2023-06-01 · +30d
lstm_s6 · in-sample — the model trained on this date · 248 tokens predicted
These numbers are in-sample. The model was trained on this date, so predicted-vs-actual agreement here is not evidence of skill.
rank IC
+0.3024
230 of 248 tokens assessed
long-short decile
+17.82%
realised beta-adjusted alpha
direction hit
92.2%
in alpha space · 77.4% on raw price
BTC over horizon
+14.01%
the unhedgeable market factor
Predicted vs actual (248 rows, sorted by pred)
| token | name | chain | anchor px | pred px ▴ | pred Δ | actual px | actual Δ | alpha err | hit | β90d | vol 30d | target |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NIM | Nimiq | native | 0.001552 | 0.001366 | -12.03% | 0.001169 | -24.70% | 0.2524 | ✓ | 0.74 | 21k | 2023-07-01 |
| XCN | Onyxcoin | Ethereum | 0.00174 | 0.001542 | -11.36% | 0.00118 | -32.18% | 0.4062 | ✓ | 1.05 | 126k | 2023-07-01 |
| ZRX | 0x Protocol | Ethereum | 0.218902 | 0.194105 | -11.33% | 0.220136 | +0.56% | 0.0376 | ✓ | 1.25 | 176k | 2023-07-01 |
| COTI | COTI | Ethereum | 0.0689 | 0.061382 | -10.91% | 0.0533 | -22.64% | 0.2688 | ✓ | 0.97 | 95k | 2023-07-01 |
| HFT | Hashflow | Ethereum | 0.4505 | 0.401565 | -10.86% | 0.3826 | -15.07% | 0.1613 | ✓ | 0.86 | 442k | 2023-07-01 |
| BICO | Biconomy | Ethereum | 0.2766 | 0.246874 | -10.75% | 0.247 | -10.70% | 0.1255 | ✓ | 0.96 | 27k | 2023-07-01 |
| AUDIO | Audius | Ethereum | 0.2373 | 0.212431 | -10.48% | 0.1843 | -22.33% | 0.2905 | ✓ | 1.13 | 38k | 2023-07-01 |
| BLUR | Blur | Ethereum | 0.4746 | 0.424905 | -10.47% | 0.3497 | -26.32% | 0.4199 | ✓ | 1.72 | 2.4M | 2023-07-01 |
| 1INCH | 1INCH | Ethereum | 0.369 | 0.33046 | -10.44% | 0.333 | -9.76% | 0.1244 | ✓ | 1.01 | 60k | 2023-07-01 |
| ID | SPACE ID | Ethereum | 0.45777 | 0.41206 | -9.99% | 0.2869 | -37.33% | 0.5792 | ✓ | 1.66 | 23.1M | 2023-07-01 |
| CTSI | Cartesi | Ethereum | 0.1811 | 0.163237 | -9.86% | 0.1538 | -15.07% | 0.2404 | ✓ | 1.38 | 365k | 2023-07-01 |
| ALEPH | Aleph Cloud | Ethereum | 0.0834 | 0.075191 | -9.84% | 0.0766 | -8.15% | 0.0207 | ✓ | 0.30 | 14k | 2023-07-01 |
| DIMO | DIMO | Ethereum | 0.1893 | 0.171334 | -9.49% | 0.11751 | -37.92% | 0.5944 | ✓ | 1.66 | 161k | 2023-07-01 |
| RDNT | Radiant Capital | Ethereum | 0.29998 | 0.271611 | -9.46% | 0.28991 | -3.36% | 0.1327 | ✓ | 1.51 | 839k | 2023-07-01 |
| C98 | Coin98 | Ethereum | 0.1892 | 0.171812 | -9.19% | 0.1607 | -15.06% | 0.2563 | ✓ | 1.45 | 13k | 2023-07-01 |
| PROM | Prom | Ethereum | 4.23 | 3.8443 | -9.12% | 4.02 | -4.96% | 0.0457 | ✓ | 0.69 | 160k | 2023-07-01 |
| STEEM | Steem | native | 0.1805 | 0.164046 | -9.12% | 0.1866 | +3.38% | 0.0153 | ✓ | 0.87 | 190k | 2023-07-01 |
| GMX | GMX | Arbitrum | 53.76 | 48.9007 | -9.04% | 57.94 | +7.78% | 0.0062 | ✓ | 1.25 | 59k | 2023-07-01 |
| GODS | Gods Unchained | Ethereum | 0.15841 | 0.144295 | -8.91% | 0.14319 | -9.61% | 0.1410 | ✓ | 1.02 | 26k | 2023-07-01 |
| SPA | Sperax | Ethereum | 0.00761 | 0.006937 | -8.85% | 0.005599 | -26.43% | 0.3453 | ✓ | 1.00 | 301k | 2023-07-01 |
| WOO | WOO | Ethereum | 0.2242 | 0.204409 | -8.83% | 0.2491 | +11.11% | 0.0235 | ✓ | 1.33 | 20k | 2023-07-01 |
| ENJ | Enjin Coin | Ethereum | 0.33 | 0.300946 | -8.80% | 0.317 | -3.94% | 0.0942 | ✓ | 1.11 | 9,401 | 2023-07-01 |
| CERE | Cere Network | Ethereum | 0.004268 | 0.003895 | -8.74% | 0.003339 | -21.77% | 0.1950 | ✓ | 0.31 | 56k | 2023-07-01 |
| UOS | Ultra | Ethereum | 0.19371 | 0.1768 | -8.73% | 0.1904 | -1.71% | 0.0102 | ✓ | 0.64 | 171k | 2023-07-01 |
| SAND | The Sandbox | Ethereum | 0.5537 | 0.50586 | -8.64% | 0.4635 | -16.29% | 0.2330 | ✓ | 1.11 | 366k | 2023-07-01 |
| INJ | Injective | Ethereum | 7.307 | 6.6763 | -8.63% | 8.865 | +21.32% | 0.0805 | ✓ | 1.55 | 2.1M | 2023-07-01 |
| AVAX | Avalanche | Avalanche | 14.1 | 12.892 | -8.57% | 13 | -7.80% | 0.1325 | ✓ | 1.07 | 4.6M | 2023-07-01 |
| QKC | QuarkChain | Ethereum | 0.008741 | 0.00801 | -8.37% | 0.00896 | +2.51% | 0.0038 | ✓ | 0.83 | 101k | 2023-07-01 |
| JUV | Juventus Fan Token | Solana | 2.406 | 2.2117 | -8.08% | 2.234 | -7.15% | 0.0644 | ✓ | 0.57 | 1.1M | 2023-07-01 |
| SUPER | SuperVerse | Ethereum | 0.14301 | 0.131588 | -7.99% | 0.11317 | -20.87% | 0.2926 | ✓ | 1.08 | 221k | 2023-07-01 |
| DEXE | DeXe | Ethereum | 2.432 | 2.2382 | -7.97% | 2.084 | -14.31% | 0.1631 | ✓ | 0.70 | 147k | 2023-07-01 |
| PORTO | FC Porto | Binance Smart Chain | 2.3165 | 2.1334 | -7.90% | 1.8833 | -18.70% | 0.1949 | ✓ | 0.54 | 932k | 2023-07-01 |
| IDEX | IDEX | Ethereum | 0.077 | 0.070923 | -7.89% | 0.05984 | -22.29% | 0.3056 | ✓ | 1.03 | 8,303 | 2023-07-01 |
| SPELL | Spell | Ethereum | 0.0005796 | 0.000533882 | -7.89% | 0.000482 | -16.84% | 0.2427 | ✓ | 1.07 | 175k | 2023-07-01 |
| MAGIC | Treasure | Ethereum | 0.9369 | 0.863353 | -7.85% | 0.8626 | -7.93% | 0.2157 | ✓ | 1.64 | 604k | 2023-07-01 |
| OGN | Origin Token | Ethereum | 0.09669 | 0.089187 | -7.76% | 0.08194 | -15.25% | 0.2387 | ✓ | 1.17 | 45k | 2023-07-01 |
| HIVE | Hive | native | 0.3396 | 0.31329 | -7.75% | 0.3356 | -1.18% | 0.0529 | ✓ | 0.93 | 250k | 2023-07-01 |
| ALPINE | Alpine F1 Team Fan Token | Binance Smart Chain | 2.3686 | 2.1851 | -7.75% | 1.9284 | -18.58% | 0.2188 | ✓ | 0.72 | 1.7M | 2023-07-01 |
| HIGH | Highstreet | Ethereum | 2.015 | 1.8593 | -7.73% | 1.27 | -36.97% | 0.5684 | ✓ | 1.43 | 294k | 2023-07-01 |
| AGI | Delysium | Ethereum | 0.124469 | 0.114895 | -7.69% | 0.058793 | -52.76% | 0.8551 | ✓ | 1.41 | 73k | 2023-07-01 |
| RIF | Rootstock Infrastructure Framework | Ethereum | 0.1186 | 0.109612 | -7.58% | 0.0984 | -17.03% | 0.3419 | ✓ | 1.78 | 3.3M | 2023-07-01 |
| OXT | Orchid Protocol | Ethereum | 0.0651 | 0.060181 | -7.56% | 0.0521 | -19.97% | 0.2307 | ✓ | 0.66 | 38k | 2023-07-01 |
| ORBS | Orbs | Ethereum | 0.02459 | 0.022737 | -7.54% | 0.02442 | -0.69% | 0.0221 | ✓ | 0.71 | 2,165 | 2023-07-01 |
| VRA | Verasity | Ethereum | 0.004894 | 0.004527 | -7.51% | – | pending | – | – | 1.00 | 2,514 | 2023-07-01 |
| SANTOS | Santos FC Fan Token | Binance Smart Chain | 4.096 | 3.7885 | -7.51% | 3.099 | -24.34% | 0.2841 | ✓ | 0.63 | 1.4M | 2023-07-01 |
| TKO | Tokocrypto | Binance Smart Chain | 0.2923 | 0.270459 | -7.47% | 0.2599 | -11.08% | 0.1612 | ✓ | 0.93 | 596k | 2023-07-01 |
| FLOW | Flow | native | 0.72 | 0.666518 | -7.43% | 0.705 | -2.08% | 0.0824 | ✓ | 1.06 | 182k | 2023-07-01 |
| ILV | Illuvium | Ethereum | 54.85 | 50.8124 | -7.36% | 46.54 | -15.15% | 0.2189 | ✓ | 1.00 | 85k | 2023-07-01 |
| LPT | Livepeer | Ethereum | 5.02 | 4.6518 | -7.33% | 4.74 | -5.58% | 0.1381 | ✓ | 1.20 | 57k | 2023-07-01 |
| SUN | Sun Token | Tron | 0.005861 | 0.005433 | -7.30% | 0.005612 | -4.26% | 0.0425 | ✓ | 0.57 | 272 | 2023-07-01 |
| LRC | Loopring | Ethereum | 0.273 | 0.253122 | -7.28% | 0.2378 | -12.89% | 0.2332 | ✓ | 1.30 | 11k | 2023-07-01 |
| LQTY | Liquity | Ethereum | 1.2186 | 1.1301 | -7.27% | – | pending | – | – | 1.00 | 59 | 2023-07-01 |
| CHR | Chromia | Ethereum | 0.1533 | 0.142196 | -7.24% | 0.1317 | -14.09% | 0.2158 | ✓ | 1.06 | 252 | 2023-07-01 |
| RAD | Radworks | Ethereum | 1.81 | 1.6797 | -7.20% | 1.62 | -10.50% | 0.1420 | ✓ | 0.81 | 448k | 2023-07-01 |
| LCX | LCX | Ethereum | 0.0545 | 0.050581 | -7.19% | 0.068 | +24.77% | 0.1827 | ✗ | 0.86 | 140k | 2023-07-01 |
| BTT | BitTorrent | Ethereum | 5.90e-7 | 5.48e-7 | -7.08% | 4.70e-7 | -20.34% | 0.2002 | ✓ | 0.35 | 5,440 | 2023-07-01 |
| XVG | Verge | native | 0.001906 | 0.001772 | -7.05% | 0.002382 | +24.97% | 0.1829 | ✗ | 0.86 | 349k | 2023-07-01 |
| BAND | Band | Ethereum | 1.403 | 1.3043 | -7.03% | 1.29 | -8.05% | 0.1675 | ✓ | 1.19 | 64k | 2023-07-01 |
| GNS | Syli | 4.866 | 4.5249 | -7.01% | 4.333 | -10.95% | 0.1970 | ✓ | 1.17 | 1.0M | 2023-07-01 | |
| BTTC | BTTC | 5.90e-7 | 5.49e-7 | -6.99% | 4.80e-7 | -18.64% | 0.1863 | ✓ | 0.40 | 639k | 2023-07-01 | |
| EWT | Energy Web Token | Ethereum | 2.877 | 2.6762 | -6.98% | 2.885 | +0.28% | 0.0083 | ✓ | 0.64 | 92k | 2023-07-01 |
| LAZIO | Lazio Fan Token | Binance Smart Chain | 2.4124 | 2.2446 | -6.96% | 2.0375 | -15.54% | 0.1767 | ✓ | 0.61 | 931k | 2023-07-01 |
| BRISE | Bitgert | Ethereum | 2.75e-7 | 2.56e-7 | -6.94% | 2.50e-7 | -9.30% | 0.1222 | ✓ | 0.73 | 368k | 2023-07-01 |
| LMWR | LimeWire | Ethereum | 0.1429 | 0.133003 | -6.93% | 0.077 | -46.12% | 0.6777 | ✓ | 1.00 | 89k | 2023-07-01 |
| GLM | Golem | Ethereum | 0.2032 | 0.189182 | -6.90% | 0.1879 | -7.53% | 0.1203 | ✓ | 0.87 | 7,170 | 2023-07-01 |
| STX | Stacks | native | 0.5975 | 0.556592 | -6.85% | 0.6992 | +17.02% | 0.0035 | ✓ | 1.77 | 1.3M | 2023-07-01 |
| UMA | UMA | Ethereum | 1.918 | 1.7869 | -6.83% | 1.636 | -14.70% | 0.2015 | ✓ | 0.86 | 253k | 2023-07-01 |
| WAXL | Wrapped Axelar | native | 0.4483 | 0.417666 | -6.83% | 0.3899 | -13.03% | 0.1235 | ✓ | 0.42 | 46k | 2023-07-01 |
| ROSE | Oasis | Binance Smart Chain | 0.0528 | 0.049213 | -6.79% | 0.05156 | -2.35% | 0.1413 | ✓ | 1.43 | 182k | 2023-07-01 |
| ACH | Alchemy Pay | Ethereum | 0.029525 | 0.027521 | -6.79% | 0.020239 | -31.45% | 0.5105 | ✓ | 1.55 | 1.7M | 2023-07-01 |
| EGLD | MultiversX | native | 36.9 | 34.4051 | -6.76% | 35.44 | -3.96% | 0.0657 | ✓ | 0.73 | 53k | 2023-07-01 |
| ENS | Ethereum Name Service | Ethereum | 9.98 | 9.3074 | -6.74% | 9.46 | -5.21% | 0.1158 | ✓ | 1.01 | 74k | 2023-07-01 |
| GITCOIN | GITCOIN | 1.3533 | 1.2622 | -6.73% | 1.1486 | -15.13% | 0.2485 | ✓ | 1.18 | 13k | 2023-07-01 | |
| VSYS | V.SYSTEMS | native | 0.001376 | 0.001284 | -6.68% | 0.001131 | -17.81% | 0.2291 | ✓ | 0.78 | 9,290 | 2023-07-01 |
| ARB | Arbitrum | Ethereum | 1.1468 | 1.0704 | -6.66% | 1.1519 | +0.44% | 0.1259 | ✓ | 1.52 | 3.4M | 2023-07-01 |
| MINA | Mina Protocol | native | 0.532 | 0.496611 | -6.65% | 0.495 | -6.95% | 0.1885 | ✓ | 1.41 | 91k | 2023-07-01 |
| QI | BENQI | Avalanche | 0.007316 | 0.006831 | -6.63% | 0.006138 | -16.10% | 0.2581 | ✓ | 1.15 | 35k | 2023-07-01 |
| SKL | SKALE | Ethereum | 0.033 | 0.030815 | -6.62% | 0.0281 | -14.85% | 0.2554 | ✓ | 1.24 | 244k | 2023-07-01 |
| CKB | Nervos Network | native | 0.003582 | 0.003349 | -6.51% | – | pending | – | – | 1.00 | 1,031 | 2023-07-01 |
| KAVA | Kava | Binance Smart Chain | 1.0013 | 0.936206 | -6.50% | 0.9532 | -4.80% | 0.1020 | ✓ | 0.91 | 350k | 2023-07-01 |
| DYDX | dYdX | Cosmos | 2.012 | 1.882 | -6.46% | 2.102 | +4.47% | 0.0707 | ✓ | 1.38 | 51k | 2023-07-01 |
| PSG | Paris Saint-Germain Fan Token | Solana | 3.99 | 3.7323 | -6.46% | 3.38 | -15.29% | 0.1503 | ✓ | 0.39 | 527k | 2023-07-01 |
| OMG | OMG Network | Ethereum | 0.75109 | 0.702845 | -6.42% | 0.672391 | -10.48% | 0.2187 | ✓ | 1.33 | 47k | 2023-07-01 |
| APT | Aptos | Aptos | 8.56 | 8.0114 | -6.41% | 7.4 | -13.55% | 0.2161 | ✓ | 1.04 | 789k | 2023-07-01 |
| T | Threshold Network | Ethereum | 0.02499 | 0.023403 | -6.35% | 0.02348 | -6.04% | 0.1268 | ✓ | 0.99 | 33k | 2023-07-01 |
| JASMY | JasmyCoin | Ethereum | 0.00456 | 0.004271 | -6.34% | 0.0042 | -7.89% | 0.1980 | ✓ | 1.38 | 2.4M | 2023-07-01 |
| ARPA | ARPA | Ethereum | 0.0655 | 0.061361 | -6.32% | 0.0556 | -15.11% | 0.1918 | ✓ | 0.71 | 388k | 2023-07-01 |
| FIL | Filecoin | Filecoin | 4.698 | 4.4025 | -6.29% | 4.108 | -12.56% | 0.2426 | ✓ | 1.32 | 1.6M | 2023-07-01 |
| DUSK | DUSK | Ethereum | 0.1449 | 0.135804 | -6.28% | 0.1243 | -14.22% | 0.2582 | ✓ | 1.29 | 1.0M | 2023-07-01 |
| NEAR | NEAR Protocol | NEAR | 1.546 | 1.4491 | -6.27% | 1.484 | -4.01% | 0.1166 | ✓ | 1.07 | 304k | 2023-07-01 |
| AUCTION | Bounce | Ethereum | 4.74 | 4.4438 | -6.25% | 3.97 | -16.24% | 0.2284 | ✓ | 0.88 | 17k | 2023-07-01 |
| CITY | Manchester City Fan Token | Solana | 5.12 | 4.8018 | -6.21% | 3.04 | -40.62% | 0.5021 | ✓ | 0.34 | 1.9M | 2023-07-01 |
| CRV | Curve DAO | Ethereum | 0.8126 | 0.762172 | -6.21% | 0.7785 | -4.20% | 0.1124 | ✓ | 1.02 | 1.6M | 2023-07-01 |
| SOL | Solana | Solana | 20.51 | 19.2452 | -6.17% | 18.7 | -8.82% | 0.1684 | ✓ | 1.06 | 17.7M | 2023-07-01 |
| WAXP | WAX | Ethereum | 0.052676 | 0.049435 | -6.15% | – | pending | – | – | 1.00 | 187 | 2023-07-01 |
| ONG | Ontology Gas | native | 0.24102 | 0.226297 | -6.11% | – | pending | – | – | 1.00 | 25 | 2023-07-01 |
| QUICK | Quickswap | Ethereum | 55.929 | 52.5172 | -6.10% | 52.837 | -5.53% | 0.1250 | ✓ | 1.00 | 13 | 2023-07-01 |
| ALGO | Algorand | Algorand | 0.1483 | 0.139364 | -6.03% | 0.128 | -13.69% | 0.2288 | ✓ | 1.10 | 2.0M | 2023-07-01 |
| XVS | Venus | Ethereum | 4.87 | 4.5773 | -6.01% | 4.12 | -15.40% | 0.2240 | ✓ | 0.91 | 887k | 2023-07-01 |
| ATM | Atletico Madrid Fan Token | Solana | 2.687 | 2.5263 | -5.98% | 2.443 | -9.08% | 0.1017 | ✓ | 0.52 | 554k | 2023-07-01 |
| KNC | Kyber Network Crystal | Ethereum | 0.6082 | 0.571835 | -5.98% | 0.5689 | -6.46% | 0.1570 | ✓ | 1.16 | 50k | 2023-07-01 |
| CWEB | Coinweb | Ethereum | 0.02725 | 0.025623 | -5.97% | 0.023858 | -12.45% | 0.1094 | ✓ | 0.29 | 17k | 2023-07-01 |
| OG | OG Fan Token | Solana | 5.404 | 5.0822 | -5.96% | 4.356 | -19.39% | 0.1932 | ✓ | 0.30 | 5.9M | 2023-07-01 |
| RLC | iExec RLC | Ethereum | 1.5161 | 1.4259 | -5.95% | 1.3535 | -10.72% | 0.1918 | ✓ | 1.07 | 179k | 2023-07-01 |
| LDO | Lido DAO | Ethereum | 2.083 | 1.9591 | -5.95% | 2.136 | +2.54% | 0.0648 | ✓ | 1.15 | 2.6M | 2023-07-01 |
| BORA | BORA | Klay Token | 0.15229 | 0.14324 | -5.94% | 0.14159 | -7.03% | 0.1093 | ✓ | 0.75 | 9,282 | 2023-07-01 |
| XTZ | Tezos | Tezos | 0.8878 | 0.83531 | -5.91% | 0.8266 | -6.89% | 0.1303 | ✓ | 0.91 | 71k | 2023-07-01 |
| ACM | AC Milan Fan Token | Solana | 2.258 | 2.1248 | -5.90% | 1.943 | -13.95% | 0.1528 | ✓ | 0.48 | 808k | 2023-07-01 |
| MASK | Mask Network | Ethereum | 4.19 | 3.9436 | -5.88% | 3.52 | -15.99% | 0.3292 | ✓ | 1.64 | 354k | 2023-07-01 |
| BAR | FC Barcelona Fan Token | Solana | 3.17 | 2.9836 | -5.88% | 2.38 | -24.92% | 0.2684 | ✓ | 0.32 | 826k | 2023-07-01 |
| CBETH | Coinbase Wrapped Staked ETH | Ethereum | 1,929.60 | 1,816.46 | -5.86% | 1,999.32 | +3.61% | 0.0181 | ✓ | 0.87 | 956k | 2023-07-01 |
| AGLD | Adventure Gold | Ethereum | 0.4547 | 0.428108 | -5.85% | 0.5842 | +28.48% | 0.1492 | ✗ | 1.23 | 64k | 2023-07-01 |
| CELR | Celer Network | Ethereum | 0.019771 | 0.018619 | -5.83% | 0.016785 | -15.10% | 0.2766 | ✓ | 1.32 | 2,838 | 2023-07-01 |
| ATOM | Cosmos Hub | Cosmos | 10.336 | 9.7341 | -5.82% | 9.565 | -7.46% | 0.1132 | ✓ | 0.73 | 2.7M | 2023-07-01 |
| NAKA | Nakamoto Games | Polygon | 0.22516 | 0.212126 | -5.79% | 0.44459 | +97.46% | 0.5711 | ✗ | 1.29 | 768k | 2023-07-01 |
| SYN | Synapse | Ethereum | 0.6452 | 0.608044 | -5.76% | 0.71 | +10.04% | 0.0008 | ✓ | 1.19 | 20k | 2023-07-01 |
| RPL | Rocket Pool | Ethereum | 48.77 | 45.9977 | -5.68% | 37.66 | -22.78% | 0.3510 | ✓ | 1.15 | 146k | 2023-07-01 |
| HOT | Holo | Ethereum | 0.001593 | 0.001503 | -5.62% | 0.001392 | -12.59% | 0.2079 | ✓ | 1.00 | 28 | 2023-07-01 |
| XCH | Chia | native | 33.559 | 31.6739 | -5.62% | – | pending | – | – | 1.00 | 35 | 2023-07-01 |
| LTC | Litecoin | Litecoin | 94.23 | 88.9648 | -5.59% | 107.12 | +13.68% | 0.0539 | ✓ | 1.01 | 15.4M | 2023-07-01 |
| FORT | Forta | Ethereum | 0.1489 | 0.140583 | -5.59% | 0.1355 | -9.00% | 0.0659 | ✓ | 0.22 | 379k | 2023-07-01 |
| POWR | Powerledger | Ethereum | 0.1509 | 0.142489 | -5.57% | 0.1491 | -1.19% | 0.0744 | ✓ | 0.91 | 8,964 | 2023-07-01 |
| DASH | Dash | Dash | 41.9 | 39.5702 | -5.56% | 38.1 | -9.07% | 0.1929 | ✓ | 1.18 | 89k | 2023-07-01 |
| ZEN | Horizen | Base | 8.06 | 7.6151 | -5.52% | 8.21 | +1.86% | 0.0829 | ✓ | 1.21 | 41k | 2023-07-01 |
| GRT | The Graph | Ethereum | 0.1282 | 0.121129 | -5.52% | 0.1054 | -17.78% | 0.3078 | ✓ | 1.29 | 2.5M | 2023-07-01 |
| METRONOME | METRONOME | 1.4203 | 1.346 | -5.23% | 1.3532 | -4.73% | 0.0801 | ✓ | 0.65 | 7,290 | 2023-07-01 | |
| API3 | Api3 | Ethereum | 1.232 | 1.1676 | -5.23% | 1.064 | -13.64% | 0.2504 | ✓ | 1.20 | 62k | 2023-07-01 |
| CRO | Cronos | Ethereum | 0.05859 | 0.055543 | -5.20% | – | pending | – | – | 1.00 | 4,882 | 2023-07-01 |
| ALICE | My Neighbor Alice | Ethereum | 1.272 | 1.2061 | -5.18% | 1.139 | -10.46% | 0.2065 | ✓ | 1.14 | 6,083 | 2023-07-01 |
| SUI | Sui | Sui | 0.9467 | 0.897852 | -5.16% | 0.6888 | -27.24% | 0.3962 | ✓ | 1.00 | 242k | 2023-07-01 |
| PEOPLE | ConstitutionDAO | Ethereum | 0.01741 | 0.016513 | -5.15% | 0.01371 | -21.25% | 0.3279 | ✓ | 1.08 | 2.3M | 2023-07-01 |
| CHZ | Chiliz | Ethereum | 0.1 | 0.09487 | -5.13% | 0.0799 | -20.10% | 0.2766 | ✓ | 0.80 | 168k | 2023-07-01 |
| RVN | Ravencoin | native | 0.020844 | 0.019775 | -5.13% | – | pending | – | – | 1.00 | 90 | 2023-07-01 |
| YFI | yearn.finance | Ethereum | 6,453.22 | 6,122.48 | -5.13% | 6,641.84 | +2.92% | 0.0601 | ✓ | 1.08 | 821k | 2023-07-01 |
| DODO | DODO | Ethereum | 0.128 | 0.121452 | -5.12% | 0.1014 | -20.78% | 0.3415 | ✓ | 1.23 | 1.2M | 2023-07-01 |
| CTK | Shentu | Osmosis | 0.719 | 0.682575 | -5.07% | 0.628 | -12.66% | 0.1624 | ✓ | 0.60 | 547k | 2023-07-01 |
| BONE | Bone ShibaSwap | Ethereum | 0.8098 | 0.768817 | -5.06% | – | pending | – | – | 1.00 | 424 | 2023-07-01 |
| COMP | Compound | Ethereum | 35.38 | 33.6018 | -5.03% | 52.56 | +48.56% | 0.3116 | ✗ | 1.04 | 385 | 2023-07-01 |
| FLR | Flare | Flare | 0.02311 | 0.021949 | -5.02% | 0.01466 | -36.56% | 0.4739 | ✓ | 0.54 | 191k | 2023-07-01 |
| DOT | Polkadot | Polkadot | 5.207 | 4.9462 | -5.01% | 5.348 | +2.71% | 0.0426 | ✓ | 0.92 | 2.8M | 2023-07-01 |
| IMX | Immutable | Ethereum | 0.7455 | 0.708403 | -4.98% | 0.7416 | -0.52% | 0.1696 | ✓ | 1.64 | 1.3M | 2023-07-01 |
| ZEC | Zcash | Zcash | 31.53 | 29.9712 | -4.94% | 34.04 | +7.96% | 0.0063 | ✓ | 1.02 | 432k | 2023-07-01 |
| AXS | Axie Infinity | Ethereum | 6.98 | 6.6356 | -4.93% | 6.49 | -7.02% | 0.1634 | ✓ | 1.08 | 179k | 2023-07-01 |
| BNT | Bancor Network | Ethereum | 0.4096 | 0.389733 | -4.85% | 0.3939 | -3.83% | 0.1128 | ✓ | 0.94 | 33k | 2023-07-01 |
| XEM | NEM | native | 0.032833 | 0.031249 | -4.83% | 0.030159 | -8.14% | 0.1629 | ✓ | 0.97 | 25k | 2023-07-01 |
| SNX | Synthetix | Ethereum | 2.325 | 2.2134 | -4.80% | 2.294 | -1.33% | 0.1648 | ✓ | 1.53 | 444k | 2023-07-01 |
| TRX | TRON | Tron | 0.074737 | 0.071168 | -4.78% | 0.077303 | +3.43% | 0.0007 | ✓ | 0.64 | 242k | 2023-07-01 |
| ICP | Internet Computer | Ethereum | 4.675 | 4.4535 | -4.74% | 4.223 | -9.67% | 0.1956 | ✓ | 1.09 | 2.3M | 2023-07-01 |
| TWT | Trust Wallet | Binance Smart Chain | 1.0685 | 1.018 | -4.73% | 0.8769 | -17.93% | 0.2289 | ✓ | 0.61 | 1.5M | 2023-07-01 |
| BEL | Bella Protocol | Ethereum | 0.7741 | 0.737527 | -4.72% | 0.6845 | -11.57% | 0.2093 | ✓ | 1.03 | 3.9M | 2023-07-01 |
| MOVR | Moonriver | Base | 6.3078 | 6.0124 | -4.68% | 5.7125 | -9.44% | 0.1793 | ✓ | 0.98 | 11k | 2023-07-01 |
| PYR | Vulcan Forged | Ethereum | 3.373 | 3.215 | -4.68% | 3.228 | -4.30% | 0.1096 | ✓ | 0.87 | 127k | 2023-07-01 |
| XYO | XYO Network | Ethereum | 0.00401 | 0.003823 | -4.67% | 0.00374 | -6.73% | 0.1070 | ✓ | 0.65 | 126k | 2023-07-01 |
| POKT | Pocket Network | Ethereum | 0.0282 | 0.026898 | -4.62% | 0.0315 | +11.70% | 0.0839 | ✗ | 0.56 | 93k | 2023-07-01 |
| PRO | Propy | Ethereum | 0.3274 | 0.3124 | -4.58% | 0.2757 | -15.79% | 0.1672 | ✓ | 0.32 | 15k | 2023-07-01 |
| TRB | Tellor Tributes | Ethereum | 11.49 | 10.9643 | -4.58% | 11.06 | -3.74% | 0.1405 | ✓ | 1.14 | 37k | 2023-07-01 |
| PHA | PHALA | Ethereum | 0.1304 | 0.124487 | -4.53% | 0.1035 | -20.63% | 0.2849 | ✓ | 0.76 | 9,993 | 2023-07-01 |
| BAT | Basic Attention | Ethereum | 0.21295 | 0.203412 | -4.48% | 0.20823 | -2.22% | 0.1234 | ✓ | 1.12 | 13k | 2023-07-01 |
| RUNE | THORChain | THORChain | 1.137 | 1.0861 | -4.47% | 1.062 | -6.60% | 0.1688 | ✓ | 1.12 | 31k | 2023-07-01 |
| FET | Artificial Superintelligence Alliance | Ethereum | 0.262 | 0.250317 | -4.46% | 0.2372 | -9.47% | 0.2341 | ✓ | 1.38 | 150k | 2023-07-01 |
| LINK | Chainlink | Ethereum | 6.348 | 6.0656 | -4.45% | 6.505 | +2.47% | 0.0569 | ✓ | 0.97 | 5.0M | 2023-07-01 |
| ASR | AS Roma Fan Token | Solana | 2.6 | 2.4873 | -4.34% | 2.434 | -6.38% | 0.0782 | ✓ | 0.43 | 1.3M | 2023-07-01 |
| UNI | Uniswap | Ethereum | 4.982 | 4.7666 | -4.32% | 5.587 | +12.14% | 0.0434 | ✓ | 0.88 | 1.1M | 2023-07-01 |
| JOE | JOE | Arbitrum | 0.43805 | 0.419112 | -4.32% | – | pending | – | – | 1.00 | 284 | 2023-07-01 |
| ETC | Ethereum Classic | native | 17.83 | 17.0669 | -4.28% | 20.88 | +17.11% | 0.0863 | ✗ | 0.88 | 820k | 2023-07-01 |
| DKA | dKargo | Ethereum | 0.03028 | 0.02899 | -4.26% | 0.02793 | -7.76% | 0.1369 | ✓ | 0.76 | 7,467 | 2023-07-01 |
| ELA | Elastos | Ethereum | 1.671 | 1.6002 | -4.24% | 1.378 | -17.53% | 0.2310 | ✓ | 0.62 | 10k | 2023-07-01 |
| KSM | Kusama | Hydration | 26.29 | 25.1763 | -4.24% | 26.24 | -0.19% | 0.0973 | ✓ | 1.06 | 87k | 2023-07-01 |
| NANO | nanopay | Base | 0.776308 | 0.743462 | -4.23% | 0.733922 | -5.46% | 0.1244 | ✓ | 0.85 | 35k | 2023-07-01 |
| IOTA | IOTA | IOTA | 0.1997 | 0.191284 | -4.21% | 0.1864 | -6.66% | 0.1466 | ✓ | 0.92 | 1.8M | 2023-07-01 |
| XPR | XPR Network | Ethereum | 0.001006 | 0.00096398 | -4.18% | 0.000989 | -1.69% | 0.0801 | ✓ | 0.81 | 538k | 2023-07-01 |
| TLM | Alien Worlds | Ethereum | 0.01522 | 0.014588 | -4.16% | 0.01182 | -22.34% | 0.3511 | ✓ | 1.07 | 692 | 2023-07-01 |
| AVT | Aventus | Ethereum | 1.05 | 1.007 | -4.09% | 0.98 | -6.67% | 0.0132 | ✓ | -0.11 | 25k | 2023-07-01 |
| ADA | Cardano | Cardano | 0.3645 | 0.349872 | -4.01% | 0.2925 | -19.75% | 0.2881 | ✓ | 0.83 | 9.8M | 2023-07-01 |
| FIDA | Bonfida | Solana | 0.333 | 0.319914 | -3.93% | 0.237 | -28.83% | 0.4131 | ✓ | 0.86 | 1,726 | 2023-07-01 |
| SUSHI | Sushi | Ethereum | 0.8345 | 0.801817 | -3.92% | 0.6903 | -17.28% | 0.2880 | ✓ | 1.05 | 558k | 2023-07-01 |
| USTC | TerraClassicUSD | Terra | 0.013324 | 0.012803 | -3.91% | 0.01242 | -6.79% | 0.1307 | ✓ | 0.77 | 1.4M | 2023-07-01 |
| NMR | Numeraire | Ethereum | 14.35 | 13.7901 | -3.90% | 13.56 | -5.51% | 0.1205 | ✓ | 0.79 | 78k | 2023-07-01 |
| SWFTC | SWFTCOIN | Ethereum | 0.00112 | 0.001076 | -3.89% | 0.00144 | +28.57% | 0.2545 | ✗ | 0.28 | 187k | 2023-07-01 |
| AMP | Amp | Ethereum | 0.00255 | 0.002451 | -3.89% | 0.00206 | -19.22% | 0.2641 | ✓ | 0.69 | 352k | 2023-07-01 |
| MANA | Decentraland | Ethereum | 0.47275 | 0.454522 | -3.86% | 0.41962 | -11.24% | 0.2201 | ✓ | 1.07 | 102k | 2023-07-01 |
| NCT | PolySwarm | Ethereum | 0.00868 | 0.008347 | -3.84% | 0.01032 | +18.89% | 0.1649 | ✗ | 0.36 | 39k | 2023-07-01 |
| XEC | eCash | native | 0.00002417 | 0.000023243 | -3.84% | 0.00003681 | +52.30% | 0.3475 | ✗ | 0.86 | 637k | 2023-07-01 |
| METIS | Metis | Ethereum | 21.78 | 20.9456 | -3.83% | 20.81 | -4.45% | 0.1594 | ✓ | 1.17 | 47k | 2023-07-01 |
| SHIB | Shiba Inu | Ethereum | 0.00000848 | 0.000008156 | -3.82% | 0.00000765 | -9.79% | 0.1575 | ✓ | 0.71 | 148k | 2023-07-01 |
| XMR | Monero | Monero | 146.47 | 140.895 | -3.81% | 167.12 | +14.10% | 0.1045 | ✗ | 0.50 | 647k | 2023-07-01 |
| BTC | Bitcoin | Bitcoin | 26,828.42 | 25,815.72 | -3.77% | 30,587.21 | +14.01% | 0.0385 | ✗ | 1.00 | 301.2M | 2023-07-01 |
| GMT | GMT | Ethereum | 0.2575 | 0.247906 | -3.73% | 0.2325 | -9.71% | 0.2191 | ✓ | 1.18 | 88k | 2023-07-01 |
| POR | Portugal National Team Fan Token | Solana | 0.7924 | 0.763236 | -3.68% | 0.6606 | -16.63% | 0.2104 | ✓ | 0.50 | 10k | 2023-07-01 |
| ASTR | Astar | Ethereum | 0.0494 | 0.047596 | -3.65% | 0.0442 | -10.53% | 0.2277 | ✓ | 1.17 | 14k | 2023-07-01 |
| LSK | Lisk | Ethereum | 0.809585 | 0.780044 | -3.65% | 0.82638 | +2.07% | 0.0571 | ✓ | 0.88 | 16k | 2023-07-01 |
| IOST | IOST | Binance Smart Chain | 0.009117 | 0.008788 | -3.61% | – | pending | – | – | 1.00 | 9 | 2023-07-01 |
| GLMR | Moonbeam | Base | 0.273 | 0.263168 | -3.60% | 0.263 | -3.66% | 0.1185 | ✓ | 0.90 | 18k | 2023-07-01 |
| SC | Siacoin | native | 0.00311 | 0.002998 | -3.60% | 0.0033 | +6.11% | 0.0320 | ✓ | 0.98 | 16k | 2023-07-01 |
| CVC | Civic | Ethereum | 0.0837 | 0.080691 | -3.60% | 0.0852 | +1.79% | 0.0706 | ✓ | 0.95 | 33k | 2023-07-01 |
| REQ | Request | Ethereum | 0.08785 | 0.084736 | -3.54% | – | pending | – | – | 1.00 | 25 | 2023-07-01 |
| QTUM | Qtum | Qtum | 2.5862 | 2.495 | -3.53% | 2.9937 | +15.76% | 0.0390 | ✗ | 1.09 | 12k | 2023-07-01 |
| HBAR | Hedera | Hedera | 0.05024 | 0.048469 | -3.53% | 0.05076 | +1.04% | 0.0891 | ✓ | 1.03 | 927k | 2023-07-01 |
| XLM | Stellar | Stellar | 0.091219 | 0.088096 | -3.42% | 0.107362 | +17.70% | 0.1161 | ✗ | 0.62 | 4.0M | 2023-07-01 |
| ETH | Ethereum | Ethereum | 1,862.43 | 1,799.22 | -3.39% | 1,924.14 | +3.31% | 0.0457 | ✓ | 0.86 | 158.6M | 2023-07-01 |
| MBL | MovieBloc | Ontology | 0.00264 | 0.00255 | -3.39% | – | pending | – | – | 1.00 | 88 | 2023-07-01 |
| ELON | Dogelon Mars | Ethereum | 2.07e-7 | 2.00e-7 | -3.37% | – | pending | – | – | 1.00 | 1,419 | 2023-07-01 |
| NUM | Numbers Protocol | Ethereum | 0.041485 | 0.04009 | -3.36% | – | pending | – | – | 1.00 | 110 | 2023-07-01 |
| TFUEL | Theta Fuel | native | 0.041271 | 0.039902 | -3.32% | – | pending | – | – | 1.00 | 26 | 2023-07-01 |
| BCHSV | Bitcoin Cash SV | 32.318 | 31.2504 | -3.30% | 48.752 | +50.85% | 0.3490 | ✗ | 0.73 | 325k | 2023-07-01 | |
| NEXO | NEXO | Ethereum | 0.668 | 0.646629 | -3.20% | 0.643 | -3.74% | 0.0777 | ✓ | 0.55 | 543k | 2023-07-01 |
| DGB | DigiByte | native | 0.007634 | 0.00739 | -3.19% | – | pending | – | – | 1.00 | 230 | 2023-07-01 |
| AXL | Axelar | Ethereum | 0.4483 | 0.434076 | -3.17% | 0.39 | -13.00% | 0.1671 | ✓ | 0.46 | 45k | 2023-07-01 |
| QNT | Quant | Ethereum | 115.76 | 112.1365 | -3.13% | 111.78 | -3.44% | 0.0936 | ✓ | 0.69 | 1.3M | 2023-07-01 |
| INDEX | The Index | Robinhood | 1.53 | 1.4828 | -3.08% | 1.35 | -11.76% | 0.1406 | ✓ | 0.36 | 14k | 2023-07-01 |
| APE | ApeCoin | Ethereum | 3.07 | 2.9756 | -3.07% | 2.266 | -26.19% | 0.3886 | ✓ | 0.89 | 1.2M | 2023-07-01 |
| GALA | GALA | Ethereum | 0.0298 | 0.028895 | -3.04% | 0.0255 | -14.43% | 0.2901 | ✓ | 1.26 | 712k | 2023-07-01 |
| LEO | LEO Token | Ethereum | 3.5201 | 3.4149 | -2.99% | 4.1779 | +18.69% | 0.1945 | ✗ | 0.05 | 98k | 2023-07-01 |
| ANKR | Ankr Network | Ethereum | 0.02512 | 0.024377 | -2.96% | 0.02359 | -6.09% | 0.1980 | ✓ | 1.26 | 19k | 2023-07-01 |
| MED | Medibloc | Osmosis | 0.012804 | 0.012426 | -2.95% | 0.01127 | -11.98% | 0.1630 | ✓ | 0.50 | 7,636 | 2023-07-01 |
| SLP | Smooth Love Potion | Ethereum | 0.002146 | 0.002084 | -2.89% | – | pending | – | – | 1.00 | 22 | 2023-07-01 |
| YGG | Yield Guild Games | Ethereum | 0.187 | 0.181646 | -2.86% | 0.157 | -16.04% | 0.3010 | ✓ | 1.18 | 3,567 | 2023-07-01 |
| CELL | Cellframe | Ethereum | 0.1851 | 0.179838 | -2.84% | 0.1729 | -6.59% | 0.1614 | ✓ | 0.93 | 33k | 2023-07-01 |
| DNT | district0x | Ethereum | 0.0282 | 0.02744 | -2.69% | 0.0266 | -5.67% | 0.0684 | ✓ | 0.28 | 54k | 2023-07-01 |
| ORCA | Orca | Solana | 0.6363 | 0.619395 | -2.66% | 0.575 | -9.63% | 0.1438 | ✓ | 0.53 | 33k | 2023-07-01 |
| DOGE | Dogecoin | Dogecoin | 0.071412 | 0.069521 | -2.65% | 0.068548 | -4.01% | 0.1180 | ✓ | 0.79 | 2.2M | 2023-07-01 |
| GTC | Gitcoin | Ethereum | 1.35 | 1.3145 | -2.63% | 1.14 | -15.56% | 0.2992 | ✓ | 1.20 | 50k | 2023-07-01 |
| XYM | Symbol | native | 0.028655 | 0.027908 | -2.61% | 0.029498 | +2.94% | 0.0094 | ✓ | 0.49 | 14k | 2023-07-01 |
| TRAC | OriginTrail | Ethereum | 0.2595 | 0.252733 | -2.61% | 0.2447 | -5.70% | 0.1688 | ✓ | 1.04 | 84k | 2023-07-01 |
| KCS | KuCoin | native | 7.304 | 7.1148 | -2.59% | 6.668 | -8.71% | 0.1366 | ✓ | 0.55 | 572k | 2023-07-01 |
| RARE | SuperRare | Ethereum | 0.0918 | 0.089423 | -2.59% | 0.0697 | -24.07% | 0.3617 | ✓ | 0.86 | 13k | 2023-07-01 |
| AERGO | Aergo [OLD] | Ethereum | 0.1124 | 0.109499 | -2.58% | 0.1035 | -7.92% | 0.1828 | ✓ | 0.96 | 23k | 2023-07-01 |
| AIOZ | AIOZ Network | Ethereum | 0.0165 | 0.016096 | -2.45% | 0.0146 | -11.52% | 0.2044 | ✓ | 0.82 | 32k | 2023-07-01 |
| BFC | Bifrost | Ethereum | 0.05116 | 0.049932 | -2.40% | 0.04681 | -8.50% | 0.1173 | ✓ | 0.40 | 9,062 | 2023-07-01 |
| OPTIM | Optimism | 1.386 | 1.353 | -2.38% | 1.345 | -2.96% | 0.1794 | ✓ | 1.32 | 2.4M | 2023-07-01 | |
| PNG | Pangolin | Avalanche | 0.02931 | 0.028649 | -2.26% | 0.0256 | -12.66% | 0.2721 | ✓ | 1.22 | 36k | 2023-07-01 |
| ASM | Assemble AI | Ethereum | 0.00919 | 0.008988 | -2.20% | 0.00908 | -1.20% | 0.0675 | ✓ | 0.59 | 27k | 2023-07-01 |
| POND | Marlin | Ethereum | 0.009022 | 0.008832 | -2.10% | 0.007879 | -12.67% | 0.2259 | ✓ | 0.85 | 1,939 | 2023-07-01 |
| GT | Gate | Ethereum | 4.1652 | 4.079 | -2.07% | 4.335 | +4.08% | 0.0292 | ✓ | 0.69 | 341k | 2023-07-01 |
| BCH | Bitcoin Cash | Bitcoin Cash | 113.39 | 111.0848 | -2.03% | 291.31 | +156.91% | 0.8598 | ✗ | 0.80 | 1.8M | 2023-07-01 |
| DIA | DIA | Ethereum | 0.29094 | 0.285503 | -1.87% | 0.24924 | -14.33% | 0.2545 | ✓ | 0.90 | 12k | 2023-07-01 |
| PUNDIX | Pundi X | Ethereum | 0.3793 | 0.372534 | -1.78% | 0.3802 | +0.24% | 0.0952 | ✓ | 0.88 | 1,960 | 2023-07-01 |
| BOBA | Boba Network | Ethereum | 0.1619 | 0.159254 | -1.63% | 0.1323 | -18.28% | 0.3104 | ✓ | 0.95 | 16k | 2023-07-01 |
| AURORA | Aurora | Ethereum | 0.107 | 0.105416 | -1.48% | 0.085 | -20.56% | 0.3292 | ✓ | 0.87 | 35k | 2023-07-01 |
| CBK | Cobak | Ethereum | 0.54823 | 0.540805 | -1.35% | 0.56016 | +2.18% | 0.0512 | ✓ | 0.66 | 7,521 | 2023-07-01 |
| CVX | Convex Finance | Ethereum | 4.204 | 4.1513 | -1.25% | 3.732 | -11.23% | 0.2467 | ✓ | 1.07 | 26k | 2023-07-01 |
| FIS | Stafi | Ethereum | 0.3412 | 0.336932 | -1.25% | 0.3096 | -9.26% | 0.2437 | ✓ | 1.21 | 1,514 | 2023-07-01 |
| WBTC | Wrapped Bitcoin | Ethereum | 26,870.20 | 26,557.81 | -1.16% | 30,571.30 | +13.77% | 0.0079 | ✓ | 1.01 | 3,458 | 2023-07-01 |
| STORJ | Storj | Ethereum | 0.29535 | 0.292369 | -1.01% | 0.32016 | +8.40% | 0.0521 | ✓ | 1.09 | 60k | 2023-07-01 |
| ADX | heyAura | Ethereum | 0.17011 | 0.16867 | -0.85% | 0.14231 | -16.34% | 0.3025 | ✓ | 1.01 | 680 | 2023-07-01 |
| MTL | Metal DAO | Metal L2 | 0.981 | 0.973197 | -0.80% | 1.28 | +30.48% | 0.1331 | ✗ | 1.07 | 1.8M | 2023-07-01 |
| AAVE | Aave | Ethereum | 62.67 | 62.2708 | -0.64% | 68.18 | +8.79% | 0.0391 | ✓ | 0.99 | 980k | 2023-07-01 |
| LUNA | Terra | Terra 2 | 0.0000846 | 0.000084157 | -0.52% | 0.00008948 | +5.77% | 0.0356 | ✓ | 0.74 | 137k | 2023-07-01 |
Δ columns are percentage price moves; alpha err and the hit column are in beta-adjusted log-return space, which is what the model actually predicts. “pending” means the horizon has not matured yet. Rows are capped for readability — add
&limit=2000 to widen.