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Top-10 Universe Momentum — Backtest Report ⛔ FAILS out-of-sample

Date: 2026-06-10 Analyst: Claude (for Jacques) Engine: /root/backtest_xsmom_PY-00027_100626.py · Runner: /root/xsmom_top10_100626.py Companion: see 2026-06-10_cross-sectional-momentum.md (top-100 version, which PASSED).


1. What was requested & the honest data caveat

Requested: redo the momentum backtest using only coins that have been in the top 10, trading a coin only while it is currently in the top 10, over 30 May 2026 going back 5 years.

The 5-year window is not possible. The 1d crypto candles in crypto_cross.db start 2024-06-05 — there is no data before that, and the older big_bots.db is equities, not crypto. A 5-year test would need data to May 2021. Rather than fabricate it, this report uses the maximum real window: 2024-06-05 → 2026-05-30 (~2 years). A true 5-year test would require backfilling older candles from an exchange first (a separate job).


2. Universe & rules


3. Results

Tune set (pre-2026) — momentum does work here

Variant Trades Win Avg R PF Return Max DD Sharpe
ls L21 N2 312 51% +0.0108 1.21 +44.7% −17.1% 1.06
ls L21 N3 468 50% +0.0082 1.16 +50.8% −15.2% 1.06
ls L60 N2 292 52% +0.0079 1.17 +29.5% −16.9% 1.00

Out-of-sample (2026) — it breaks

Variant Trades Win Avg R PF Return Max DD Sharpe
ls L21 N2 (best on tune) 80 40% −0.0012 0.99 −8.5% −26.3% −0.05
ls L21 N3 120 44% −0.0101 0.87 −21.3% −33.4% −0.58
ls L45 N2 80 45% −0.0518 0.58 −44.4% −53.5% −2.41
ls L60 N2 (lone survivor) 80 44% +0.0135 1.15 +9.5% −18.7% +0.72

OOS monthly (best-on-tune variant, ls L21 N2): Jan +18.6% · Feb −5.2% · Mar −0.9% · Apr −13.0% · May −5.5%. A front-loaded January gain, then a steady bleed. Last ~14 days: −4.9%.

Robustness (point-in-time neighbourhood sweep)

Full-period (2024-06 → 2026-05-30) for the headline variant: PF 1.08, +13.3%, max DD −32.2%, Sharpe 0.36 — i.e. the modest tune-era gains are almost entirely given back in 2026.


4. Honest conclusion — this variant FAILS validation

Shrinking the universe from top-100 to top-10 destroys the edge. Momentum needs cross-sectional dispersion — a field of names where winners keep winning and losers keep losing. The top-10 is the wrong field for it: - It is dominated by a few megacaps (BTC/ETH/SOL/XRP/DOGE) that move largely together — little to rank. - Its rotating tail (FARTCOIN, ZEC, LAB, PIPPIN…) is news-/hype-driven and mean-reverting, so "buy the strongest" buys the blow-off top. OOS win rate fell to 40%.

This is a negative result, which is still a result (per the project rules). The takeaway is concrete and reusable: the cross-sectional momentum edge lives in breadth (top-100), not concentration (top-10). The companion top-100 report stands as the strategy that passed; this one shows the boundary where it stops working.

Status: FAIL (out-of-sample). Do not pursue top-10 momentum.

Caveat already stated: tested on ~2 years, not the requested 5 — but the OOS failure is clear within the data we have, and more history would not rescue a strategy that loses on the most recent 5 months.