Crypto Crash Watch — Tokens at Risk of Structural Collapse

Live monitoring of 207 tokens for structural collapse signals. Updated July 16, 2026.

ZARQ's Crash Watch monitors 207 tokens for signs of structural collapse. Currently 44 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.

207

Tokens Monitored

Critical

Warning

105

Watch

Safe

Tokens Under Structural Stress

Token	Rating	Crash Prob	NDD	Status	Key Warning
River	NR	34%	1.50	CRITICAL	Structural collapse detected
Berachain	NR	33%	2.45	CRITICAL	Structural collapse detected
pippin	NR	33%	2.83	CRITICAL	Structural collapse detected
Power Protocol	NR	18%	3.28	CRITICAL	Structural collapse detected
fasttoken	NR	N/A	3.30	CRITICAL	Structural collapse detected
Jito	Baa2	43%	2.84	WARNING	Structural collapse detected
Plasma	Baa3	43%	2.97	WARNING	Structural collapse detected
Pudgy Penguins	Baa2	37%	2.64	WARNING	Structural collapse detected
Story	NR	37%	2.87	WARNING	Structural collapse detected
Aerodrome Finance	Baa1	37%	2.91	WARNING	Structural collapse detected
0G	NR	33%	2.21	WARNING	Structural collapse detected
Bonk	Baa2	33%	2.55	WARNING	Structural collapse detected
Midnight	Baa1	33%	2.65	WARNING	Structural collapse detected
The Sandbox	NR	33%	2.67	WARNING	Structural collapse detected
Fartcoin	NR	33%	2.74	WARNING	Structural collapse detected
Aptos	Baa1	33%	2.76	WARNING	Structural collapse detected
Basic Attention	NR	33%	2.80	WARNING	Structural collapse detected
dogwifhat	Baa1	33%	2.86	WARNING	Structural collapse detected
FLOKI	Baa1	33%	2.86	WARNING	Structural collapse detected
Immutable	NR	33%	2.86	WARNING	Structural collapse detected
Starknet	Baa2	33%	2.88	WARNING	Structural collapse detected
Sonic	NR	33%	2.89	WARNING	Structural collapse detected
Render	Baa1	33%	2.90	WARNING	Structural collapse detected
Dash	Baa2	33%	2.96	WARNING	Structural collapse detected
Provenance Blockchain	Baa3	33%	2.99	WARNING	Structural collapse detected
PRIME	A2	30%	1.50	WARNING	Structural collapse detected
Humanity	NR	30%	1.50	WARNING	Structural collapse detected
BUILDon	NR	28%	1.00	WARNING	Structural collapse detected
SPX6900	Baa2	25%	3.16	WARNING	Structural collapse detected
Legacy Frax Dollar	NR	20%	2.81	WARNING	Structural collapse detected
Loaded Lions	NR	20%	3.14	WARNING	Structural collapse detected
Onyxcoin	NR	20%	3.23	WARNING	Structural collapse detected
Ribbita by Virtuals	NR	18%	3.04	WARNING	Structural collapse detected
Kaia	Baa1	18%	3.11	WARNING	Structural collapse detected
Virtuals Protocol	Baa1	18%	3.16	WARNING	Structural collapse detected
Quantum Resistant Ledger	NR	18%	3.27	WARNING	Structural collapse detected
Pepe	A3	18%	3.36	WARNING	Structural collapse detected
Axie Infinity	Baa2	18%	3.44	WARNING	Structural collapse detected
Optimism	Baa1	18%	3.46	WARNING	Structural collapse detected
Internet Computer	Baa1	18%	3.50	WARNING	Structural collapse detected
Zebec Network	Baa1	18%	3.60	WARNING	Structural collapse detected
Zcash	Baa1	18%	3.61	WARNING	Structural collapse detected
Celestia	A3	18%	3.69	WARNING	Structural collapse detected
Monero	A2	12%	3.28	WARNING	Structural collapse detected
Artificial Superintelligence Alliance	Baa2	37%	2.55	WATCH	Structural collapse detected
CoW Protocol	NR	37%	2.94	WATCH	Structural collapse detected
Pi Network	Baa2	34%	1.50	WATCH	Structural collapse detected
Unibase	B1	34%	1.50	WATCH	69% drawdown (90d)
Walrus	NR	33%	2.37	WATCH	Structural collapse detected
Lombard	NR	33%	2.43	WATCH	Structural collapse detected
GALA	NR	33%	2.59	WATCH	Structural collapse detected
Amp	NR	33%	2.74	WATCH	Structural collapse detected
Tezos	Baa1	33%	2.75	WATCH	Structural collapse detected
Chiliz	Baa3	33%	2.79	WATCH	Structural collapse detected
Keeta	NR	33%	2.80	WATCH	Under observation
LayerZero	Baa2	33%	2.80	WATCH	Structural collapse detected
The Graph	A3	33%	2.82	WATCH	Structural collapse detected
Stacks	Baa1	33%	2.89	WATCH	Structural collapse detected
Livepeer	NR	33%	2.90	WATCH	Structural collapse detected
Telcoin	Baa2	33%	2.90	WATCH	Structural collapse detected
Venice Token	Baa3	33%	2.90	WATCH	Structural collapse detected
ZKsync	NR	33%	2.91	WATCH	Structural collapse detected
NEO	NR	33%	2.95	WATCH	Structural collapse detected
SafePal	NR	33%	2.96	WATCH	Structural collapse detected
JasmyCoin	Baa2	33%	2.97	WATCH	Structural collapse detected
Siren	NR	30%	1.00	WATCH	Structural collapse detected
MemeCore	Ba2	28%	1.50	WATCH	74% drawdown (90d)
Bittensor	Baa1	25%	2.63	WATCH	Structural collapse detected
Stellar	Baa1	25%	2.79	WATCH	Structural collapse detected
Worldcoin	Baa3	25%	3.08	WATCH	Structural collapse detected
Grass	Ba1	25%	3.15	WATCH	Structural collapse detected
Aster	A2	25%	3.38	WATCH	Structural collapse detected
NEAR Protocol	Baa2	25%	3.42	WATCH	Structural collapse detected
Dogecoin	A3	20%	2.92	WATCH	Structural collapse detected
XRP	A1	20%	2.94	WATCH	Structural collapse detected
Hedera	A2	20%	2.96	WATCH	Structural collapse detected
Shiba Inu	A3	20%	3.00	WATCH	Structural collapse detected
Ethereum Name Service	Baa1	20%	3.03	WATCH	Structural collapse detected
Algorand	A3	20%	3.04	WATCH	Structural collapse detected
Official Trump	Baa2	20%	3.04	WATCH	Structural collapse detected
Cosmos Hub	A3	20%	3.11	WATCH	Structural collapse detected
Kaspa	Baa1	20%	3.17	WATCH	Structural collapse detected
Injective	Baa1	20%	3.22	WATCH	Structural collapse detected
Jupiter	Baa1	20%	3.29	WATCH	Structural collapse detected
Ondo	Baa1	20%	3.30	WATCH	Structural collapse detected
Quant	A3	20%	3.55	WATCH	Structural collapse detected
Helium	NR	18%	1.97	WATCH	Structural collapse detected
Cardano	A3	18%	2.75	WATCH	Structural collapse detected
Polkadot	A3	18%	3.00	WATCH	Structural collapse detected
DoubleZero	Baa1	18%	3.06	WATCH	Structural collapse detected
Sui	A3	18%	3.06	WATCH	Structural collapse detected
VeChain	Baa1	18%	3.06	WATCH	Structural collapse detected
Bitget Token	A3	18%	3.08	WATCH	Structural collapse detected
Toncoin	Baa2	18%	3.12	WATCH	Structural collapse detected
Golem	NR	18%	3.13	WATCH	Structural collapse detected
Theta Network	NR	18%	3.13	WATCH	Structural collapse detected
Raydium	Baa1	18%	3.15	WATCH	Structural collapse detected
Ethereum Classic	A3	18%	3.18	WATCH	Structural collapse detected
Bitcoin	A2	18%	3.19	WATCH	Structural collapse detected
Solana	A2	18%	3.19	WATCH	Structural collapse detected
BNB	A2	18%	3.20	WATCH	Structural collapse detected
Conflux	Baa1	18%	3.20	WATCH	Structural collapse detected
1INCH	NR	18%	3.21	WATCH	Structural collapse detected
Compound	Baa1	18%	3.21	WATCH	Structural collapse detected
Filecoin	Baa1	18%	3.21	WATCH	Structural collapse detected
Sei	Baa1	18%	3.21	WATCH	Structural collapse detected
Vision	NR	18%	3.21	WATCH	Structural collapse detected
Chainlink	A2	18%	3.23	WATCH	Structural collapse detected
Decentraland	NR	18%	3.24	WATCH	Structural collapse detected
Synthetix	NR	18%	3.24	WATCH	Structural collapse detected
Pump.fun	Baa1	18%	3.26	WATCH	Structural collapse detected
Litecoin	A3	18%	3.32	WATCH	Structural collapse detected
KuCoin	Baa1	18%	3.34	WATCH	Structural collapse detected
Bitcoin SV	A3	18%	3.40	WATCH	Structural collapse detected
Vaulta	NR	18%	3.40	WATCH	Structural collapse detected
Undeads Games	NR	18%	3.45	WATCH	Structural collapse detected
Trust Wallet	NR	18%	3.47	WATCH	Structural collapse detected
Gate	A3	18%	3.48	WATCH	Structural collapse detected
Gnosis	Baa1	18%	3.48	WATCH	Structural collapse detected
Pendle	Baa1	18%	3.51	WATCH	Structural collapse detected
PancakeSwap	A2	18%	3.53	WATCH	Structural collapse detected
EigenCloud (prev. EigenLayer)	Baa1	18%	3.56	WATCH	Structural collapse detected
Ethena	Baa1	18%	3.65	WATCH	Structural collapse detected
Ether.fi	Baa1	18%	3.75	WATCH	Structural collapse detected
World Liberty Financial	Baa1	18%	3.81	WATCH	Structural collapse detected
Uniswap	A2	18%	3.89	WATCH	Structural collapse detected
Bitcoin Cash	Baa1	12%	3.15	WATCH	Structural collapse detected
Convex Finance	NR	12%	3.18	WATCH	Structural collapse detected
Avalanche	A2	12%	3.23	WATCH	Structural collapse detected
AB	NR	12%	3.26	WATCH	Structural collapse detected
Curve DAO	Baa1	12%	3.34	WATCH	Structural collapse detected
Ethereum	A2	12%	3.42	WATCH	Structural collapse detected
Maple Finance	A3	12%	3.42	WATCH	Structural collapse detected
RealLink	Baa1	12%	3.46	WATCH	Structural collapse detected
Lido DAO	A3	12%	3.58	WATCH	Structural collapse detected
Arbitrum	A3	12%	3.60	WATCH	Structural collapse detected
Fluid	NR	12%	3.62	WATCH	Structural collapse detected
THORChain	NR	12%	3.62	WATCH	Structural collapse detected
MultiversX	NR	12%	3.64	WATCH	Structural collapse detected
Pyth Network	Baa1	12%	3.71	WATCH	Structural collapse detected
MimbleWimbleCoin	NR	12%	3.78	WATCH	Structural collapse detected
Monad	A3	12%	3.81	WATCH	Structural collapse detected
POL (ex-MATIC)	A3	12%	3.92	WATCH	Structural collapse detected
OKB	A2	12%	3.93	WATCH	Structural collapse detected
Olympus	Baa1	12%	3.96	WATCH	Structural collapse detected
eCash	NR	12%	3.98	WATCH	Structural collapse detected
Stable	Baa1	12%	3.98	WATCH	Under observation
DeXe	Baa1	2%	4.00	WATCH	Structural collapse detected
Aave	A3	2%	4.03	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 July 2026, ZARQ monitors 207 tokens. Currently 5 are rated CRITICAL (imminent structural collapse risk), 39 are WARNING (elevated stress), and 105 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.