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What a public DeFi yield-data QA report actually checks

This is an original, free demonstration using 3 real publicly reported historical pool IDs. It is NOT a customer commission, a sponsored yield review, an on-chain audit, or a statement that any vault is safe.

Fixed historical snapshot: 2026-10-20T20:53:08.849866Z. Provider: DefiLlama Yields public data. Rates can be stale or change immediately; the free source endpoint is scheduled to change in November 2026. All numbers below are from this exact past snapshot, NOT live yields.

1. Inspect the source fields before trusting headline APY

Three deliberately different USDC pool records: reported-zero rewards, a large incentive share, and an unknown reward breakdown. This is not an apples-to-apples risk comparison across protocol versions or chains.

Common illustrative inputs: principal $1,000.00, holding period 30 days, assumed total deposit + bridge + withdrawal fees $12.00. Flat annual rates are applied proportionally, without compounding, yield changes, slippage or principal loss.

Source recordBase APYReward APYHeadline APYRewards share30-day base grossBase after feesHeadline after fees
No reported reward componentcompound-v3 / Ethereum / USDC7da72d09-56ca-4ec5-a45f-59114353e4875.66%0.00%5.66%0.0%$4.66-$7.34-$7.34
Reward-heavy headlinefluid-lending / Base / USDC7372edda-f07f-4598-83e5-4edec48c40394.99%3.20%8.19%39.1%$4.10-$7.90-$5.27
Missing reward breakdownfluid-lending / Ethereum / USDC4438dabc-7f0c-430b-8136-2722711ae6635.64%unknown (null)5.64%unknown$4.64-$7.36-$7.36

2. Findings that change interpretation

Fee break-even: base-only return becomes positive only after the hypothetical fees are covered. A higher headline APY does not remove risks or guarantee any reward token can be realized at its quoted value.

Missing values: an omitted reward field remains UNKNOWN; it is never automatically set to zero. Any real audit would need source-level investigation, not an assumption that reported values reflect available withdrawals.

3. Reproduce and inspect the evidence

Read the three public records with full pool IDs, timestamp and SHA-256 of the original frozen 29-row source extract. The reproducible Python script uses standard-library Decimal and safely escapes public strings. The frozen extract is for free evidence and attribution, never a current price quote.

Formula: illustrative gross = USD principal × reported APY (%) × days / 36500; hypothetical net = gross - user-assumed total fees. No wallet, client CSV, private transaction data, tracking, smart-contract interaction, signature, payment, or legal/tax advice.

Have a real discrepancy in 1–3 public pool IDs?

Request a separate manually scoped technical DATA QA quote. Indicative fixed proposal: 19 native Circle USDC on Base, only if the deliverable, report evidence, recipient wallet control, chain, written acceptance/cancellation/refunds, timeframe and data privacy are agreed before any payment. Free public checks remain free. No financial advice or exploit/security certification.

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Do not send real private account exports, recovery phrases, signed orders or passwords. No independent buyer, delivered paid report or paid revenue is claimed by this demo.