Quant X Tribe (Next Level)
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A living lab where investors journey through QUANT via IBOT → Ideation, Backtest, Optimize, Trade. We stand for: Risk before reward | Data before opinions | Tribe before self Disclaimer: Educational only, not financial advice.
显示更多📈 Telegram 频道 Quant X Tribe (Next Level) 的分析概览
频道 Quant X Tribe (Next Level) (@quantxnextlevel) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 14 586 名订阅者，在 经济与金融 类别中位列第 8 081，并在 新加坡 地区排名第 199 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 14 586 名订阅者。
根据 26 十月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 -144，过去 24 小时变化为 -7，整体触达仍然可观。
- 认证状态： 未认证
- 互动率 (ER)： 平均受众互动率为 14.36%。内容发布后 24 小时内通常能获得 6.40% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 2 095 次浏览，首日通常累积 933 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 9。
- 主题关注点： 内容集中在 alpha, volatility, breakdown, tribe, portfolio 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“A living lab where investors journey through QUANT via IBOT → Ideation, Backtest, Optimize, Trade.
We stand for:
Risk before reward | Data before opinions | Tribe before self
Disclaimer: Educational only, not financial advice.”
凭借高频更新（最新数据采集于 26 十月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 经济与金融 类别中的关键影响点。
14 586
订阅者
-724 小时
-547 天
-14430 天
正在加载数据
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频道帖子
[Red Monday? This rule averaged +0.60% per trade by Tuesday's close 📅🔄]
📊 182 trades backtested since 1993
⏱️ Every trade held for just ONE day
⚖️ Only 60% winners… but the average win (1.68%) beat the average loss (1.01%)
🛡️ In the market about 2% of the time, worst drop -11.8%
One weekday, one simple trigger… and the backtest says Mondays aren't as scary as they look 👀
🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/De8uw8VSoWk/
🔥 Want more strategies like this? Hit 🔥 below!
Backtested results. Not financial advice.
| 2 |  Hey Tribe, Eri here 🫶
Tomorrow we're going somewhere we've never gone before 👀
Forex and CFD trading.
And our speaker has a story. He lost US$50,000 in his first month of trading, then turned it around. Today he averages 2% monthly returns with just 30 minutes of trading a day.
10 years of trading experience, and 1,000+ students trained.
He'll be covering:
💱 What Forex and CFD actually is, and yes, we're doing it
📊 Beyond stocks and property: understanding Forex and CFD trading
🌍 What moves the markets, and how global events affect your money
📌 From US$50K Lost to 2% Monthly Returns: Forex Trading
📅 Tomorrow, Tuesday 27 October 2026
🕒 7:30PM SGT
💻 Zoom
🔗 Register here: https://zoom.us/meeting/register/k35Dp1GKRpu51RQ0d1LSXA
His name stays a secret for now. You'll meet him tomorrow night 🤐
See you then, Tribe 🫶 | 730 |
| 3 | [The calendar trade: in the market just 4 days a month, and it still made money 📅💰]
📊 403 trades backtested since 1993
✅ About 12 trades a year, 56% closed as winners
⏱️ Average hold: just 4 days
🛡️ Worst drop: -19%, while SPY itself fell -55%
Same few days, every single month… is the calendar edge real? 👀
🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/De6JrUtSPZJ/
🔥 Want more strategies like this? Hit 🔥 below!
Backtested results. Not financial advice. | 1 014 |
| 4 | [This rule only fires about 3 times a year… when Wall Street's fear gauge explodes 😱]
📊 98 trades backtested since 1993
✅ 78.6% of trades closed as winners
⏱️ Average hold: just 3.4 days
🛡️ In the market only about 4% of the time, worst drop -13.2%
Most people freeze when fear spikes… this rule does the opposite. And the next episode asks: does the day of the week matter? 👀
🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/De3lpOuyorU/
🔥 Want more strategies like this? Hit 🔥 below!
Backtested results. Not financial advice. | 1 165 |
| 5 | [Buy low, sell high... but when is low LOW ENOUGH? 📉➡️📈]
📉 Fast RSI falls 3 days in a row and closes below 30
📈 Only while SPY is still above its 200-day average
🎯 91 trades over 32 years, about 81% winners
⏱️ Median hold: about 6 days
Everyone says "buy the dip"... this one tells you exactly when 👀
🎥 Watch the Reel and comment DIP on Instagram (not here) to get the AI Prompt that builds the bot in your DMs 👉 https://www.instagram.com/reel/De1kufQir18/
🔥 Want more strategies like this? Hit 🔥 below!
🦆 Prof Quack, our resident quant duck, digs up the research so you don't have to.
Backtested results. Not financial advice. | 1 227 |
| 6 | [That "genius" stock-picking edge? It might just be two hidden factors in disguise 🎭]
📊 US stocks sorted into 25 portfolios by size and value, 1963 to 1991
🐷 Cheap "value" stocks earned an extra 0.40% a month on average
🎯 With market, size and value combined, 21 of 25 portfolios had R² above 0.9
😮 With the market alone? Just 2 of 25
A mouse, a piggy bank, and the 1993 study that changed how quants spot real alpha 👀
🎥 Watch the Reel and comment PAPER on Instagram (not here) to get the full paper in your DMs 👉 https://www.instagram.com/reel/De1AK1bS-iA/
🔥 Want more research breakdowns like this? Hit 🔥 below!
Educational content. Not financial advice. | 1 252 |
| 7 | [$2 trillion has to trade on the same days every month. Quants mark it on their calendar 📅🐋]
🏦 Pension funds must hold 60% stocks and 40% bonds, no matter what
📅 So every month end, they're forced to buy or sell, on schedule
🔍 Researchers told 16 of them: "We can see your trade coming."
🤷 Their answer: "We know. We're not changing."
Most traders chase the news. This trade is on the calendar 😏
🎥 Watch the Reel and comment WHALE on Instagram (not here) to get the Whale Bot Prompt in your DMs 👉 https://www.instagram.com/reel/DezArHmAHb6/
🔥 Want more trades the big funds can't hide? Hit 🔥 below!
🦆 Prof Quack, our resident quant duck, digs up the research so you don't have to.
Backtested results. Not financial advice. | 1 309 |
| 8 | [A 1970s indicator that still spots dips: 202 backtested trades, 79% winners 📜📈]
📊 202 trades on SPY since 1993
✅ Roughly 4 out of every 5 closed as winners
⏱️ Average hold: just 3.7 days, in the market only about 9% of the time
🛡️ Worst drop: -8%, while SPY itself fell -55%
An indicator older than most traders… and the backtest says it still works 👀
🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/DeycC6PSV4-/
🔥 Want more strategies like this? Hit 🔥 below!
Backtested results. Not financial advice. | 1 229 |
| 9 | [+671% in a crash year... with just 3 simple strategies 🤯📉➡️📈]
🏆 A four-time trading world champion, +671% in 2008
🥣 Just 3 strategies: trend following, breakout, mean reversion
⏱️ Same gold bot: 1-minute bars lost money, 1-hour bars lost less
✅ On 4-hour bars, it made money
Most people keep tweaking the strategy... the backtest says change the timeframe instead 👀
🎥 Watch the Reel and comment ROBUST on Instagram (not here) to get the free Just-Right Strategy Card in your DMs 👉 https://www.instagram.com/reel/Dewa59jCihk/
🔥 Want more breakdowns like this? Hit 🔥 below!
🦆 Explained by Prof Quack, our duck who turns quant lessons into bite-size reels.
Backtested results. Not financial advice. | 1 335 |
| 10 | [3 red days in a row on SPY… the backtest says that's when to BUY 🟥🟥🟥➡️🟩]
📊 298 trades since 1993
✅ About 74% of them closed as winners
⏱️ Average hold: just 1.6 days
🛡️ Worst drop: -11%, while SPY itself fell -55%
Most people panic after three down days… this rule does the opposite 👀
🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/Dev3e2wy5px/
🔥 Want more strategies like this? Hit 🔥 below!
Backtested results. Not financial advice. | 1 324 |
| 11 | Here is the slide deck! | 1 229 |
| 12 | Here is the recording for last night's session:
https://youtu.be/YKBZcyPlCM0 | 1 193 |
| 13 | Hey Tribe, Eri here 🫶
Last night Charmain Tan from QD Academy showed us how she actually uses AI for quant trading. Here's the technical shape of it 👇
🧩 Three levels of AI: Chat, Skill, Agent. Chat is asking. Skill is the capability you give the AI. An Agent completes a task. Agentic AI completes the whole process toward an objective, like a target P&L.
⚙️ IBOT is a chain of specialists, not one prompt: ideation → quality gate → data engineering → backtest → optimisation → trading. Each specialist has a personality and hands off to the next, and the quality gate only returns conditional, pass or fail.
🧪 Six-stage research framework: know your data → variance exploration → temporal structure → cross-sectional patterns → falsifiable hypothesis → pre-backtest validation.
📐 A hypothesis must specify five things: signal, universe, condition, prediction, horizon. Most hypotheses die at pre-backtest validation, before a backtest is ever run.
🔬 Backtest spec: in-sample to build, out-of-sample to validate, commissions and slippage accounted for, look-ahead bias-free. Vectorise first; use bar-by-bar loops only where the logic is genuinely stateful.
📈 Optimisation: systematic grid search, visual heatmaps and overfitting guardrails. Robust shows a plateau of good performance across neighbouring parameters; fragile shows a single spike.
🧾 Integrity report: every issue detected and fixed during the scan, documented before the strategy moves forward.
📊 Performance: CAGR, max drawdown, Sharpe ratio, equity curve, win rate and trade count.
That's the session in one screen 🫶 | 1 298 |
| 14 | That's a wrap for tonight's session! Thank you everyone for attending 🫶
Recording and the resources for tonight's session will be uploaded soon~
Good Night Tribe🌙 | 1 372 |
| 15 |  If you've yet to integrate AI in your trading, this session just might be the one for you 😉 | 1 519 |
| 16 |  If you've yet to use AI in your trading, this session is for you🫣 | 2 |
| 17 | We've started tonight's session! | 1 548 |
| 18 | We begin in 2 more minutes~ | 1 543 |
| 19 | We're starting in 10 minutes Tribe! See you all soon~~
Let's all grow together as a Tribe ❤️ | 1 507 |
| 20 |  Hey Tribe, Eri here 🫶
One hour to go, and I can finally say who's joining us 👀
Tonight's main speaker is Charmain Tan from QD Academy.
She's revealing the 3 secrets quants use AI for:
🧠 Smarter analysis
🎯 Better signals
⚡ Faster execution
And you'll see it built live: a pre-market brief, then your own trading rules skill from a template.
🕒 7:30PM SGT
💻 Zoom
🔗 https://zoom.us/meeting/register/RL03n31RTeKUlIH4t1-Qmw
If you haven't registered yet, do it now and get in.
See you in an hour, Tribe 🫶 | 1 585 |
