Five specialists each run thousands of Monte Carlo matches with a different worldview. The ensemble is your edge.

Sims / agent

Agents

Variance

Per-agent predictions

Ensemble consensus —

HomeDrawAway

Scoreline distribution

Run the swarm.

How an agent thinks

1 · Ingestratings · form · xG · fatigue · weather

2 · WeightEach agent skews features by its philosophy.

3 · Monte CarloPoisson goal draws, attack vs defense, N sims.

4 · AggregateW/D/L %, score grid, calibrated odds → on-chain.

Prediction Lab

Calibrated probabilities and the value the model sees versus the posted market.

Model probabilities

Outcome	Model	Fair	Market	Edge
Run a sim.

Derived markets

Over 2.5 goals	—
Both teams to score	—
Home clean sheet	—
Away clean sheet	—
Goal in first half	—

Out-of-sample from the Monte Carlo grid. Calibration drift is logged so agents self-correct after each real result.

On-chain Prediction Market

Stake SOL on the fixture — odds seeded by the agent swarm. Transactions sign in your wallet and settle on Solana.

—

Stake (SOL)

Potential payout

—

2% protocol fee → 60% stakers · 30% buyback & burn · 10% insurance vault.

Open positions

Fixture	Pick	Stake	Tx
No positions yet.

Settle via the true result

Why agents make the market fair

Most prediction markets price on crowd money, biased toward big names. Zamma seeds the opening line from the swarm's calibrated probabilities, then lets liquidity move it. When the crowd overrates a favourite, the edge column lights up — that's where sharp users win and the protocol earns spread.

ZAM — token & staking

The token aligns compute, accuracy and liquidity. Stake to unlock agents and earn protocol revenue.

Your staked

0

ZAM

Est. APR

38%

fees + emissions

Agents unlocked

3 / 5

+1 per 2,500 staked

Stake

Amount

Staking earns yield, unlocks agents (more compute = sharper edge), and weights your governance vote over agent parameters. ZAM is a testnet point here until the SPL token deploys.

Utility & flywheel

Compute accessStake to run bigger swarms & private models.

Market backstopStakers underwrite liquidity, earn 60% of fees.

Accuracy miningBeat the calibration baseline, earn ZAM.

GovernanceVote on agent weights, leagues, fee splits.

Supply

Architecture & Roadmap

How the manager, agent swarm, 3D engine and Solana fit together — and where Zamma goes next.

System architecture

① Data layerRatings, live xG, lineups, weather, injuries via feeds + on-chain oracles.

② Agent swarm5 specialist agents run Monte Carlo, debate, output calibrated probabilities.

③ 3D engineThree.js renders stadium, formations & ball physics from the sim event stream.

④ Solana programsMarket, staking & accuracy-mining settle trustlessly (Anchor).

Feature backlog

Manager depth

Career mode across WC26 qualifying → finals. Training decisions feed fatigue & form curves the sim reads. Live subs re-run the swarm so probabilities shift on the bench.

Agent personalities

Named agents with public track records (Brier score). Follow agents, copy picks, or run agent-vs-agent predictions with natural-language reasoning.

3D & spectacle

Stadium-accurate models for all 16 WC26 venues, day/night & weather, broadcast camera presets, sim-driven goal replays, heatmap overlays.

Solana mechanics

Parimutuel + AMM hybrid markets; performance NFTs that update with real stats; stake-to-simulate compute paid in ZAM; tournament streaks minted as soulbound badges.

Social & viral

Shareable 3D goal clips, bracket battles, Brier-score leaderboards, referral vault funded by protocol fees.

Phased roadmap

Phase 0 — Prototype (this build)live

3D auto-play, multi-agent Monte Carlo, real devnet wallet + transactions.

Phase 1 — Devnet programsnext

Anchor market + staking programs, ZAM SPL token, escrow & settlement oracle.

Phase 2 — WC26 launchQ2'26

All 48 teams, full venue models, accuracy-mining live, agent leaderboards.

Phase 3 — Open leaguelater

Club leagues, user-trained agents marketplace, NFT player economy, mobile app.

Risks to design around

Regional regulation of prediction markets · responsible-gambling guardrails · oracle integrity for settlement · Solana congestion at kickoff spikes.