ColdFire / M144 Research

M144 Bottom-Up Training Story

How 69 days of BTC markets become 56,245 full training rows, then compress into roughly 6.9k M144 decision-attempt rows.
1. Calendar
69 days
2026-02-16 CT to 2026-04-25 CT
2. BTC Markets
5,445
4,980 BTC15m + 465 BTC1h
3. Full Rows
56,245
All eligible 5-second snapshots
4. M144 Rows
~6.9k
Sequential attempts, usually one row per market
Market Universe
5,445
same market universe for Current and M144
Full Row Weight
10.3x
average full rows per market
M144 Row Weight
1.26x
average attempt rows per market
Compression
88%
duplicate 5s rows removed

Weekly Build-Up

Full 5s rowsM144 attempt rows
The market count comes from daily BTC15m + BTC1h tickers. Full rows count every eligible snapshot; M144 keeps only sequential attempts.

Why M144 Is Smaller

attempt rows per marketmarket countshare
Most markets only get one M144 training row. Current full training often gives the same market 8-18 rows.

Daily Market Count

Each tile shows total BTC market tickers for that CT day, then full rows -> M144 rows.

Daily Detail

Date CTBTC15m marketsBTC1h marketsTotal marketsFull rowsM144 rowsFull rows / marketM144 rows / market