Independent risk rating for pippin (pippin). Last updated 2026-03-12.
pippin (pippin) has a ZARQ Safety Rating of Ba2 (41.9/100) and a Vitality Score of D (37/100). Risk level: WATCH. Crash probability: 12%. Distance-to-Default: 3.5. Last updated: 2026-03-12. Based on 7 quantitative pillars including NDD, crash probability, TVL, and DeFi yield analysis. 3 structural weakness signals active — elevated collapse risk.
Vitality Score Breakdown
The ZARQ Vitality Score measures ecosystem health and crash resistance across 5 dimensions. pippin scores 37/100 (Grade D), indicating crash resistance — backtested high-Vitality tokens lost 44% less during the 2025–2026 market crash (p < 0.001). Backtested ✓ Methodology
Ecosystem Gravity50
Multi-chain presence, protocol count, DeFi depth
Capital Commitment18
TVL stability, locked capital, market cap rank
Coordination Efficiency40
Audit coverage, category diversity, yield density
Stress Resilience37
Drawdown recovery, NDD stability, crash probability
Organic Momentum43
Rating trend, NDD trend, volume momentum
Data confidence: 100%
Structural Collapse Warning
pippin has 3 structural weakness signals active. The Distance-to-Default model has flagged this token for elevated collapse risk. Tokens with 3+ structural weaknesses have historically experienced severe drawdowns.
Pillar 1 — Ecosystem Strength
51.2
Market cap rank, volume stability, activity. Higher is safer.
Pillar 2 — Contagion Risk
45.0
BTC correlation, beta exposure, idiosyncratic risk. Lower correlation = more independent.
Pillar 3 — Historical Resilience
35.0
Max drawdown recovery, annualized volatility, tail risk ratio.
Pillar 4 — Fundamental Quality
47.5
Token age, price consistency, long-term trend strength.
Pillar 5 — Rug Pull Risk
31.7
Anomaly detection, extreme move frequency, dump pattern screening.
Distance-to-Default (NDD)
3.5
Structural distance from default threshold. Below 2.0 = elevated distress.
Structural Signal (Sig6)
1.8
Structural integrity score from the DtD model. Lower values indicate structural weakness.
pippin carries moderate crash risk at 12%, typical for mid-cap crypto assets. Multiple structural weakness signals (3) are active, indicating potential for significant decline. The Distance-to-Default stands at 3.5, with an alert level of WATCH. Rating: Ba2. Vitality Score: 37/100 (Grade D).
Backtest resultsDisclaimer: This is quantitative risk analysis, not investment advice. Crypto assets are volatile and can lose value rapidly. Never invest more than you can afford to lose. ZARQ provides independent risk data — always do your own research before making investment decisions.
Frequently Asked Questions
Is pippin safe to invest in?
pippin (pippin) currently holds a Ba2 rating from ZARQ with a trust score of 41.9/100. This is a speculative-grade rating, indicating elevated risk. The current crash probability is 12%, and its Distance-to-Default stands at 3.5. Multiple structural weaknesses have been detected, indicating potential for significant decline. The alert level is WATCH. As with all crypto investments, you should conduct your own research and consider your risk tolerance.
What is pippin's risk rating?
ZARQ rates pippin at Ba2 on a Moody's-style scale (Aaa to C), where Baa3 and above is investment grade. The trust score is 41.9 out of 100, based on five quantitative pillars: ecosystem strength (51.2/100), contagion risk (45.0/100), historical resilience (35.0/100), fundamental quality (47.5/100), and rug pull risk (31.7/100). The strongest pillar is ecosystem strength, while rug pull risk scores lowest. The alert level is currently WATCH.
Will pippin crash?
ZARQ's crash model estimates a 12% probability of a >50% drawdown for pippin. The Distance-to-Default (NDD) is 3.5, which indicates healthy — comfortable distance from default. The structural integrity signal (Sig6) is 1.8, and there are 3 structural weakness signals active. Multiple structural weaknesses have been detected, indicating potential for significant decline. These are model-based estimates updated daily, not guarantees of future performance.
Should I invest in pippin?
pippin holds a Ba2 rating from ZARQ. The crash probability is 12% and the Distance-to-Default is 3.5. These metrics suggest relatively contained downside risk. However, ZARQ provides risk data, not investment advice. All crypto investments carry significant risk, including total loss of capital. Consider your risk tolerance, portfolio diversification, and investment horizon. Never invest more than you can afford to lose.
pippin price prediction — what does the risk data say?
ZARQ does not make price predictions for pippin. Instead, we provide quantitative risk metrics: the crash probability is 12% (probability of a >50% drawdown), the Distance-to-Default is 3.5, and the alert level is WATCH. There are 3 structural weakness signals active. These risk signals are updated daily and can help inform — but not replace — your own analysis.
Is pippin a scam?
ZARQ's analysis of pippin shows a Ba2 rating. Warning: 3 structural collapse signals are currently active, indicating elevated risk. ZARQ monitors pippin daily across 7 quantitative risk signals including Distance-to-Default, crash probability, and structural integrity. While these signals can flag elevated risk, they cannot definitively determine if an asset is fraudulent. Always verify the project's team, code, and community independently.
What are the pros and cons of pippin?
Based on ZARQ's quantitative analysis, pippin (pippin) has the following strengths: Moderate crash probability (12%); Healthy distance from default (NDD: 3.5). Key risks include: 3 structural weakness signals active — elevated collapse risk; Crypto assets carry inherent volatility risk. These assessments are based on daily-updated risk models and should be considered alongside your own research and risk tolerance.