ZARQ / Crash Watch

Crypto Crash Watch — Tokens at Risk of Structural Collapse

Live monitoring of 205 tokens for structural collapse signals. Updated March 12, 2026.

ZARQ's Crash Watch monitors 205 tokens for signs of structural collapse. Currently 71 tokens show structural stress or collapse warnings. ZARQ's crash model has achieved 100% recall (113/113 collapses detected) and 98% precision on predicting structural collapses, with a 22-month average detection lead time.
205
Tokens Monitored
24
Critical
47
Warning
83
Watch
51
Safe

Tokens Under Structural Stress

Token Rating Crash Prob NDD Status Key Warning
Dash Ba2 33% 2.29 CRITICAL Structural collapse detected
Starknet Ba1 33% 2.49 CRITICAL Structural collapse detected
Basic Attention Ba1 33% 2.56 CRITICAL Structural collapse detected
Telcoin Ba1 33% 2.56 CRITICAL Structural collapse detected
Walrus Ba1 33% 2.56 CRITICAL Structural collapse detected
The Sandbox Ba2 33% 2.58 CRITICAL Structural collapse detected
Onyxcoin Ba3 33% 2.69 CRITICAL Structural collapse detected
Kaia Ba2 33% 2.77 CRITICAL Structural collapse detected
ZKsync Ba2 33% 2.95 CRITICAL Structural collapse detected
River B2 30% 1.50 CRITICAL Structural collapse detected
Axie Infinity Ba3 20% 2.33 CRITICAL Structural collapse detected
Sonic Ba2 20% 2.61 CRITICAL Structural collapse detected
Jito Ba2 20% 2.75 CRITICAL Structural collapse detected
1INCH Ba2 20% 2.85 CRITICAL Structural collapse detected
Aptos Ba2 20% 2.86 CRITICAL Structural collapse detected
Berachain Ba2 20% 2.88 CRITICAL Structural collapse detected
PRIME Ba2 20% 2.99 CRITICAL Structural collapse detected
Undeads Games Ba1 20% 3.63 CRITICAL Structural collapse detected
Monero Ba2 12% 3.14 CRITICAL Structural collapse detected
Helium Ba1 12% 3.19 CRITICAL Structural collapse detected
pippin Ba2 12% 3.48 CRITICAL Structural collapse detected
DeXe Baa3 12% 3.66 CRITICAL Structural collapse detected
AB Ba1 12% 3.78 CRITICAL Structural collapse detected
Fasttoken Ba3 12% 3.97 CRITICAL Structural collapse detected
Humanity Ba3 37% 2.57 WARNING Structural collapse detected
Golem Ba2 34% 1.50 WARNING Structural collapse detected
MimbleWimbleCoin Ba2 34% 1.50 WARNING Structural collapse detected
Fartcoin Ba3 33% 2.29 WARNING Structural collapse detected
Optimism Ba3 33% 2.48 WARNING Structural collapse detected
Pump.fun Ba1 33% 2.48 WARNING Structural collapse detected
dogwifhat Ba2 33% 2.49 WARNING Structural collapse detected
Quantum Resistant Ledger Ba3 33% 2.53 WARNING Structural collapse detected
Chiliz Ba2 33% 2.54 WARNING Structural collapse detected
SPX6900 Ba2 33% 2.67 WARNING Structural collapse detected
Pepe Ba1 33% 2.74 WARNING Structural collapse detected
Legacy Frax Dollar NR 33% 2.80 WARNING Structural collapse detected
Livepeer Ba2 33% 2.82 WARNING Structural collapse detected
The Graph Ba1 33% 2.83 WARNING Structural collapse detected
MultiversX Ba1 33% 2.96 WARNING Structural collapse detected
Story B1 30% 1.50 WARNING Structural collapse detected
Power Protocol Ba2 25% 3.33 WARNING Structural collapse detected
EigenCloud (prev. EigenLayer) Ba1 20% 2.64 WARNING Structural collapse detected
Ethena Ba1 20% 2.64 WARNING Structural collapse detected
Pudgy Penguins Ba2 20% 2.67 WARNING Structural collapse detected
Synthetix Ba1 20% 2.76 WARNING Structural collapse detected
Ondo Ba1 20% 2.78 WARNING Structural collapse detected
0G Ba2 20% 2.82 WARNING Structural collapse detected
Plasma Ba2 20% 2.84 WARNING Structural collapse detected
Render Ba2 20% 2.85 WARNING Structural collapse detected
Pendle Ba1 20% 2.90 WARNING Structural collapse detected
Provenance Blockchain Ba3 20% 2.91 WARNING Structural collapse detected
Jupiter Ba1 20% 2.92 WARNING Structural collapse detected
Celestia Ba2 20% 2.95 WARNING Structural collapse detected
BUILDon Ba3 20% 2.99 WARNING Structural collapse detected
Quant Baa3 20% 3.00 WARNING Structural collapse detected
Zcash Ba1 18% 2.43 WARNING Structural collapse detected
Monad Ba1 18% 3.30 WARNING Structural collapse detected
Aster Baa3 18% 3.34 WARNING Structural collapse detected
Siren Ba1 18% 3.53 WARNING Structural collapse detected
Sui Ba1 12% 2.57 WARNING Structural collapse detected
Compound Ba1 12% 3.03 WARNING Structural collapse detected
SafePal Ba1 12% 3.03 WARNING Structural collapse detected
Aerodrome Finance Ba2 12% 3.06 WARNING Structural collapse detected
Cardano Baa3 12% 3.10 WARNING Structural collapse detected
Gate Baa3 12% 3.20 WARNING Structural collapse detected
Virtuals Protocol Ba1 12% 3.22 WARNING Structural collapse detected
Polkadot Ba1 12% 3.35 WARNING Structural collapse detected
Ribbita by Virtuals Ba2 12% 3.37 WARNING Structural collapse detected
Venice Token Ba2 12% 3.42 WARNING Structural collapse detected
KuCoin Baa3 12% 3.44 WARNING Structural collapse detected
Terra Luna Classic Baa2 12% 3.75 WARNING Structural collapse detected
Convex Finance Ba2 37% 2.57 WATCH Structural collapse detected
LayerZero Ba1 37% 2.99 WATCH Structural collapse detected
Bitget Token Ba1 33% 2.43 WATCH Structural collapse detected
Fluid Ba2 33% 2.49 WATCH Structural collapse detected
Injective Ba1 33% 2.56 WATCH Structural collapse detected
Raydium Ba2 33% 2.56 WATCH Structural collapse detected
GALA Ba1 33% 2.60 WATCH Structural collapse detected
eCash Ba1 33% 2.61 WATCH Structural collapse detected
Decentraland Ba2 33% 2.63 WATCH Structural collapse detected
Theta Network Ba1 33% 2.68 WATCH Structural collapse detected
Conflux Ba1 33% 2.70 WATCH Structural collapse detected
Pyth Network Ba1 33% 2.70 WATCH Structural collapse detected
Sei Baa3 33% 2.75 WATCH Structural collapse detected
Maple Finance Ba1 33% 2.80 WATCH Structural collapse detected
Algorand Baa2 33% 2.82 WATCH Structural collapse detected
Amp Ba1 33% 2.85 WATCH Structural collapse detected
Zebec Network Ba2 33% 2.85 WATCH Structural collapse detected
Worldcoin Ba2 33% 2.87 WATCH Structural collapse detected
Tezos Ba1 33% 2.89 WATCH Structural collapse detected
Keeta Ba2 33% 2.91 WATCH Under observation
OriginTrail Ba1 33% 2.95 WATCH Structural collapse detected
VeChain Ba1 33% 2.96 WATCH Structural collapse detected
Bitcoin Cash Baa3 25% 2.61 WATCH Structural collapse detected
Lido DAO Ba1 20% 2.43 WATCH Structural collapse detected
Ethereum Name Service Ba1 20% 2.58 WATCH Structural collapse detected
Vaulta Ba2 20% 2.69 WATCH Structural collapse detected
FLOKI Ba2 20% 2.70 WATCH Structural collapse detected
Bonk Ba2 20% 2.74 WATCH Structural collapse detected
Trust Wallet Ba2 20% 2.74 WATCH Structural collapse detected
Arbitrum Ba1 20% 2.79 WATCH Structural collapse detected
Artificial Superintelligence Alliance Ba1 20% 2.82 WATCH Structural collapse detected
Official Trump Baa3 20% 2.86 WATCH Structural collapse detected
Immutable Ba2 20% 2.90 WATCH Structural collapse detected
PancakeSwap Ba1 20% 2.90 WATCH Structural collapse detected
THORChain Ba1 20% 2.90 WATCH Structural collapse detected
Curve DAO Ba1 20% 2.91 WATCH Structural collapse detected
Ultima Ba1 20% 3.15 WATCH Structural collapse detected
NEXO Baa3 20% 3.19 WATCH Structural collapse detected
XRP Ba1 18% 2.75 WATCH Structural collapse detected
Shiba Inu Baa3 18% 2.76 WATCH Structural collapse detected
Ethereum Baa3 18% 2.83 WATCH Structural collapse detected
Dogecoin Baa3 18% 2.87 WATCH Structural collapse detected
Kaspa Baa3 18% 3.07 WATCH Structural collapse detected
Bitcoin Baa2 18% 3.10 WATCH Structural collapse detected
Cosmos Hub Baa2 18% 3.17 WATCH Structural collapse detected
Toncoin Baa2 18% 3.22 WATCH Structural collapse detected
CoW Protocol Baa3 18% 3.24 WATCH Structural collapse detected
Gnosis Baa3 18% 3.27 WATCH Structural collapse detected
Hedera Baa2 18% 3.27 WATCH Structural collapse detected
Vision Ba1 18% 3.32 WATCH Structural collapse detected
Sun Token Baa3 18% 3.35 WATCH Under observation
Ape and Pepe Baa3 18% 3.65 WATCH Structural collapse detected
Lombard Baa3 18% 3.72 WATCH Structural collapse detected
Unibase Ba1 18% 3.93 WATCH Structural collapse detected
Solana Ba1 12% 2.86 WATCH Structural collapse detected
Aave Ba1 12% 2.89 WATCH Structural collapse detected
Avalanche Baa3 12% 2.98 WATCH Structural collapse detected
BNB Baa3 12% 2.99 WATCH Structural collapse detected
Chainlink Baa3 12% 2.99 WATCH Structural collapse detected
DoubleZero Ba1 12% 3.01 WATCH Structural collapse detected
Ethereum Classic Baa3 12% 3.01 WATCH Structural collapse detected
Bittensor Ba1 12% 3.02 WATCH Structural collapse detected
Loaded Lions Ba2 12% 3.02 WATCH Structural collapse detected
Stellar Baa3 12% 3.04 WATCH Structural collapse detected
World Liberty Financial Ba1 12% 3.06 WATCH Structural collapse detected
Filecoin Baa3 12% 3.09 WATCH Structural collapse detected
JasmyCoin Ba2 12% 3.09 WATCH Structural collapse detected
Litecoin Baa3 12% 3.09 WATCH Structural collapse detected
NEO Baa3 12% 3.09 WATCH Structural collapse detected
Internet Computer Ba1 12% 3.10 WATCH Structural collapse detected
NEAR Protocol Baa3 12% 3.19 WATCH Structural collapse detected
RealLink Baa3 12% 3.20 WATCH Structural collapse detected
Uniswap Baa3 12% 3.24 WATCH Structural collapse detected
Ether.fi Baa3 12% 3.25 WATCH Structural collapse detected
POL (ex-MATIC) Baa3 12% 3.26 WATCH Structural collapse detected
Grass Ba2 12% 3.27 WATCH Structural collapse detected
Bitcoin SV Baa3 12% 3.32 WATCH Structural collapse detected
OKB Baa3 12% 3.32 WATCH Structural collapse detected
Stacks Baa3 12% 3.36 WATCH Structural collapse detected
Olympus Baa3 12% 3.52 WATCH Structural collapse detected
LEO Token Baa3 12% 3.68 WATCH Structural collapse detected
Pi Network Baa3 12% 3.86 WATCH Structural collapse detected
Decred Baa3 3% 4.04 WATCH Structural collapse detected

How ZARQ Predicts Structural Collapse

ZARQ's crash model combines Distance-to-Default (DtD) scoring with 7 quantitative signals to detect structural weakness before price collapse. The model is adapted from Merton's structural credit framework, originally used to predict corporate defaults. When a token's DtD falls below 1.0, it has breached the distress threshold — historically, this has preceded terminal failure with 100% accuracy.

The 7 signals: Liquidity Depth (10%), Holder Concentration (5%), Ecosystem Resilience (30%), Fundamental Activity (10%), Contagion Exposure (25%), Structural Risk (5%), Relative Weakness (15%). Each is calibrated against historical collapses to maximize predictive power.

Track record independently verified at github.com/kbanilsson-pixel/track-record.

100%
Recall (OOS)
98%
Precision (OOS)
113/113
Collapses Detected
22 mo
Avg Lead Time

Frequently Asked Questions

How accurate is ZARQ's crash prediction?
ZARQ's structural collapse model has achieved 100% recall (113 out of 113 historical collapses detected) and 98% precision in out-of-sample testing from January 2024 to February 2026. The average detection lead time is 22 months before terminal failure. The 1st target (-30%) hit rate is 92%, and the 2nd target (-50%) hit rate is 65%. The full track record is independently verifiable at github.com/kbanilsson-pixel/track-record. The model uses 7 quantitative signals adapted from Merton's structural credit model to detect distress before price collapse.
Which cryptos are most likely to crash?
As of March 2026, ZARQ monitors 205 tokens. Currently 24 are rated CRITICAL (imminent structural collapse risk), 47 are WARNING (elevated stress), and 83 are WATCH (under observation). Tokens with Distance-to-Default below 1.0 have historically all experienced terminal failure. Check the table above for the current watchlist sorted by severity. Individual token pages at /token/{slug} provide detailed signal breakdowns.
What is structural collapse in crypto?
Structural collapse is ZARQ's term for when a cryptocurrency's fundamental support structure deteriorates beyond recovery — similar to how a bridge can fail from cumulative stress rather than a single event. It's measured through Distance-to-Default (DtD), adapted from Merton's model originally used to predict corporate defaults. When DtD falls below 1.0, the token has breached the distress threshold. The 7 signals that compose DtD are: Liquidity Depth (10%), Holder Concentration (5%), Ecosystem Resilience (30%), Fundamental Activity (10%), Contagion Exposure (25%), Structural Risk (5%), and Relative Weakness (15%). A token can appear stable on price alone while its structural foundation is eroding — ZARQ detects this.
Disclaimer: ZARQ's crash model provides quantitative risk estimates, not investment advice. Past predictive accuracy does not guarantee future results. Always conduct your own research before making investment decisions.