strategy-dev

Quant Desk — institutional questions about your trading

Alpha vs benchmark, HODL counterfactual, correlation, and fee burden — the hedge-fund lens on your activity

7 min · intermediate

What you'll have when finished

  • Know whether your trading added value vs just holding BTC
  • Understand if your positions are actually diversified or just look diversified
  • Quantify how much your fees are eating your returns
  • Pick the right benchmark for the comparison you want to make

Before you start

  • A 90-day window is the minimum honest sample. Shorter windows over-weight noise.
  • Negative alpha doesn't mean you're a bad trader — it means this strategy underperformed this benchmark this window. Change any of those and the result changes.

Walkthrough

  1. Tab 1 — Vs Benchmark: did your trading add value?

    Pick a benchmark (BTC, ETH, SOL, AVAX, LINK, MATIC, DOGE, ADA, or custom symbol) and a window (default 90 days). **Alpha > 0** = you outperformed the benchmark over the window. Trading added value. **Alpha = 0** (within ±2%) = you matched the benchmark. Trading neither helped nor hurt. Effort vs reward question. **Alpha < 0** = you underperformed. Just holding the benchmark would have done better. Strong signal to simplify. Tracking error tells you HOW MUCH risk you took to achieve that alpha. Information ratio = alpha ÷ tracking error. > 0.5 is good; > 1 is excellent.

    Success criteria: Picked a benchmark · Read your alpha number · Decided what it means for your strategy

  2. Tab 2 — HODL vs Trade: the counterfactual

    Question this answers: "If I had just bought my initial portfolio and held it without trading, where would I be today?" **Trade > HODL by 10%+** = your active trading is genuinely working. Keep doing what you're doing. **Trade ≈ HODL (±5%)** = your trading is treading water. You're paying fees and stress for no return premium. Simplify or scale back trading frequency. **Trade < HODL by 10%+** = active trading is HURTING your returns. The hardest result to swallow. The honest fix: reduce trading frequency or just hold. Most retail traders lose this comparison. Quant Desk shows you which side you're on.

    Success criteria: Read your HODL counterfactual result · Decided whether to keep trading at your current frequency

  3. Tab 3 — Correlation: is your "diversified" portfolio actually diversified?

    Matrix of cross-pair correlations across the symbols you trade. **Correlation > 0.85** = these two assets move together. They're effectively ONE position from a risk perspective. **Correlation 0.5–0.85** = related but partially independent. Some diversification benefit. **Correlation 0.0–0.5** = meaningfully different exposures. Good diversification. **Correlation < 0.0** = inversely correlated. Excellent hedge characteristics. In crypto, most majors are 0.7+ correlated to BTC. Holding ETH + SOL + LINK + AVAX is mostly the same bet. True diversification needs lower-correlation assets (stables, gold-pegged, or short positions).

    Success criteria: Identified your highest-correlation pair · Recognized whether your portfolio has redundant exposure

  4. Tab 4 — Fee Impact: are fees killing your edge?

    Total exchange fees + gas paid, as % of gross profit AND as % of volume. **Fees < 5% of gross profit** = healthy. Your edge is real. **Fees 5-15% of gross profit** = significant friction. Optimize venue selection (lower-fee chains, higher-tier exchanges). **Fees 15-30% of gross profit** = serious problem. You're trading too often, on the wrong venues, or both. **Fees > 30% of gross profit** = the strategy doesn't work after costs. Most retail "winning strategies" die here. The fix is almost always one of three: reduce trading frequency, switch to Base/Arbitrum for DEX, qualify for fee tier upgrades on CEX.

    Success criteria: Read your fee-to-profit ratio · Identified which venue contributes most fees

  5. Picking the right benchmark

    Each comparison answers a different question: **vs BTC** — "Did I beat the obvious default?" **vs ETH** — "Did I beat smart money's default?" **vs SOL / AVAX / LINK / etc.** — "Did I beat the alt I think I'm an expert on?" **Custom symbol** — useful if you specifically claim expertise in some token. Type its ticker, click Apply. Must be 2-10 alphanumeric chars and exist on Binance. The honest comparison for most users: vs BTC over 90 days. If you can't beat BTC, your trading isn't adding value vs the simplest passive strategy.

    Success criteria: Tried at least 2 different benchmarks · Identified your most honest comparison

What's next

If alpha is negative or HODL beats Trade: 1. Reduce trading frequency (try Algo Orders → DCA mode for set-and-forget) 2. Switch to lower-fee venues (Base, Arbitrum for DEX; tier-up on CEX) 3. Use the [Backtest engine](/strategy-builder?tab=backtest) before deploying new strategies live If correlation is too high: 1. Replace one redundant asset with an uncorrelated one 2. Consider a market-neutral approach (long ETH + short equivalent BTC notional) If fees are too high: 1. [Trading Journal](/journal) → Fee column → identify worst offenders 2. Stop using high-fee chains for small trades