Fast AI Market Analysis
Structured, low-latency analysis with memory, ensemble voting, and confidence calibration. Compare views across OpenAI, Claude, Gemini, DeepSeek, Grok and more.
Self-hosted · Python-native · AI-integrated — v3.0.2
Your private AI quant operating system.
Research markets, generate Python strategies, backtest ideas, and run live trading workflows — on infrastructure you fully control. One stack for AI analysis, charting, strategy code, backtests, quick trade, and live operations.
ai.quantdinger.com / dashboard
QuantDinger
Dashboard
Trading Bots
AI Analysis
Backtest
Portfolio
Settings
Equity
$ 48,231.05
+ 3.42%
24h PnL
+ $ 1,605.22
+ 3.44%
Win rate
64.8%
30d
Active bots
12
+ 2 today
StrategyMarketModePnLStatus
Grid ETH/USDT — Neutral
Crypto · SwapLive
+ 842.10
● running
DCA BTC/USDT — Accum.
Crypto · SpotSignal
+ 312.66
● running
Martingale SOL/USDT
Crypto · SwapLive
− 58.40
● running
Trend AAPL
US Stocks · IBKRSignal
+ 206.15
● running
10+
Crypto exchanges
6
LLM providers
4
Built-in bot strategies
100%
Self-hosted, your data
Platform
One stack. Every edge you need.
Research to execution in one product — AI analysis, charting, strategy code, backtests, quick trade, and live operations connected from day one.
Python-Native Strategies
Write dataframe-based IndicatorStrategy or event-driven ScriptStrategy. AI can draft a starting point — you stay in control of the code.
Deterministic Backtesting
Commission and slippage modeling, trade-by-trade analytics, equity curves. Every run is pinned to a code hash and config snapshot for perfect reproducibility.
Autonomous Trading Bots
Grid, Martingale, Trend Following and DCA out of the box. Execution-aware, restart-resilient, with signal or fully-live execution modes.
Self-Hosted by Design
One Docker Compose command brings up Flask API, PostgreSQL 16, Redis, and Nginx. Your keys, strategies, AI history and trades never leave your infrastructure.
Operator-Ready
Multi-user PostgreSQL backend, role-based access, Google/GitHub OAuth, memberships, credits, USDT payments, and Telegram / Email / SMS / Discord / Webhook alerts.
Who it's for
Built for everyone running real strategies.
Whether you trade solo, run a quant team, build a product, or operate a fund — QuantDinger is shaped for the way you actually work.
AI-assisted individual traders
Solo traders and quant enthusiasts who want AI, charting, backtests and bots in one workspace — instead of juggling 5 tools.
Quant research teams
Teams that want a unified toolchain — data ingestion, strategy code, backtests, live execution, and a shared history of experiments.
Python strategy developers
Developers who want a fast path from Python idea → backtest → live execution, with a documented SDK and clear extension points.
Privacy-first teams
Research desks and operators that cannot send keys, alpha, or trading history to a hosted SaaS. Everything stays inside your infra.
Fintech & AI-trading startups
Founders who need users, billing, credits, OAuth and payments in the stack from day one — not months of re-building plumbing.
Asset management firms
Internal desks wanting one integrated platform for research, strategy code, execution, alerts, and operator-side admin controls.
Use cases
One platform, many operating models.
The same deployable stack adapts to an internal research lab, a live strategy incubator, a customer-facing product, or a classroom.
01
Internal research & backtest lab
Stand up a private quant research and backtesting platform for your team — reproducible runs, shared strategy library, saved snapshots.
02
AI trading assistant products
Build consumer or pro-grade AI trading assistants on top of ensemble analysis, calibration, and memory — with a working UI out of the box.
03
Strategy incubation & live validation
Run a strategy incubator end-to-end: ideation, Python code, backtest, paper trade, then graduate to live with small size.
04
Paid signals & strategy service
Offer member-based trading signals or strategy subscriptions with built-in memberships, credits, and USDT TRC20 payments.
05
Quant education & training
Ship a hands-on learning environment for quant finance classes and bootcamps — real Python strategies, real charts, safe paper trading.
06
Internal ops for asset managers
Run a private operations console for a fund or family office: portfolio monitors, alerts, multi-user roles, and audit-friendly history.
Coverage
Every venue worth trading.
Ten crypto exchanges out of the box, IBKR for equities, MT5 for forex, and Polymarket as a research workflow — unified under one UI.
₿
Crypto ExchangesBinance · OKX · Bybit · Bitget · Gate · HTX …
$
US StocksIBKR · Yahoo · Finnhub
€
Forex & MetalsMT5 · OANDA · XAU · XAG
⬢
FuturesCME · COMEX · CBOT
¥
CN / HK StocksSSE · SZSE · HKEX
◎
PolymarketPrediction market research
↯
Spot & DerivativesSwap · Perps · Options
◇
Pluggable feedsCustom REST / WS adapters
Mobile app
Your quant stack, now in your pocket.
Open the mobile web app in your browser, or install the native Android build. iOS TestFlight coming soon.
Mobile Web
Same full-feature app, optimised for phones. No install — just open and use.
m.quantdinger.com
Android APK
Native install, splash screen, safe-area & push-ready. Android 7+.
www.quantdinger.com/download/app.apk
On Android, you may need to allow "Install from unknown sources" for your browser before installing.
iOS
TestFlight build coming soon — in the meantime, use the mobile web app.
Workflow
From idea to live capital — in minutes.
A straight line from market view to autonomous execution, with a reproducible backtest safety net in between.
01
Research & analyze
Pull multi-timeframe data, run ensemble AI analysis, inspect indicator signals and comparables — all in one workspace.
02
Build or generate
Configure a ready-made bot with the visual wizard, or write full Python indicators / strategies using our documented SDK.
03
Backtest & iterate
Deterministic runs with realistic commissions, slippage, and leverage. Freeze every experiment by code hash and config snapshot.
04
Deploy & operate
Go live with one click. Real-time PnL, equity tracking, portfolio monitors, alerts, and idempotent order retry built in.
Technical architecture
A clean, layered, operator-ready stack.
One Docker Compose command brings up a Flask API, PostgreSQL 16, Redis 7, and an Nginx-delivered Vue frontend — with pluggable adapters for exchanges, brokers, LLMs, payments, and notifications.
Client
Who talks to the platform
Web Browser
Mobile (Capacitor)
Telegram Bot
Webhooks
Edge
Delivery & static assets
Nginx
Prebuilt Vue 3 dist
HTTPS / CDN
Health checks
Application
Business logic & services
Flask API Gateway · Python services
State
Persistence & runtime coordination
PostgreSQL 16
Redis 7
Logs & snapshots
Encrypted at rest (Fernet)
Integrations
Pluggable external systems
OpenAI · Claude · Gemini · DeepSeek · Grok
CCXT · 10+ crypto venues
IBKR · MT5 · OANDA
TronGrid (USDT TRC20)
Telegram · Email · SMS · Discord
Polymarket research feed
Frontend
Vue 3 · Ant Design Vue · KLineCharts · ECharts · Capacitor
Backend
Flask · Gunicorn · Pandas · CCXT · bip-utils
Data
PostgreSQL 16 · Redis 7 · Fernet encryption at rest
Deploy
Docker Compose · Health checks · Worker toggles · env-driven config
AI stack
The best of every model. At your command.
We don't pick a winner — we orchestrate them. Switch providers per query, or let the ensemble vote with confidence calibration.
OpenRouter
OpenAI GPT
Anthropic Claude
Google Gemini
DeepSeek
xAI Grok
Moonshot Kimi
Qwen
Local LLMs
FAQ
Questions, answered.
Is QuantDinger really self-hosted?
Yes. Default deployment is your own Docker Compose stack with your own PostgreSQL, Redis, credentials, and environment. The repo ships with a prebuilt Vue frontend plus the Flask backend — one command brings it all up.
Do you store my exchange API keys?
Keys are encrypted with your instance's private SECRET_KEY (Fernet under the hood) before they are written to the database. They never appear in logs and are only ever decrypted in memory when placing orders.
Can I write my own strategies and indicators?
Absolutely. QuantDinger is Python-first. Both IndicatorStrategy (dataframe signals) and ScriptStrategy (event-driven, on_bar(ctx, bar)) models are supported. AI can draft starting code; you own the iteration.
Which venues are supported for live trading?
Ten crypto exchanges out of the box — Binance, OKX, Bybit, Bitget, Gate.io, Coinbase, Kraken, KuCoin, HTX, Deepcoin. Plus IBKR for US stocks & futures, and MT5 for forex. Polymarket is supported as research.
Is it free?
The backend is Apache 2.0. The prebuilt frontend is source-available under a separate license that allows personal and qualified non-commercial use for free; commercial deployment requires a license. See TRADEMARKS.md and LICENSE in the repo.
What languages is the app available in?
The app itself is fully localized across 10 languages — English, Simplified & Traditional Chinese, Japanese, Korean, Vietnamese, Thai, French, German, and Arabic.
Legal & safety
Legal notice
Please read before using the software or engaging with anyone claiming to represent the project.
QuantDinger has NOT issued, does NOT endorse, and will NOT launch any token, coin, ICO, airdrop or cryptocurrency.
Any account, group, website, or “team member” selling a QuantDinger coin, presale slot, private round, airdrop claim, staking product, or paid VIP group is a scam and has no affiliation with us. If someone asks you to send funds, sign a wallet approval, or share an API key to “verify your account” — it is not us. When in doubt, verify through the official channels below.
Official channels — anything else is impersonation:
Trading risk
Trading crypto, stocks, forex, futures, and derivatives carries substantial risk and may not be suitable for every investor. You can lose all of your invested capital. Past performance — including any backtest or simulated result produced by the software — is not indicative of future results.
Not financial advice
QuantDinger is a technology platform. Nothing on this website, inside the software, or in any AI-generated output constitutes investment, financial, legal, or tax advice. You alone are responsible for every trading decision and its outcome.
Software “AS IS”
The software is provided “AS IS”, without warranty of any kind, express or implied. You are responsible for securing your own deployment, API keys, infrastructure, and regulatory compliance in your jurisdiction. See the project LICENSE and TRADEMARKS.md for the full terms.
Trademarks & impersonation
“QuantDinger” and the QuantDinger logo are trademarks of the project. Unauthorized use — including impersonation, fake support, fake airdrops, or pay-to-join “QuantDinger” groups — will be reported and pursued. If you encounter impersonation, please report it to support@quantdinger.com.
Compliance & jurisdiction
Some markets, exchanges, and products are restricted or unavailable in certain jurisdictions. You are responsible for ensuring that your use of QuantDinger and any connected venue complies with the laws and regulations applicable to you.
Your keys, your data
In a self-hosted deployment, your API keys, strategies, AI history, and trade records stay on infrastructure you control. We never ask for your keys, seed phrase, or private wallet signatures. Anyone asking for them is not us.
Ready to run your own quant stack?
Launch the full web app in a single click, or clone the repo and self-host in two minutes.