See the signalbefore the market moves.
Marla brings prediction markets, sports data, and AI intelligence together in one powerful market desk.
Track market probabilities, compare prediction sources, and uncover meaningful signals across sports — all from one intelligent workspace.
ArsenalvsChelsea
MARLA SIGNAL
Bayesian consensus predictionOne intelligence layer. Multiple sources.
Marla aggregates order book probabilities, quantitative forecasts, and statistical power rankings into a unified real-time analytics environment.
*Designed to consolidate market and prediction signals. Independent data aggregation.
KALSHI
Prediction MarketReal-money contracts and order book implied probability depth.
FOREBET
Algorithmic AIMathematical modeling based on Poisson distribution & deep form history.
PREDICTZ
Statistical TrendsHistorical head-to-head records and home/away power rankings.
FOOTYSTATS
Analytics & xGExpected goals (xG), shot conversion, and pitch control metrics.
From raw markets to clear signals.
A three-stage analytical pipeline designed to eliminate fragmented odds, normalize mismatched market titles, and isolate statistical divergence.
COLLECT
Gather real-time market prices, sports predictions, algorithmic forecasts, and order book activity across exchanges and predictive models.
MATCH
Normalize teams, players, competitions, and market contracts across disparate naming standards into a single unified event graph.
INTELLIGENCE
Compare model consensus against exchange implied odds to surface genuine market edges, high-confidence divergence, and anomaly signals.
AI that understands the market context.
Unlike simple prediction bots, Marla correlates prediction markets, mathematical probabilities, team telemetry, and sentiment to detect when odds are genuinely mispriced.
MARLA INTELLIGENCE
LIVE INFERENCE RUNTIME // STACK v2.4Explore the market desk.
Real-time multi-source probability synthesis across major sporting leagues, racing events, and macro prediction contracts.
Arsenal vs Chelsea
MATCH WINNERMax Verstappen
RACE WINNERBitcoin 7-Day Trend
NEXT MOVEKansas City Chiefs vs 49ers
SPREAD WINNER (-3.5)Boston Celtics vs Milwaukee Bucks
MONEYLINEReal Madrid vs Bayern Munich
TO QUALIFYTrust the data behind the signal.
Marla tracks source availability, event matching confidence, stale prices, missing timestamps and ingestion errors so you never trade on polluted telemetry.
All sources active, sub-second latency, zero quote gaps, 100% entity resolution.
One auxiliary source lagging or partial statistical depth; core market price intact.
Exchange volume thin or illiquid; model forecast available without deep order book.
Conflicting lineup data, venue changes, or stale odds older than 15 minutes.
Severe ingestion failure, unverified contract rules, or market halt detected.
Stop watching the market. Start understanding it.
Compare Kalshi contracts, algorithmic forecasts, and proprietary probability signals side-by-side in one unified workspace.