Upstox Trading Journal: API v2 Sync & NSE Analytics (2026)

Upstox is one of India's most popular discount brokers, trusted by millions of retail traders for its low brokerage, clean mobile app, and strong NSE F&O execution. But like every Indian broker, Upstox's built-in reports show you P&L — not why you made or lost, not which patterns are costing you money, and not what to change. This guide shows you how to connect Upstox to CernoQuant for automatic journaling and actionable analytics.

Option 1: CernoQuant with Upstox API v2 OAuth

CernoQuant connects to your Upstox account via the official Upstox API v2 OAuth flow. One-time authorization. Your trades sync automatically after that — no CSV exports, no manual entry.

Setup: Upstox → CernoQuant

1. 1

   Create a CernoQuant account

   Free plan — no credit card required. Sign up at cernoquant.com.

2. 2

   Go to Settings → Brokers → Upstox

   Select Upstox from your CernoQuant broker list.

3. 3

   Authorize via Upstox OAuth

   You'll be redirected to Upstox's official authorization page. Log in with your Upstox credentials. CernoQuant receives read-only access — no order placement is possible.

4. 4

   Historical trades sync

   Your complete Upstox trade history (equity, F&O) syncs into CernoQuant with full analytics.

5. 5

   Live sync going forward

   New Upstox trades appear in CernoQuant automatically after each session.

What Upstox + CernoQuant Gives You

• True net P&L after all charges — Upstox shows charges in totals. CernoQuant decomposes: STT per leg on F&O sells, exchange transaction fees, SEBI turnover fees, and GST. Your P&L figure is accurate down to the rupee.
• Nifty and BankNifty performance split — Many Upstox traders trade both. CernoQuant separates P&L, win rate, and expectancy per underlying so you know which is actually profitable.
• Weekly vs monthly expiry performance — If you trade both, you probably have different patterns on each. CernoQuant surfaces this automatically.
• Holding time vs outcome — Are your 2-minute scalps more profitable than your 30-minute trades? Or vice versa? CernoQuant bins your trades by holding time and shows the outcome distribution for each bin.
• Psychology and tilt tracking — Log your pre-session mood, post-trade emotions, and confidence levels. CernoQuant correlates them with performance. On days you feel over-confident, does P&L suffer?
• Atlas AI coach — After syncing your Upstox history, Atlas AI analyses 12 behavioural patterns specific to Indian F&O traders: revenge trading, charge drag, expiry-day casino behaviour, tilt spirals, and more.

Option 2: Upstox CSV Export

To import Upstox trades without API setup:

1. 1. Log into Upstox web → Reports → Trade Book
2. 2. Select your date range and download CSV
3. 3. In CernoQuant: Settings → Import → Smart CSV → Upload Upstox file
4. 4. Automatic column detection handles the Upstox format — no manual mapping

The Problem with Upstox's Built-in Reports

Upstox provides solid P&L reports, but they are designed for tax filing — not performance improvement. They tell you what happened (total profit, total loss, total charges), but not:

• • Which strategy is profitable vs which is destroying your P&L
• • Whether you trade better in the morning or afternoon
• • What your win rate is on expiry day vs non-expiry day
• • Whether you revenge trade after losses
• • How much STT is costing you per F&O strategy
• • What your true risk-adjusted return is after all charges

CernoQuant answers all of these from your same Upstox trade data — no additional work required.

CernoQuant is a trading journal and analytics platform. Not a SEBI-registered investment advisor. All analytics are for educational purposes only. Trading decisions are your sole responsibility.