We publish what failed. That honesty is the product.
Every strategy we test has a live, pre-registered scoreboard — walk-forward validated, multi-test corrected, net of fees. Almost nothing passes. One fundamental screen survives out-of-sample. Research, not investment advice.
Live Edge Scoreboard — Proven vs. Refuted
Open /edge →Left: what survived out-of-sample. Right: the long wall of what we refuted. Every row carries its walk-forward verdict; failures sit next to wins, never hidden.
✓ Survives out-of-sample
✗ Refuted by our own tests
Honesty score — almost nothing passes
The full journey: 6M tries → 1 winner →That pass rate is the credential, not an apology. Live count comes from /edge.
Strategy audit — priced before you send anything
See a real sample report — free, no signup →We run your strategy through the same lab that produced every verdict above — real candles, real fees, no look-ahead. The price is fixed up front; a negative verdict is a valid result and the cheapest loss you'll ever take.
One strategy, one market, one honest backtest against fees and a matched baseline. Written verdict within days.
Multi-window walk-forward, cost model, null baselines, overfit checks, and a fix-list. Fixed quote agreed before we start.
Deep-dive on your rules or portfolio — parameter search on our compute, forward paper book, ongoing verdict updates. Maximum quote up front.
Unlock a paper bot for any listed strategy and watch it trade the forward book.
Advanced exits and the full terminal for 30 days, grounded in the published exit study.
Edge 101 — vocabulary before any number
Methodology →Honesty reads as expertise when you can read the verdicts.
What is an edge?
A repeatable advantage that survives walk-forward on windows we never saw during selection — no hot tip or pretty backtest.
What is sentiment?
Aggregate posture per sector, news and flow — a context layer, not a buy button. It has no proven walk-forward verdict.
Verdict words
ROBUST = beat hold in folds. NO_PROVEN_EDGE = died out-of-sample. BLOCKED = no money path until something survives.
Choose your horizon — what survives depends on it
No universal winning method. Pick a horizon and we show what honestly sticks for it.
📈 I am investing Proven class here
Long horizon (2–10 yr), 1-day/1-week rebalance. Walk-forward-validated fundamental screens (fundamental · insider · TA+VSA · ranking) and one demo portfolio per strategy.
Investing branch →⚡ I am trading Tools and skills
Intraday 5m–4h. Learn what an edge is and how to work it semi-manually / with broker bots; scanners, sector sentiment as context, backtests for comparison. We sell tools and skills — never winning signals.
Trading branch →What passes — Investing
Full table →| Screen | Top K | Forward (latest) | Hold vs. | Status |
|---|---|---|---|---|
| EPS त्वरण | 15 | +15.38% | +3.10% | मजबूत |
| ROE | 5 | +0.15% | +3.10% | मजबूत |
| मोमेंटम ∧ गुणवत्ता | 10 | +2.50% | +3.10% | मजबूत |
What we refuted — Trading (education-first)
Trading research →Refutation library is the content moat: "backtest looked good, live failed", as teaching. Movers and sentiment are breadth/context, labeled not signals . No order execution on this surface.
📊 Live US-stock and crypto movers Free
15-minute refresh, read-only public feed.
🔎 Crypto screener Free
Breadth and sector routing — context, not a buy button.
⚠️ Warning cards खंडित
TG −99.7%, MoonBot, 5m scalp — counterexamples linked to discipline lessons.
🎓 GOGA Academy Free
Discipline, risk management, bot configuration. No profit promise, no execution.
Free vs. CLUB — depth, not privacy
The full transparency layer is never paywalled — hiding it would break the method. Paid CLUB (a separate second domain, monthly) sells depth and tools , explicitly not signals that win.
Free Always
- Live movers (stocks + crypto, 15-min)
- Full edge verdicts + honesty scoreboard
- Proven fundamental screens (summary)
- GOGA Academy + methodology
- Public GET API (rate-limited)
CLUB Monthly · second domain
- प्रति उप-क्षेत्र भावना + रोटेशन संदर्भ
- पूर्ण मौलिक / इनसाइडर / TA+VSA रैंकिंग
- डेमो-पोर्टफोलियो ट्रैकिंग + अलर्ट
- बैकटेस्ट रीप्ले और पैरामीटर ड्रिल
- प्रीमियम API स्तर + लागत-पारदर्शी ऑडिट ट्रेल्स
हम इसे ईमानदार कैसे रखते हैं
देखें कि आप वास्तव में क्या खरीद रहे हैं — पहले सबूत
वही वॉक-फॉरवर्ड स्क्रीन चलाएं जो हम प्रकाशित करते हैं, अपने स्वयं के सिक्कों पर, मुफ्त — कोई कार्ड नहीं, कोई प्रतिबद्धता नहीं।