LINKUSDT
Chainlink / Tether USD
crypto Composite

For anyone stacking long-term through thick and thin, I wanted to run a serious DCA stress-test on my quant engine over the last 425 days (plus a massive 6.4-year backtest) to see how dynamic risk management and asset correlation actually hold up against a standard Buy & Hold.
No hype, no bots—just raw math, strict DCA rules ($1k starting + $100 every 30 days, 10 bps costs), and hard data.
So, this is the 3Basket Study. ran the exact same end-to-end quant engine across three different universes, from May 28 2025 to July 26 2026. Thats 425 trading days with a 180-day warmup. Started with a grand, DCA100 bucks every 30 days, and included 10 bps in costs.
Here are tested baskets
K1 (Full Set):
BCH, HYPE, LINK, ONDO, PAXG, PEAQ
K2 Alts): BCH, HYPE, LINK, ONDO
K3 (Majors + Gold): BCH, LINK, PAXG
K3L (Long term K3): Same test but stretched back to March 13 2020 going all the way to 2026, thats 2326 days with 13 WF
reoptimizations.
results for the 425-day window BELOW
K1 FULL SET: Ended at $2354, but we put in $2400. So total return was -1.9%, CAGR -1.6%, Sharpe ratio with rf 5% was -0.20, Calmar -0.11. Max strategy drawdown was 14.9% (while B&H was 22.7%), anualized alpha -8.8%, beta vs B&H 0.40. Costs were $9.06, 46 rebalances, defensive days 47%, average exposure 50.3%.
K2 PURE ALTS: Final value $2216 (invested $2400). Total return -7.7%, CAGR -6.6%, Sharpe -0.33, Calmar -0.47. Max DD for strategy 14.0% (B&H ref was a massive 38.8%!), anualized alpha -10.4%, beta vs B&H 0.22. Costs $7.46, 53 rebalances, defensive days 70%, avg exposure 32.4%.
K3 MAJORS+GOLD: Final value $2739 (invested $2400). Total return 14.1%, CAGR 12.0%, Sharpe 0.25, Calmar 0.87. Max DD strategy 13.8% (B&H ref 16.5%), anualized alpha 7.5%, beta vs B&H 0.66. Costs $6.42, 26 rebalances, defensive days 33%, average exposure 65.2%.
K3L LONG (6,4 years): Final value $17 232 (invested $8700). Total return 98.1%, CAGR 11.3%, Sharpe 0.31, Calmar 0.51. Max DD strategy 22.0% (B&H ref 40.2%), anualized alpha 1.2%, beta vs B&H 0.66. Costs $88.95, 115 rebalances, defensive days 36%, avg exposure 60.1%.
The Gold anchor role is real. K3 with Majors plus Gold was the only basket with positive alpha (+7.5% anualized) and it actually beat Buy & Hold ($2,739 vs $2,620) while also cutting the drawdown. Comparing it to K2 shows you what happens without that anchor: no PAXG and the B&H leg just collapses with that 38.8% drawdown, and the shield spends way more time in defense mode. K1 just waters down the anchor with dead weight like PEAQ, which honestly drags everything down.
Long-term robustness with K3L is solid. Testing over 6.4 years shows the strategy keeps max DD at roughly half the B&H reference (22% vs 40.2%) across full macro cycles. That's pretty impressive if you ask me.
But, caveat. The main 425-day window is relatively short and covers a sideways/slight uptrend with some newer tokens mixed in. Thats exactly why you need the broader timeframe like K3L to actually see how it behaves in full cycles. Without that longer view, you're just guessing.
All in all, the numbers are what they are. K3 seems to be the sweet spot. The other ones... not so much. But hey, thats why we test, right?
I would like to show you some charts but not sure if i can upload here or in comments?
What do you think?

For anyone stacking long-term through thick and thin, I wanted to run a serious DCA stress-test on my quant engine over the last 425 days (plus a massive 6.4-year backtest) to see how dynamic risk management and asset correlation actually hold up against a standard Buy & Hold.
No hype, no bots—just raw math, strict DCA rules ($1k starting + $100 every 30 days, 10 bps costs), and hard data.
So, this is the 3Basket Study. ran the exact same end-to-end quant engine across three different universes, from May 28 2025 to July 26 2026. Thats 425 trading days with a 180-day warmup. Started with a grand, DCA100 bucks every 30 days, and included 10 bps in costs.
Here are tested baskets
K1 (Full Set):
BCH, HYPE, LINK, ONDO, PAXG, PEAQ
K2 Alts): BCH, HYPE, LINK, ONDO
K3 (Majors + Gold): BCH, LINK, PAXG
K3L (Long term K3): Same test but stretched back to March 13 2020 going all the way to 2026, thats 2326 days with 13 WF
reoptimizations.
results for the 425-day window BELOW
K1 FULL SET: Ended at $2354, but we put in $2400. So total return was -1.9%, CAGR -1.6%, Sharpe ratio with rf 5% was -0.20, Calmar -0.11. Max strategy drawdown was 14.9% (while B&H was 22.7%), anualized alpha -8.8%, beta vs B&H 0.40. Costs were $9.06, 46 rebalances, defensive days 47%, average exposure 50.3%.
K2 PURE ALTS: Final value $2216 (invested $2400). Total return -7.7%, CAGR -6.6%, Sharpe -0.33, Calmar -0.47. Max DD for strategy 14.0% (B&H ref was a massive 38.8%!), anualized alpha -10.4%, beta vs B&H 0.22. Costs $7.46, 53 rebalances, defensive days 70%, avg exposure 32.4%.
K3 MAJORS+GOLD: Final value $2739 (invested $2400). Total return 14.1%, CAGR 12.0%, Sharpe 0.25, Calmar 0.87. Max DD strategy 13.8% (B&H ref 16.5%), anualized alpha 7.5%, beta vs B&H 0.66. Costs $6.42, 26 rebalances, defensive days 33%, average exposure 65.2%.
K3L LONG (6,4 years): Final value $17 232 (invested $8700). Total return 98.1%, CAGR 11.3%, Sharpe 0.31, Calmar 0.51. Max DD strategy 22.0% (B&H ref 40.2%), anualized alpha 1.2%, beta vs B&H 0.66. Costs $88.95, 115 rebalances, defensive days 36%, avg exposure 60.1%.
The Gold anchor role is real. K3 with Majors plus Gold was the only basket with positive alpha (+7.5% anualized) and it actually beat Buy & Hold ($2,739 vs $2,620) while also cutting the drawdown. Comparing it to K2 shows you what happens without that anchor: no PAXG and the B&H leg just collapses with that 38.8% drawdown, and the shield spends way more time in defense mode. K1 just waters down the anchor with dead weight like PEAQ, which honestly drags everything down.
Long-term robustness with K3L is solid. Testing over 6.4 years shows the strategy keeps max DD at roughly half the B&H reference (22% vs 40.2%) across full macro cycles. That's pretty impressive if you ask me.
But, caveat. The main 425-day window is relatively short and covers a sideways/slight uptrend with some newer tokens mixed in. Thats exactly why you need the broader timeframe like K3L to actually see how it behaves in full cycles. Without that longer view, you're just guessing.
All in all, the numbers are what they are. K3 seems to be the sweet spot. The other ones... not so much. But hey, thats why we test, right?
I would like to show you some charts but not sure if i can upload here or in comments?
What do you think?

LINK's tech is solid but price action has been frustrating for years, your not wrong there. the thing is "big future potential" applies to like half the top 50 and most of them bleed against BTC over full cycles. If you're gonna do it, at least scale your entries based on where risk actually sits instead of going heavy all at once. I track LINK risk on alphasquared and it helps me size positions without the emotional guesswork. Right now alts in general are in a weird spot where adoption metrics and price are completely disconnected, so patience matters more than conviction here.