ConocoPhillips (COP) and The Trade Desk (TTD) trade near the same forward earnings multiple — about 12.8x — despite operating in Energy and Communication Services. This week's investigation is the Pair: how the two were matched, where the businesses diverge, and the calls recorded against them.
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Chapters
0:00 The Last Call
0:45 The Match
2:35 Twin One: COP
2:54 Twin Two: TTD
4:21 The Scorecard
6:07 This Week's Calls
8:08 Close
Pair selection is mechanical: 757 candidates passed the size, coverage and multiple gates, and 551 pairs matched on both forward P/E and price-to-book within 5%.
This week's recorded calls, filed before the outcome is known:
• TTD's forward P/E is below 12.79 on day 14.
• COP's forward P/E is above 12.79 on day 30.
• COP's forward P/E is above 13.43 on day 60.
The Ledger files dated calls and grades every one in public when its deadline passes, 14, 30 and 60 days out — the misses included. Its middle act rotates through the month: the Pair, the Graveyard and the Screen.
Snapshot 2026-11-04. Every call is graded either way, right or wrong. The narration is AI-written from this episode's data and read by a synthetic text-to-speech voice. Not financial advice.
#COP #TTD #stocks #stockmarket
