From Coinbase to Kraken: How to Analyze Your Trades Across Exchanges

If you trade spot on Coinbase and perps on Hyperliquid, your PnL lives in two separate places. Your best month might look like a losing month on Hyperliquid — because a large spot winner on Coinbase offset your perps losses, and vice versa. Without consolidation, you are analyzing incomplete data.

More importantly, your behavioral patterns do not respect exchange boundaries. Revenge trading after a Hyperliquid stop often produces a reactive Coinbase spot buy, and both need to be visible together to understand the sequence. Sizing escalation after losses on one venue frequently appears on a different venue than where the loss occurred.

Per-exchange analysis also makes it impossible to see your true risk exposure at any given time. If you are long BTC spot on Coinbase and short BTC perps on Hyperliquid, your net exposure is the difference — but you cannot calculate that without both data sets in the same view.

The data exists on every major exchange — the challenge is format and access. Here is the standard approach for each:

**Coinbase:** Coinbase Advanced provides a tax report CSV with complete trade history. Go to Tax Center under your profile → generate the report for your desired date range → download. Spot trades only; Coinbase International (perps) is a separate account.

**Kraken:** Kraken's trade history is accessible under History → Trades. Export as CSV. Kraken includes both spot and futures (in Kraken Futures, accessed separately). If you trade both, export each separately.

**Binance:** Binance's trade history is fragmented across Spot, Futures, and Options accounts. Each requires a separate export: Account → Trade History → Export. The Futures export is separate from Spot. For Binance US, the format differs slightly from international.

**Hyperliquid:** Hyperliquid does not have a native CSV export in the traditional sense. Use the Hyperliquid API or connect via a journal that supports Hyperliquid directly — which gives you real-time sync rather than point-in-time export.

**Bybit:** Order History → Export is available for Spot, Derivatives, and Options separately. Select your date range and format.

**OKX:** Trading History → Download is available for spot and futures under My Account. OKX also provides API-level access for automated sync.

**Option 1: Spreadsheet consolidation.** Import each CSV into a master spreadsheet with a standardized column format. The challenge: every exchange uses different field names, date formats, and fee conventions. You will spend significant time normalizing before you can analyze. This works for a few dozen trades. It breaks down at scale.

**Option 2: Crypto tax software.** Tools like Koinly, Cointracker, and TaxBit consolidate exchange data primarily for tax purposes. They give you aggregate PnL but minimal trading performance analysis. Good for tax; limited for behavioral review.

**Option 3: Multi-exchange trading journal.** A journal built for active traders (like Tiltless) connects directly to exchanges via API and normalizes the data automatically. The resulting view is consolidated PnL, session analysis across all venues, and behavioral pattern detection that works across the full trade history. This is the approach that produces the analysis that spreadsheets and tax tools cannot.

Once your data is consolidated, specific patterns become visible that are impossible to see when analyzing exchanges separately:

**Asset-level performance:** How does your BTC trading performance compare across venues? If you trade BTC spot on Coinbase and BTC perps on Hyperliquid, consolidated analysis shows your total BTC edge — and whether perps are adding or subtracting from it.

**Venue-specific behavioral patterns:** Some traders revenge trade specifically on one venue. Others tend to overtrade on one exchange during specific market conditions. These venue-specific patterns only emerge from the consolidated data.

**Cross-venue timing patterns:** Are losses on one exchange correlated with entries on another? If your Hyperliquid losses reliably precede a Coinbase spot purchase within 30 minutes, that sequence is a behavioral signal — and it only appears in consolidated data.

**Fee drag by venue:** Fees vary significantly across exchanges. Consolidated analysis shows your fee burden per venue, per strategy, and per asset — which often reveals that a strategy with an apparent positive edge is fee-negative after exchange costs are included.

The practical starting point is API connections for exchanges that support them (Hyperliquid, Binance, Bybit, OKX, Kraken, Coinbase) and CSV import for the rest. With both in place, your complete trade history becomes available for analysis without ongoing manual work.

Once the data is in, start with the simplest question: what is my actual total PnL across all venues for the last 90 days, broken out by exchange? Most traders are surprised — often by how much fees and reactive trades on secondary exchanges have dragged the overall number. The consolidated view makes the drag visible and actionable.