NBA Basketball
Lakers 1.95
Celtics 1.95
Cloudbet automation · BYOK · paper-first
Your strategy has rules.
Let automation keep them.
Connect your own Cloudbet account, define the markets and staking rules, and start in paper mode before any live bet is allowed. Funds stay with Cloudbet. Glitch Edge only automates the strategy you approve.
- Paper mode
- Free
- Live funds
- Cloudbet
- Bankroll caps
- Hard
Example markets · representative odds
Real markets.
No tips, no signals — just data.
A sample of the kinds of markets your strategy can match against. Glitch Edge does not pick winners or sell signals — it evaluates your rules against the live Cloudbet feed every 60 seconds.
Example data
NBA Basketball
Bucks 1.55
Heat 2.55
EPL Soccer
Arsenal 1.85
Chelsea 4.20
EPL Soccer
Liverpool 2.40
Man City 2.80
ATP Tennis
Alcaraz 1.70
Sinner 2.20
MLB Baseball
Dodgers 1.65
Yankees 2.35
Numbers above are illustrative and not tied to any current event. The live integration pulls upstream market data once per build and displays it without recommendation. Your strategy reads Cloudbet's own feed directly through your API key.
Or skip the licensing call — run it yourself
Plug in your Cloudbet key.
Let your strategy bet for you.
The same engine, packaged as a hosted platform. Build rules (sport, market, odds range, stake sizing), connect your Cloudbet account, and the worker places bets while you sleep — paper-only until you flip the switch. You own the funds; we never custody them.
- 01 Sign up
Create a Cloudbet account via the button below. Deposit €10+ to self-serve your API key.
- 02 Paste your key
Paste it once. We encrypt it with AES-256-GCM at rest and never show it again. You can revoke at any time.
- 03 Build a strategy
Match → filter → sizing. Start in paper mode. Promote to live when the numbers earn it. Hard bankroll + stake caps you set.
- BYOK — your account, your funds
- AES-256-GCM at rest, server-side decrypt only
- Paper-only by default, explicit opt-in to live
- Audit log on every bet, every key access
Sports betting carries real financial risk. Glitch Edge is software you instruct; it never guarantees a return. Restricted jurisdictions apply (see Cloudbet's terms). Bet responsibly — and only what you can afford to lose.
What automation should enforce
Automate the rules, not the impulse.
Glitch Edge is built for bettors who already have a thesis and want controlled execution. The platform starts in paper mode, keeps funds at Cloudbet, and makes bankroll caps a server-side rule instead of a note in your spreadsheet.
- BYOKFunds stay with Cloudbet
connect your own account; Glitch Edge never custodies customer money
- Paper-firstOne strategy can run before live mode
same rule engine, simulated ledger, no bet sent to the sportsbook
- CapsStake, event, and daily limits
worker rejects actions that breach the bankroll rules you configured
- Audit logEvery evaluation leaves a trail
strategy edits, key access, paper bets, live attempts, and settlements
What you license
Two sports. One ML core. Four tools you plug into your stack.
Cricket and NBA models share a common state abstraction and pricing core, so every upgrade on one side compounds across both. You run the tools inside your own infrastructure. The software produces outputs; your desk decides which, if any, to act on.
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Ball-by-ball cricket model — you ingest, you stake
IPL and PSL match-state model you run on your own feed. Emits win-probability, CRR projection, and scenario distributions per delivery. Your desk reads the output and decides what, if anything, to back.
- State updates every delivery on your ingest
- Scenario simulator (thousands of continuations)
- Recorder tooling so your desk retrains on your data
-
Lineup-aware NBA pricing — REST, webhook, or your spreadsheet
Pregame and in-game fair prices for sides, totals, and props, conditioned on lineup, rest, travel, and injury priors. Pull the output into your own pricing sheet; your traders decide the size.
- Lineup + rest + injury priors
- First-5-minute CLV telemetry for your own review
- Cross-book mapper — differences surfaced, never acted on
-
Edge-aware staking helpers — you decide every size
Composable primitives for fair-price conversion, Kelly fractions, and bankroll-aware sizing. The tools compute suggested sizes from your risk parameters; the operator confirms or overrides every one.
- Multi-book odds normalization + dedupe
- Kelly + fractional sizing primitives (configurable caps)
- Shared via the open glitch-edge-betting-core library
-
Paper-first backtest + forward-test harness
Every model ships with a harness that lets your desk shadow-trade it against historical and live feeds before any live stakes are considered. The tool never graduates itself — promotion to live is always an operator decision.
- Sample + Sharpe gates the operator configures
- Kill-switch + drawdown guardrails you wire to your book
- Per-model audit log — no black-box promotion
Case spotlight · backtest, not live PnL
IPL CRR vs market: 186-innings backtest.
The cricket model was backtested ball-by-ball over 186 IPL innings against mid-innings book pricing under fixed staking parameters. Mean absolute error landed at 0.41 rpo; simulated staking on fair-price deviation produced roughly +1.8% paper edge in that window. These are tool outputs on historical data — not a prediction of the PnL any operator will see when they license the model and run it against live matches on their own book.
- MAE
- 0.41
- Paper edge
- +1.8%
- Innings
- 186
30-day pilot · fixed scope
Prove the tool moves one metric in 30 days, or get your money back.
No six-month retainers, no "sports AI roadmap" PDFs. One scoped pilot, one tool metric, one number at the end. If the software didn't move it, you didn't pay. The refund is on tool behaviour — it is never a guarantee about the wagers you choose to place.
- Week 1 01
Data audit + model backtest on your event window
Read-access to the data feeds you already run (Cricsheet/exchange, NBA API, odds feeds). Within five business days you get one report: how the cricket or NBA model behaves on an event window you pick, which tool output moves the biggest number against your existing baseline, and the single metric the pilot will target.
- Week 2–3 02
Tool deployment into your infrastructure
Cricket model, NBA model, or a slice of both — deployed inside your own infra, emitting outputs into a shadow environment you control. The harness runs paper-first with sample + Sharpe gates your desk configures. The tools never place bets; any move from paper to live is an operator decision.
- Week 4 03
Review tool output vs baseline, or refund
We compare the target metric (paper edge vs close, MAE, CLV, ball-to-output latency — whichever we scoped) against the Day-0 baseline. The tools produced a signal above threshold? You license Phase 2 month-to-month, no retainer trap. No signal above threshold? Pilot fee refunded in full, no questions. The refund is on tool behaviour — it is never tied to your live betting PnL.
Start the pilot
Pilot fee quoted on the first call after we see your data setup. No NDA required to scope.
FAQ
The questions to answer before automation goes live.
No hype, no implied returns. Glitch Edge automates rules you configure; the safety work is making those rules visible, capped, and reversible.
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Is Glitch Edge a sportsbook or a tipster?
No. Glitch Edge is automation software. You connect your own Cloudbet account, define strategy rules, and choose whether a strategy stays in paper mode or is allowed to place live bets. We do not custody funds, make markets, sell picks, or guarantee returns. -
Where does my money sit?
With Cloudbet. Glitch Edge stores an encrypted API key so the worker can evaluate markets and, when you explicitly enable live mode on an eligible plan, submit bets through your account. Withdrawals and account balances remain between you and Cloudbet. -
What can I do on the Free plan?
Run one strategy in paper mode with a full ledger. The worker evaluates live odds and records simulated bets, rejections, and guardrail events, but it does not send live wagers to Cloudbet. -
When should a strategy go live?
Only after the paper ledger is boring: enough qualifying events, clear rejection reasons, settlement behaving as expected, and bankroll caps set lower than your worst-case tolerance. Live mode is a permission you grant; it is not the default. -
Does the platform support Polymarket?
Polymarket is in preview today as a read-only markets browser and wallet foundation. The public live automation product leads with Cloudbet sports. We will not market live Polymarket trading as available until the platform actually supports it. -
Can users in the United States use Cloudbet automation?
No. Cloudbet lists the United States among restricted jurisdictions. Glitch Edge does not market Cloudbet automation as US-friendly. See the geo restrictions page for the factual Cloudbet ban list. -
Do you still offer operator pilots?
Yes. The hosted BYOK platform is the self-serve path. The Pilot section is still available for operators or desks that want a fixed-scope licensing engagement, custom paper harnesses, or infrastructure work around their own data stack.
Under the hood
A stack built to survive vendor lock-in.
Open-source primitives for pricing and staking, proprietary ML for the signal, self-hosted data inside your infrastructure where the moat lives. No black-box "signals service", no SaaS that owns your edge — the tools run on your hardware and the operator drives the book.
- Python · LangGraph Model orchestration + DAGs inside your infra
- Postgres + pgvector Match state, embeddings, paper-run ledger
- LightGBM · XGBoost · torch Match-state ML + sequence models
- Cricsheet · NBA API · odds feeds Versioned datasets, auto-updated
- Paper-first harness Shadow → sample-gated → operator-promoted
- Recorder + output surfaces Feed capture; REST / webhook / Telegram (optional)
- glitch-edge-betting-core Open-source pricing + staking primitives
- Claude + open-weight LLMs Annotation, ETL, research — no train leak
Talk to us
Tell us what your desk is trying to price.
We reply within one business day. If it's urgent, email us directly — support@glitchexecutor.com.
- Software license to quantitative bettors and trading desks — you run the tools, you stake the book.
- Fixed-scope 30-day pilot — measurable tool outcome or the fee refunds in full.
- You keep the data, the fine-tuned weights, and the paper-run ledgers the tools produce.