AI Trading Tools · Licensed to Operators
One indicator isn't an edge.
Nine models are.
Glitch Trade licenses a 9-model AI ensemble to trading operators who run their own book. Plug our analysis, sentiment, and simulation tools into your own data feed and execution stack — then decide every trade yourself. We ship the tools; you run the desk.
- Models in ensemble
- 9
- CCXT-compatible venues
- 100+
- Candle → tool output
- < 5s
What the tools produce
Nine lenses on every candle. One consolidated read for the operator.
Each model specializes in a different market read. They vote. The aggregator consolidates nine sub-scores into one read you can interpret — not nine conflicting indicators. Every execution decision stays with you.
- 9Specialized models
Trend, mean-reversion, momentum, ML predictor, multi-TF, volume, session, sentiment, aggregator
- 100+CCXT-compatible venues
Wire the tool output into your own CCXT client — Binance, OKX, Bybit, KuCoin, Coinbase, Bitget, MEXC, Gate.io, Kraken +
- < 5sCandle → tool output
From candle close to ensemble consensus available on your surface — the operator decides what to do with it
- 24/7Continuous tool availability
Ensemble only emits above a confidence threshold — low-conviction setups are suppressed from the output stream
Trading involves risk. Nothing on this page is financial advice. Past performance of any model or strategy does not guarantee future results.
What's in the toolkit
One ensemble. Four tools. The operator runs the book.
Analysis, consumption surfaces, execution compatibility, and a paper harness — all one coherent toolkit. The output you evaluate in paper is the same output you'll see in production. What you do with it is up to you.
-
9-Model Ensemble — You Consume the Output
Nine specialized models analyze every ticker in parallel — trend, mean-reversion, momentum, ML, multi-TF, volume, session, sentiment — then a weighted aggregator consolidates nine sub-scores into a single long / short / hold read. You consume the output; you decide whether to act.
- Confidence thresholds suppress low-conviction noise in the feed
- Multi-timeframe confluence (1m, 5m, 1h, 4h) exposed in the output
- LLM-driven sentiment from news + social + Fear & Greed, as a sub-score
-
REST, Webhook & Telegram Surfaces
Consume the ensemble output however fits your stack — REST endpoints for programmatic pulls, webhooks for event-driven pipelines, or a Telegram surface for manual review. One tool, many ways to read it.
- Sub-5-second latency from candle close to output availability
- Query any ticker on demand; subscribe to a watchlist for streamed reads
- Telegram is one output surface — not the product
-
CCXT-Compatible — Plug Into Your Own Execution Stack
The tools emit structured output (direction, confidence, volatility estimate, suggested bracket). You wire that into your own CCXT client — Binance, OKX, Bybit, KuCoin, Coinbase Advanced, Bitget, MEXC, Gate.io, Kraken, Bitfinex — and place every order yourself. We do not touch your exchange; we never execute on your behalf.
- Reference CCXT adapters provided; production wiring is yours
- No API keys ever leave your infrastructure to reach us
- You own the order flow, the risk parameters, and the fills
-
Paper-First Harness
A built-in backtest + paper harness lets the operator replay the ensemble's output against historical and testnet tapes before wiring it to a live book. Validate the tool's behavior with zero real-money exposure, then decide when — and whether — to go live on your own infrastructure.
- Walk-forward, fee-inclusive backtest harness bundled with the tools
- Testnet/paper replay of identical ensemble logic before live wiring
- Sizing, gates, and live deployment remain the operator's call
Tool behavior · simulated
BTC/USDT walk-forward backtest.
Twelve-month walk-forward replay of the ensemble's output on BTC/USDT 5-minute candles using the production confidence gate. Below the gate, the aggregator emits hold; above it, it emits long/short reads with a suggested stop-loss and take-profit. This is what the tool produced on historical tape — not a prediction of your PnL.
- Win rate
- 63%
- Sharpe
- 1.4
- Max DD
- 11%
Hypothetical, fee-inclusive, walk-forward simulation of tool output — not live trading performance and not a prediction of any operator's PnL. Backtests have inherent limitations and do not guarantee future results. The operator, not the tool, decides every real trade. Read the full writeup for the exact assumptions we used.
Read the full writeup
7-day tool evaluation · no card needed
Evaluate the tools on your own stack — before you license them.
No "book a demo", no sales call, no credit card up front. Seven days of full tool access — API, paper harness, and Telegram surface — so your desk can decide with evidence, not a pitch deck.
- Day 0 01
Request a trial key
No credit card. No sales call. Submit the contact form and we'll issue you a 7-day evaluation key with access to the REST endpoint, the Telegram surface, and the paper harness. Seven days of full tool access starts the moment the key lands in your inbox.
- Day 1–6 02
Run the tools on your own data
Query the ensemble against any CCXT-listed pair — BTC, ETH, SOL, XRP, or anything else. All nine models return their sub-scores and a consolidated read. Replay it against the paper harness, wire it into your own CCXT client on testnet, interpret the output the way your desk sees fit.
- Day 7 03
License the tools or walk away
At the end of the trial we send a license link. Pick a tier — or don't. There's no auto-charge, no cancellation form, no dark pattern. The decision to keep running the tools, and the decision to place any real trade based on them, is entirely yours.
Your funds and exchange API keys never touch our infrastructure. We ship tools; the operator runs the book. Let the evaluation expire any time.
FAQ
The questions every operator asks before they license the tools.
Answered up front so your desk can decide with evidence, not a support ticket.
-
Is this financial advice?
No. Glitch Trade is an AI software product licensed to trading operators. Ensemble outputs, backtests, and anything the tool produces are information — not a recommendation, solicitation, or advice to buy, sell, or hold any asset. Every trading decision is yours. We don't know your book, your tax situation, your risk mandate, or your local regulations, and we can't act as your advisor. Trading crypto involves substantial risk including total loss of capital. -
Do you place orders on my exchange?
No. We never touch your exchange and we never execute on your behalf. The tools produce structured output — direction, confidence, volatility estimate, suggested bracket — and your desk wires that into your own CCXT client, your own OMS, or whatever execution stack you already run. Order placement, sizing, risk gates, and cancels are entirely the operator's responsibility. We ship tools; you run the book. -
How do I consume the tool output?
Three surfaces today: a REST endpoint for programmatic pulls, a webhook for event-driven pipelines, and a Telegram surface for manual review. All three expose the same payload — ticker, direction (long / short / hold), ensemble confidence, nine sub-scores, and a suggested volatility-sized bracket. Latency from candle close to output availability is typically under five seconds. Telegram is just one surface, not the product. -
What assets are covered?
Today: crypto spot pairs. The Starter tier exposes a BTC / ETH / SOL / XRP watchlist; higher tiers expose any CCXT-listed pair on demand. Forex and commodity support is on the roadmap — if that's what you need, email support@glitchexecutor.com and we'll tell you where it is. -
What happens if I lose money trading on the tool's output?
That risk sits entirely with the operator. We are not a fiduciary, not an advisor, and not a managed-service provider. The tools produce information; you choose whether, when, and how to act on it, with your own capital, on your own infrastructure. Losses (and profits) are yours. If you're not sure whether this product fits your mandate, that's a conversation for a licensed advisor, not our support inbox. -
How does the ensemble handle low-conviction setups?
The aggregator only emits a directional read above a minimum confidence threshold — below the gate, the output is hold. Every read also carries a volatility-derived bracket (suggested stop-loss and take-profit) the operator can use, ignore, or adapt to their own risk framework. No model (and no trader) is right every time; the ensemble's design aggregates nine views to filter the worst setups. Past tool behavior on any historical tape does not guarantee future results.
Under the hood
A toolkit built for operators, not demos.
The ensemble, the sentiment layer, and the backtest harness run on infrastructure we own and license to you. Order flow, API keys, and capital run on infrastructure you own — no black-box SaaS moat sitting between the operator and the market.
- 9-model ML ensemble Weighted aggregator, confidence-gated
- REST / Webhook / Telegram Output surfaces — operator's choice
- CCXT adapters (100+ venues) Reference clients — you wire the execution
- LLM sentiment layer News + social + Fear & Greed, as a sub-score
- Vector memory Pattern recall across regimes
- Walk-forward backtest harness Fee-inclusive, out-of-sample
- Paper / testnet replay Validate tool output before wiring live
- Cloudflare edge Pages, Workers, Turnstile
Request a trial key
Seven days. No card. Full toolkit.
Drop your details and we'll issue a trial key within one business day. Prefer email? support@glitchexecutor.com.
- We ship tools; you run your book. No managed-service retainer, no advisory relationship.
- Your exchange keys and capital stay on your own infrastructure — we never touch them.
- 30-day evaluation window with a refund if the tools didn't fit your desk.