Quant Ecosystem

Automated trading, the quant way. Running 24/7, nonstop.

Hedge-fund-grade algo trading infrastructure for retail traders. The trading system runs 24/7 on your own server, connected to Binance, with strategies that passed statistical tests, plus a free Hermes AI agent.

Quant EcosystemLive 24/7
  1. Server
  2. Strategy
  3. Agent
  4. Binance
  5. Reports
Strategy balance (backtest)
294,300USDT
+2,843%
Process

How it works: from consultation to live

  1. Step 01

    Consultation

    We go through your capital, risk profile, and the markets you want to run.

  2. Step 02

    Account setup

    Your account and API key are set up together on a call, with limited permissions.

  3. Step 03

    Installation

    Server, agent, strategy, and the Hermes AI agent are installed, then tested before going live.

  4. Step 04

    Running

    The system runs 24/7. Reports arrive every hour.

Research with AI

Research like a quant, done by an AI agent

Just describe your strategy idea. Hermes Agent processes the data, builds the strategy, runs the backtest and statistical validation, then presents a report ready to base decisions on.

  • One prompt, one complete study

    From data and strategy code to backtests and parameter tuning, without opening a dashboard or writing code.

  • Every number is traceable

    Results come from backtests that actually ran, not from AI imagination, so you can recheck them any time.

  • Tested before use

    Tested on unseen data and hundreds of market scenarios before going live.

  • Runs on your system

    Hermes is installed on your server. Strategies, data, and research stay yours.

Hermes Agentlive
Ecosystem

Six components of an automated trading system

All registered and running in your name.

  1. 01

    Server (VPS)

    A data-center server that runs 24 hours. Your laptop can be off; the system keeps running.

  2. 02

    Strategy

    Entry and exit rules, tested on in-sample and out-of-sample data.

  3. 03

    Execution agent

    A Python program that reads prices, checks the rules, and sends orders. Consistent, without emotion.

  4. 04

    Reports

    Positions, balance, and key events, sent to Telegram or Discord every hour.

  5. 05

    Binance connection

    Connected to your account through a limited-permission API key. Funds stay in your account.

  6. 06

    Hermes AI agent

    An AI agent installed on your system, free, including a $20 AI subscription.

Reports

Trading reports every hour

Straight to Telegram or Discord, no dashboard needed.

Balances in the examples are masked.

Example hourly trading-system report on Telegram
Telegram
Example hourly trading-system report on Discord
Discord
Historical performance (best strategy)

Backtest results, transparent in every number

Shown in full from the historical test, including the hardest periods and the deepest drawdown.

Equity Curve

0100k200k300kJan 23Jul 23Jan 24Jul 24Jan 25Jul 25Jan 26Jul 26
Balance from 10,000, compared with buy and hold of BTC, ETH, gold, and NVDA over the same period. Click a legend item to hide that benchmark.

Drawdown

Max drawdown-34.9%5 deepest periods marked
0%-10%-20%-30%-40%Jan 23Jul 23Jan 24Jul 24Jan 25Jul 25Jan 26Jul 26#1 -34.9%#2 -29.3%#3 -28.8%#4 -25.0%#5 -23.7%
Fall from peak until recovery.

Key metrics

2,843%
Return (3.5 years)
Total capital growth over the 3.5-year test, 1 Jan 2023 – 1 Jul 2026.
1.89
Sharpe ratio
Return relative to risk. Above 1 is considered good.
3.18
Sortino ratio
Like Sharpe, but only counts downside risk.
-34.91%
Max drawdown
The deepest fall from a peak.
72.65%
Win rate
Share of trades that closed in profit.
351
Number of trades
Total trades over the test period.

Monthly returns

JanFebMarAprMayJunJulAugSepOctNovDecTotal
2023
12.0%
21.6%
-4.5%
18.7%
13.8%
16.7%
1.2%
19.9%
-9.2%
16.5%
-8.1%
-3.8%
132.6%
2024
16.5%
65.9%
14.4%
-24.2%
14.6%
12.8%
-5.9%
39.0%
-15.9%
-4.3%
-9.4%
21.1%
150.2%
2025
-3.8%
10.8%
11.9%
8.6%
15.7%
-4.6%
31.4%
5.2%
17.2%
16.4%
1.0%
-13.3%
136.1%
2026
-8.9%
40.1%
1.8%
6.9%
5.2%
26.8%
0.0%
85.1%
2023202420252026
Jan
12.0%
16.5%
-3.8%
-8.9%
Feb
21.6%
65.9%
10.8%
40.1%
Mar
-4.5%
14.4%
11.9%
1.8%
Apr
18.7%
-24.2%
8.6%
6.9%
May
13.8%
14.6%
15.7%
5.2%
Jun
16.7%
12.8%
-4.6%
26.8%
Jul
1.2%
-5.9%
31.4%
0.0%
Aug
19.9%
39.0%
5.2%
Sep
-9.2%
-15.9%
17.2%
Oct
16.5%
-4.3%
16.4%
Nov
-8.1%
-9.4%
1.0%
Dec
-3.8%
21.1%
-13.3%
Total
132.6%
150.2%
136.1%
85.1%
Return per month, including losing months.

Monte Carlo & statistical significance

Monte Carlo simulation
10.000simulations
94%scenarios profitable after 12 months

Trade order is reshuffled many times to see the range of possible outcomes, not just one historical path that happened to go well.

Statistical significance
p = 0.004p-value
~0.4%chance of a similar result by luck

Tested with a permutation test on daily returns. If the strategy had no edge, a result this good would be very unlikely.

In-sample · 70%
01/01/2023 – 12/06/2025
Out-of-sample · 30%
13/06/2025 – 01/07/2026

The strategy was built on in-sample data, then tested on out-of-sample data it had never seen.

Historical test results do not guarantee future results.

Market

Crypto, US stocks, and commodities in one ecosystem

All through one Binance account.

  • Crypto

    via Binance · 24/7

    Active 24 hours, seven days a week.

    • BTC
    • ETH
    • SOL
  • US stocks

    via Binance · Equities

    US equity exposure through instruments on Binance.

    • NVDA
    • AAPL
    • TSLA
  • Commodities

    via Binance · Diversification

    Commodity exposure such as gold, outside crypto moves.

    • XAU
    • XAG
Pricing

Pricing: one package, one payment

Add-on service

Quant ResearchMonthly subscription

Suited to quantitative strategy research.

Normal price Rp1.500.000Save 20%

Rp1.200.000/month

Promo price for the first 20 clients
left of 8 of 20

Free: Hermes installation + $10 AI subscription

No live trading. Backtesting and strategy research only. No orders sent to a broker and no Telegram reports.

  • Monthly VPS (included)
  • Hermes AI agent installation
  • $10 AI subscription (free)
  • Strategy research via AI prompts
  • Backtesting & parameter optimization
  • Monte Carlo & significance tests
Who it's for

Is this right for you?

A good fit if you
  • Can't watch the market 24/7
  • Want data-driven decisions
  • Want to explore AI and algo trading
Not a good fit if you
  • Expect guaranteed profit every month
  • Use money you can't afford to see fall
  • Want to change the rules with every headline
FAQ

Common questions about the Quant Ecosystem trading system

Do I need to know how to code?
No. All installation and testing is done for you. You just prepare a Binance account and read the reports. After that, you can research new strategies with AI prompts alone, then run backtests and live tests without writing code yourself.
What is the difference between Quant Research and Quant Ecosystem?
Quant Research (Rp1.200.000/month) is for research only: you can backtest, optimize parameters, and test strategies with Hermes AI, but you cannot live-trade to a broker and there are no Telegram reports. Server costs and a $10 AI subscription are included. Quant Ecosystem (Rp23.750.000, one payment) runs live trading to your broker 24/7 on a server in your name (free for the first 12 months), with hourly reports.
What minimum capital do you recommend?
Technically, the system can run with $10. We recommend starting from $3.000–$5.000, so the package cost is proportionate to the potential outcome. We work out the right number for you during the consultation.
How long until the system is running?
One to seven days after payment, depending on how ready your Binance account is, including identity verification.
What about the server after 12 months?
The server is free for the first 12 months and registered in your name from day one. After that, renewal is done directly with the provider, and a reminder is sent before it expires.
Can anyone else withdraw my funds?
No. Funds stay in your Binance account. The API key only has trading permission, no withdrawal permission, and is locked to your server’s IP, so it cannot be used from anywhere else. You can verify all of this yourself and revoke the key at any time.
Can I use a broker other than Binance?
Yes. Besides Binance, the system can connect to Coinbase, ApeX, Hyperliquid, and Kraken. The best platform for you is decided during the consultation.
Can I research my own strategies?
Yes. The system includes backtesting, parameter optimization, statistical significance tests, and Monte Carlo simulation you can use on your own to test strategy ideas before running them live. The approach is flexible: trend-following or mean-reversion, long or short.
What if the system has a problem?
Problems such as a lost connection or a rejected order show up right in the report, and can be reported through the dedicated channel. You can always stop the agent by revoking the API key.
Is an AI agent included?
Yes, for free. Every installation includes the Hermes AI agent and a $20 AI subscription at no extra cost.
Is profit guaranteed?
No. This strategy can lose money, which is why losing months and the deepest drawdown are shown as they are. What is guaranteed is that the system runs by the rules that were tested.

Risk disclosure. Trading carries high risk, including losing all capital. Historical test results do not guarantee future results. This service provides a rule-based system and strategy, not fund management or investment advice. Control of and responsibility for the account rest entirely with the client.

Consultation

Let's talk about your setup

Tell us your capital and the markets you are interested in. From there, we will see whether this system fits your needs.

Consult on WhatsApp Ask anything about strategy, capital, or your setup.