01 / CAPTURE
Keep the context.
Record observed live and upcoming markets with prices, score, time and source. Unsupported or stale readings stay clearly marked.
Explore the data flow ↗Independent research prototype · v17.18.0
Every prediction.
A record.
A reality check.
A browser workspace that turns changing data into a testable record. Explore probabilities, run a paper portfolio, and see what actually holds up.
No account needed · Simulated money · Desktop Chrome developer build
GUARDIAN / PAPER LABSYNTHETIC DEMO
Starting virtual bankroll
£1,000.00
Observe. Record. Reconcile.
FORECAST REVISIONSILLUSTRATIVE DATA
£989.00Cash available
£11.00Open paper stakes
£0.00Realised result
6 singles + 5 accumulator sizesAwaiting results ↗
LOCAL RECORDSNO REAL WAGERS
922regression checks passed
v17.18.0 release
v17.18.0 release
Local recordsStored in your browser, with export
£1,000 paper trialVirtual stakes, explicit outcomes
One research workspaceSports, probability and game records
Evidence over claimsEvery limitation stays visible
Built for the complete loop
From an idea
to an honest result.
There is more to a forecast than a number on a screen. Guardian preserves the inputs, the changes and the outcome so you can inspect the whole story.
02 / EXPERIMENT
Test with paper money.
Run £1 singles and 2–6-leg accumulator drafts against a virtual bankroll. Repeated, unchanged readings never become extra stakes.
Try a simulated scenario ↗03 / REVIEW
Make results inspectable.
Separate pending exposure from realised results. Preserve wins, losses, voids and skipped entries. Export the entire trial for review.
Read the validation notes ↗The engineering underneath
Small decisions.
A traceable system.
An AI-assisted engineering project built around browser capture, deterministic accounting, test coverage and clear uncertainty.
01
Observe
Read supported, visible data from an owned capture session.
02
Freeze
Save the exact market, price and model before the outcome.
03
Reconcile
Apply an exact result once. Leave unknown outcomes pending.
04
Review
Export the record and compare assumptions with later evidence.
What you can explore
A lab, with
clear boundaries.
Sports forecastsObserved market estimates and a paper portfolio
Roulette & blackjackResearch records and supported guide adapters
Other game desksManual records and rule-specific maths
Arbitrage researchConditional price screens; no execution
Provider coverage is partial. Passing software tests does not establish prediction accuracy or profitable results.
Experimental developer release
Take the workspace
into your browser.
Review the permissions and install the unpacked Chrome extension. Or start with the web demo, which uses fabricated data and needs no installation.
Guardian is an independent prototype, not an official BetMGM product. Review operator rules before any live use; some prohibit automated tools. This showcase makes no promise of winning predictions or investment returns. Read permissions and use limitations.