2023-06-01 · +30d
gru_s4 · 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
+0.3152
230 of 248 tokens assessed
long-short decile
+23.33%
realised beta-adjusted alpha
direction hit
91.7%
in alpha space · 77.8% 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 | 0.001342 | -13.58% | 0.001169 | -24.70% | 0.2346 | ✓ | 0.74 | 21k | 2023-07-01 |
| CTSI | Cartesi | Ethereum | 0.1811 | 0.161139 | -11.02% | 0.1538 | -15.07% | 0.2275 | ✓ | 1.38 | 365k | 2023-07-01 |
| CERE | Cere Network | Ethereum | 0.004268 | 0.003827 | -10.34% | 0.003339 | -21.77% | 0.1773 | ✓ | 0.31 | 56k | 2023-07-01 |
| AGI | Delysium | Ethereum | 0.124469 | 0.11196 | -10.05% | 0.058793 | -52.76% | 0.8292 | ✓ | 1.41 | 73k | 2023-07-01 |
| SYN | Synapse | Ethereum | 0.6452 | 0.583193 | -9.61% | 0.71 | +10.04% | 0.0409 | ✓ | 1.19 | 20k | 2023-07-01 |
| UOS | Ultra | Ethereum | 0.19371 | 0.175712 | -9.29% | 0.1904 | -1.71% | 0.0040 | ✓ | 0.64 | 171k | 2023-07-01 |
| DEXE | DeXe | Ethereum | 2.432 | 2.2094 | -9.15% | 2.084 | -14.31% | 0.1501 | ✓ | 0.70 | 147k | 2023-07-01 |
| AUDIO | Audius | Ethereum | 0.2373 | 0.216276 | -8.86% | 0.1843 | -22.33% | 0.3085 | ✓ | 1.13 | 38k | 2023-07-01 |
| CITY | Manchester City Fan Token | Solana | 5.12 | 4.668 | -8.83% | 3.04 | -40.62% | 0.4739 | ✓ | 0.34 | 1.9M | 2023-07-01 |
| INJ | Injective | Ethereum | 7.307 | 6.6654 | -8.78% | 8.865 | +21.32% | 0.0821 | ✓ | 1.55 | 2.1M | 2023-07-01 |
| HFT | Hashflow | Ethereum | 0.4505 | 0.411265 | -8.71% | 0.3826 | -15.07% | 0.1852 | ✓ | 0.86 | 442k | 2023-07-01 |
| AGLD | Adventure Gold | Ethereum | 0.4547 | 0.416415 | -8.42% | 0.5842 | +28.48% | 0.1769 | ✗ | 1.23 | 64k | 2023-07-01 |
| IDEX | IDEX | Ethereum | 0.077 | 0.070681 | -8.21% | 0.05984 | -22.29% | 0.3022 | ✓ | 1.03 | 8,303 | 2023-07-01 |
| ARPA | ARPA | Ethereum | 0.0655 | 0.06017 | -8.14% | 0.0556 | -15.11% | 0.1722 | ✓ | 0.71 | 388k | 2023-07-01 |
| SPA | Sperax | Ethereum | 0.00761 | 0.007002 | -7.98% | 0.005599 | -26.43% | 0.3548 | ✓ | 1.00 | 301k | 2023-07-01 |
| ELA | Elastos | Ethereum | 1.671 | 1.5416 | -7.74% | 1.378 | -17.53% | 0.1937 | ✓ | 0.62 | 10k | 2023-07-01 |
| VRA | Verasity | Ethereum | 0.004894 | 0.004521 | -7.64% | – | pending | – | – | 1.00 | 2,514 | 2023-07-01 |
| TKO | Tokocrypto | Binance Smart Chain | 0.2923 | 0.270008 | -7.63% | 0.2599 | -11.08% | 0.1595 | ✓ | 0.93 | 596k | 2023-07-01 |
| ACH | Alchemy Pay | Ethereum | 0.029525 | 0.027281 | -7.60% | 0.020239 | -31.45% | 0.5018 | ✓ | 1.55 | 1.7M | 2023-07-01 |
| LMWR | LimeWire | Ethereum | 0.1429 | 0.132153 | -7.52% | 0.077 | -46.12% | 0.6713 | ✓ | 1.00 | 89k | 2023-07-01 |
| XVS | Venus | Ethereum | 4.87 | 4.5039 | -7.52% | 4.12 | -15.40% | 0.2078 | ✓ | 0.91 | 887k | 2023-07-01 |
| RDNT | Radiant Capital | Ethereum | 0.29998 | 0.277673 | -7.44% | 0.28991 | -3.36% | 0.1548 | ✓ | 1.51 | 839k | 2023-07-01 |
| COTI | COTI | Ethereum | 0.0689 | 0.0638 | -7.40% | 0.0533 | -22.64% | 0.3075 | ✓ | 0.97 | 95k | 2023-07-01 |
| ILV | Illuvium | Ethereum | 54.85 | 50.8892 | -7.22% | 46.54 | -15.15% | 0.2204 | ✓ | 1.00 | 85k | 2023-07-01 |
| AXS | Axie Infinity | Ethereum | 6.98 | 6.4777 | -7.20% | 6.49 | -7.02% | 0.1393 | ✓ | 1.08 | 179k | 2023-07-01 |
| 1INCH | 1INCH | Ethereum | 0.369 | 0.342689 | -7.13% | 0.333 | -9.76% | 0.1607 | ✓ | 1.01 | 60k | 2023-07-01 |
| XCN | Onyxcoin | Ethereum | 0.00174 | 0.001617 | -7.09% | 0.00118 | -32.18% | 0.4532 | ✓ | 1.05 | 126k | 2023-07-01 |
| ACM | AC Milan Fan Token | Solana | 2.258 | 2.0984 | -7.07% | 1.943 | -13.95% | 0.1403 | ✓ | 0.48 | 808k | 2023-07-01 |
| ALPINE | Alpine F1 Team Fan Token | Binance Smart Chain | 2.3686 | 2.2018 | -7.04% | 1.9284 | -18.58% | 0.2264 | ✓ | 0.72 | 1.7M | 2023-07-01 |
| XVG | Verge | native | 0.001906 | 0.001772 | -7.03% | 0.002382 | +24.97% | 0.1826 | ✗ | 0.86 | 349k | 2023-07-01 |
| DYDX | dYdX | Cosmos | 2.012 | 1.8715 | -6.98% | 2.102 | +4.47% | 0.0651 | ✓ | 1.38 | 51k | 2023-07-01 |
| ID | SPACE ID | Ethereum | 0.45777 | 0.425922 | -6.96% | 0.2869 | -37.33% | 0.6123 | ✓ | 1.66 | 23.1M | 2023-07-01 |
| VSYS | V.SYSTEMS | native | 0.001376 | 0.001281 | -6.90% | 0.001131 | -17.81% | 0.2267 | ✓ | 0.78 | 9,290 | 2023-07-01 |
| C98 | Coin98 | Ethereum | 0.1892 | 0.176272 | -6.83% | 0.1607 | -15.06% | 0.2820 | ✓ | 1.45 | 13k | 2023-07-01 |
| QI | BENQI | Avalanche | 0.007316 | 0.006817 | -6.82% | 0.006138 | -16.10% | 0.2561 | ✓ | 1.15 | 35k | 2023-07-01 |
| PSG | Paris Saint-Germain Fan Token | Solana | 3.99 | 3.7219 | -6.72% | 3.38 | -15.29% | 0.1475 | ✓ | 0.39 | 527k | 2023-07-01 |
| STEEM | Steem | native | 0.1805 | 0.168554 | -6.62% | 0.1866 | +3.38% | 0.0118 | ✓ | 0.87 | 190k | 2023-07-01 |
| OG | OG Fan Token | Solana | 5.404 | 5.0464 | -6.62% | 4.356 | -19.39% | 0.1862 | ✓ | 0.30 | 5.9M | 2023-07-01 |
| BLUR | Blur | Ethereum | 0.4746 | 0.443406 | -6.57% | 0.3497 | -26.32% | 0.4625 | ✓ | 1.72 | 2.4M | 2023-07-01 |
| CHR | Chromia | Ethereum | 0.1533 | 0.143307 | -6.52% | 0.1317 | -14.09% | 0.2236 | ✓ | 1.06 | 252 | 2023-07-01 |
| EWT | Energy Web Token | Ethereum | 2.877 | 2.6896 | -6.52% | 2.885 | +0.28% | 0.0133 | ✓ | 0.64 | 92k | 2023-07-01 |
| SANTOS | Santos FC Fan Token | Binance Smart Chain | 4.096 | 3.8317 | -6.45% | 3.099 | -24.34% | 0.2954 | ✓ | 0.63 | 1.4M | 2023-07-01 |
| NUM | Numbers Protocol | Ethereum | 0.041485 | 0.038856 | -6.34% | – | pending | – | – | 1.00 | 110 | 2023-07-01 |
| SWFTC | SWFTCOIN | Ethereum | 0.00112 | 0.001049 | -6.32% | 0.00144 | +28.57% | 0.2801 | ✗ | 0.28 | 187k | 2023-07-01 |
| SAND | The Sandbox | Ethereum | 0.5537 | 0.518726 | -6.32% | 0.4635 | -16.29% | 0.2581 | ✓ | 1.11 | 366k | 2023-07-01 |
| ZRX | 0x Protocol | Ethereum | 0.218902 | 0.205105 | -6.30% | 0.220136 | +0.56% | 0.0928 | ✓ | 1.25 | 176k | 2023-07-01 |
| NMR | Numeraire | Ethereum | 14.35 | 13.447 | -6.29% | 13.56 | -5.51% | 0.0953 | ✓ | 0.79 | 78k | 2023-07-01 |
| WOO | WOO | Ethereum | 0.2242 | 0.210275 | -6.21% | 0.2491 | +11.11% | 0.0048 | ✓ | 1.33 | 20k | 2023-07-01 |
| SUI | Sui | Sui | 0.9467 | 0.888157 | -6.18% | 0.6888 | -27.24% | 0.3853 | ✓ | 1.00 | 242k | 2023-07-01 |
| SUPER | SuperVerse | Ethereum | 0.14301 | 0.134194 | -6.16% | 0.11317 | -20.87% | 0.3122 | ✓ | 1.08 | 221k | 2023-07-01 |
| HIGH | Highstreet | Ethereum | 2.015 | 1.891 | -6.15% | 1.27 | -36.97% | 0.5853 | ✓ | 1.43 | 294k | 2023-07-01 |
| DIMO | DIMO | Ethereum | 0.1893 | 0.177667 | -6.15% | 0.11751 | -37.92% | 0.6307 | ✓ | 1.66 | 161k | 2023-07-01 |
| UMA | UMA | Ethereum | 1.918 | 1.8028 | -6.01% | 1.636 | -14.70% | 0.2103 | ✓ | 0.86 | 253k | 2023-07-01 |
| PROM | Prom | Ethereum | 4.23 | 3.9798 | -5.92% | 4.02 | -4.96% | 0.0804 | ✓ | 0.69 | 160k | 2023-07-01 |
| SPELL | Spell | Ethereum | 0.0005796 | 0.000545765 | -5.84% | 0.000482 | -16.84% | 0.2647 | ✓ | 1.07 | 175k | 2023-07-01 |
| KAVA | Kava | Binance Smart Chain | 1.0013 | 0.943337 | -5.79% | 0.9532 | -4.80% | 0.1096 | ✓ | 0.91 | 350k | 2023-07-01 |
| BAT | Basic Attention | Ethereum | 0.21295 | 0.200716 | -5.74% | 0.20823 | -2.22% | 0.1101 | ✓ | 1.12 | 13k | 2023-07-01 |
| BICO | Biconomy | Ethereum | 0.2766 | 0.260772 | -5.72% | 0.247 | -10.70% | 0.1803 | ✓ | 0.96 | 27k | 2023-07-01 |
| TRB | Tellor Tributes | Ethereum | 11.49 | 10.835 | -5.70% | 11.06 | -3.74% | 0.1287 | ✓ | 1.14 | 37k | 2023-07-01 |
| ASR | AS Roma Fan Token | Solana | 2.6 | 2.454 | -5.62% | 2.434 | -6.38% | 0.0648 | ✓ | 0.43 | 1.3M | 2023-07-01 |
| JASMY | JasmyCoin | Ethereum | 0.00456 | 0.004304 | -5.61% | 0.0042 | -7.89% | 0.2058 | ✓ | 1.38 | 2.4M | 2023-07-01 |
| LAZIO | Lazio Fan Token | Binance Smart Chain | 2.4124 | 2.2772 | -5.60% | 2.0375 | -15.54% | 0.1911 | ✓ | 0.61 | 931k | 2023-07-01 |
| POND | Marlin | Ethereum | 0.009022 | 0.008519 | -5.57% | 0.007879 | -12.67% | 0.1898 | ✓ | 0.85 | 1,939 | 2023-07-01 |
| PORTO | FC Porto | Binance Smart Chain | 2.3165 | 2.1884 | -5.53% | 1.8833 | -18.70% | 0.2203 | ✓ | 0.54 | 932k | 2023-07-01 |
| XEM | NEM | native | 0.032833 | 0.031023 | -5.51% | 0.030159 | -8.14% | 0.1557 | ✓ | 0.97 | 25k | 2023-07-01 |
| OGN | Origin Token | Ethereum | 0.09669 | 0.091387 | -5.48% | 0.08194 | -15.25% | 0.2630 | ✓ | 1.17 | 45k | 2023-07-01 |
| WAXL | Wrapped Axelar | native | 0.4483 | 0.4239 | -5.44% | 0.3899 | -13.03% | 0.1384 | ✓ | 0.42 | 46k | 2023-07-01 |
| DNT | district0x | Ethereum | 0.0282 | 0.026668 | -5.43% | 0.0266 | -5.67% | 0.0399 | ✓ | 0.28 | 54k | 2023-07-01 |
| BORA | BORA | Klay Token | 0.15229 | 0.144126 | -5.36% | 0.14159 | -7.03% | 0.1154 | ✓ | 0.75 | 9,282 | 2023-07-01 |
| LQTY | Liquity | Ethereum | 1.2186 | 1.1534 | -5.35% | – | pending | – | – | 1.00 | 59 | 2023-07-01 |
| DODO | DODO | Ethereum | 0.128 | 0.12118 | -5.33% | 0.1014 | -20.78% | 0.3392 | ✓ | 1.23 | 1.2M | 2023-07-01 |
| ONG | Ontology Gas | native | 0.24102 | 0.228183 | -5.33% | – | pending | – | – | 1.00 | 25 | 2023-07-01 |
| QNT | Quant | Ethereum | 115.76 | 109.6118 | -5.31% | 111.78 | -3.44% | 0.0709 | ✓ | 0.69 | 1.3M | 2023-07-01 |
| BAR | FC Barcelona Fan Token | Solana | 3.17 | 3.0034 | -5.26% | 2.38 | -24.92% | 0.2750 | ✓ | 0.32 | 826k | 2023-07-01 |
| FET | Artificial Superintelligence Alliance | Ethereum | 0.262 | 0.24839 | -5.19% | 0.2372 | -9.47% | 0.2264 | ✓ | 1.38 | 150k | 2023-07-01 |
| EGLD | MultiversX | native | 36.9 | 34.9848 | -5.19% | 35.44 | -3.96% | 0.0824 | ✓ | 0.73 | 53k | 2023-07-01 |
| ROSE | Oasis | Binance Smart Chain | 0.0528 | 0.05006 | -5.19% | 0.05156 | -2.35% | 0.1583 | ✓ | 1.43 | 182k | 2023-07-01 |
| APT | Aptos | Aptos | 8.56 | 8.1163 | -5.18% | 7.4 | -13.55% | 0.2291 | ✓ | 1.04 | 789k | 2023-07-01 |
| HOT | Holo | Ethereum | 0.001593 | 0.00151 | -5.17% | 0.001392 | -12.59% | 0.2126 | ✓ | 1.00 | 28 | 2023-07-01 |
| FORT | Forta | Ethereum | 0.1489 | 0.141239 | -5.14% | 0.1355 | -9.00% | 0.0706 | ✓ | 0.22 | 379k | 2023-07-01 |
| BONE | Bone ShibaSwap | Ethereum | 0.8098 | 0.768321 | -5.12% | – | pending | – | – | 1.00 | 424 | 2023-07-01 |
| RPL | Rocket Pool | Ethereum | 48.77 | 46.2737 | -5.12% | 37.66 | -22.78% | 0.3570 | ✓ | 1.15 | 146k | 2023-07-01 |
| YGG | Yield Guild Games | Ethereum | 0.187 | 0.177463 | -5.10% | 0.157 | -16.04% | 0.2777 | ✓ | 1.18 | 3,567 | 2023-07-01 |
| LDO | Lido DAO | Ethereum | 2.083 | 1.9774 | -5.07% | 2.136 | +2.54% | 0.0742 | ✓ | 1.15 | 2.6M | 2023-07-01 |
| RAD | Radworks | Ethereum | 1.81 | 1.7183 | -5.07% | 1.62 | -10.50% | 0.1647 | ✓ | 0.81 | 448k | 2023-07-01 |
| CKB | Nervos Network | native | 0.003582 | 0.003401 | -5.06% | – | pending | – | – | 1.00 | 1,031 | 2023-07-01 |
| STX | Stacks | native | 0.5975 | 0.567585 | -5.01% | 0.6992 | +17.02% | 0.0230 | ✓ | 1.77 | 1.3M | 2023-07-01 |
| YFI | yearn.finance | Ethereum | 6,453.22 | 6,131.70 | -4.98% | 6,641.84 | +2.92% | 0.0616 | ✓ | 1.08 | 821k | 2023-07-01 |
| PEOPLE | ConstitutionDAO | Ethereum | 0.01741 | 0.016544 | -4.98% | 0.01371 | -21.25% | 0.3298 | ✓ | 1.08 | 2.3M | 2023-07-01 |
| JUV | Juventus Fan Token | Solana | 2.406 | 2.2873 | -4.93% | 2.234 | -7.15% | 0.0980 | ✓ | 0.57 | 1.1M | 2023-07-01 |
| QKC | QuarkChain | Ethereum | 0.008741 | 0.008311 | -4.92% | 0.00896 | +2.51% | 0.0331 | ✓ | 0.83 | 101k | 2023-07-01 |
| ALEPH | Aleph Cloud | Ethereum | 0.0834 | 0.07931 | -4.90% | 0.0766 | -8.15% | 0.0741 | ✓ | 0.30 | 14k | 2023-07-01 |
| AUCTION | Bounce | Ethereum | 4.74 | 4.5079 | -4.90% | 3.97 | -16.24% | 0.2427 | ✓ | 0.88 | 17k | 2023-07-01 |
| PYR | Vulcan Forged | Ethereum | 3.373 | 3.2084 | -4.88% | 3.228 | -4.30% | 0.1076 | ✓ | 0.87 | 127k | 2023-07-01 |
| QUICK | Quickswap | Ethereum | 55.929 | 53.2158 | -4.85% | 52.837 | -5.53% | 0.1383 | ✓ | 1.00 | 13 | 2023-07-01 |
| METRONOME | METRONOME | 1.4203 | 1.3514 | -4.85% | 1.3532 | -4.73% | 0.0842 | ✓ | 0.65 | 7,290 | 2023-07-01 | |
| GODS | Gods Unchained | Ethereum | 0.15841 | 0.150733 | -4.85% | 0.14319 | -9.61% | 0.1847 | ✓ | 1.02 | 26k | 2023-07-01 |
| CRO | Cronos | Ethereum | 0.05859 | 0.055753 | -4.84% | – | pending | – | – | 1.00 | 4,882 | 2023-07-01 |
| APE | ApeCoin | Ethereum | 3.07 | 2.9225 | -4.80% | 2.266 | -26.19% | 0.3706 | ✓ | 0.89 | 1.2M | 2023-07-01 |
| LINK | Chainlink | Ethereum | 6.348 | 6.0433 | -4.80% | 6.505 | +2.47% | 0.0532 | ✓ | 0.97 | 5.0M | 2023-07-01 |
| CELR | Celer Network | Ethereum | 0.019771 | 0.018826 | -4.78% | 0.016785 | -15.10% | 0.2877 | ✓ | 1.32 | 2,838 | 2023-07-01 |
| GRT | The Graph | Ethereum | 0.1282 | 0.12208 | -4.77% | 0.1054 | -17.78% | 0.3156 | ✓ | 1.29 | 2.5M | 2023-07-01 |
| METIS | Metis | Ethereum | 21.78 | 20.7421 | -4.77% | 20.81 | -4.45% | 0.1496 | ✓ | 1.17 | 47k | 2023-07-01 |
| MBL | MovieBloc | Ontology | 0.00264 | 0.002515 | -4.75% | – | pending | – | – | 1.00 | 88 | 2023-07-01 |
| STORJ | Storj | Ethereum | 0.29535 | 0.281322 | -4.75% | 0.32016 | +8.40% | 0.0135 | ✓ | 1.09 | 60k | 2023-07-01 |
| NANO | nanopay | Base | 0.776308 | 0.739542 | -4.74% | 0.733922 | -5.46% | 0.1191 | ✓ | 0.85 | 35k | 2023-07-01 |
| POR | Portugal National Team Fan Token | Solana | 0.7924 | 0.754976 | -4.72% | 0.6606 | -16.63% | 0.1995 | ✓ | 0.50 | 10k | 2023-07-01 |
| NEAR | NEAR Protocol | NEAR | 1.546 | 1.4732 | -4.71% | 1.484 | -4.01% | 0.1331 | ✓ | 1.07 | 304k | 2023-07-01 |
| LPT | Livepeer | Ethereum | 5.02 | 4.7843 | -4.69% | 4.74 | -5.58% | 0.1662 | ✓ | 1.20 | 57k | 2023-07-01 |
| IOST | IOST | Binance Smart Chain | 0.009117 | 0.008689 | -4.69% | – | pending | – | – | 1.00 | 9 | 2023-07-01 |
| PHA | PHALA | Ethereum | 0.1304 | 0.12429 | -4.69% | 0.1035 | -20.63% | 0.2833 | ✓ | 0.76 | 9,993 | 2023-07-01 |
| CRV | Curve DAO | Ethereum | 0.8126 | 0.774574 | -4.68% | 0.7785 | -4.20% | 0.1285 | ✓ | 1.02 | 1.6M | 2023-07-01 |
| BEL | Bella Protocol | Ethereum | 0.7741 | 0.737977 | -4.67% | 0.6845 | -11.57% | 0.2100 | ✓ | 1.03 | 3.9M | 2023-07-01 |
| XPR | XPR Network | Ethereum | 0.001006 | 0.000959197 | -4.65% | 0.000989 | -1.69% | 0.0751 | ✓ | 0.81 | 538k | 2023-07-01 |
| ADA | Cardano | Cardano | 0.3645 | 0.347557 | -4.65% | 0.2925 | -19.75% | 0.2815 | ✓ | 0.83 | 9.8M | 2023-07-01 |
| MASK | Mask Network | Ethereum | 4.19 | 3.9968 | -4.61% | 3.52 | -15.99% | 0.3426 | ✓ | 1.64 | 354k | 2023-07-01 |
| RVN | Ravencoin | native | 0.020844 | 0.019886 | -4.60% | – | pending | – | – | 1.00 | 90 | 2023-07-01 |
| ICP | Internet Computer | Ethereum | 4.675 | 4.4621 | -4.55% | 4.223 | -9.67% | 0.1975 | ✓ | 1.09 | 2.3M | 2023-07-01 |
| MOVR | Moonriver | Base | 6.3078 | 6.0218 | -4.53% | 5.7125 | -9.44% | 0.1809 | ✓ | 0.98 | 11k | 2023-07-01 |
| KNC | Kyber Network Crystal | Ethereum | 0.6082 | 0.580656 | -4.53% | 0.5689 | -6.46% | 0.1723 | ✓ | 1.16 | 50k | 2023-07-01 |
| POWR | Powerledger | Ethereum | 0.1509 | 0.14407 | -4.53% | 0.1491 | -1.19% | 0.0854 | ✓ | 0.91 | 8,964 | 2023-07-01 |
| ORBS | Orbs | Ethereum | 0.02459 | 0.023481 | -4.51% | 0.02442 | -0.69% | 0.0543 | ✓ | 0.71 | 2,165 | 2023-07-01 |
| RIF | Rootstock Infrastructure Framework | Ethereum | 0.1186 | 0.113251 | -4.51% | 0.0984 | -17.03% | 0.3746 | ✓ | 1.78 | 3.3M | 2023-07-01 |
| AVAX | Avalanche | Avalanche | 14.1 | 13.4678 | -4.48% | 13 | -7.80% | 0.1762 | ✓ | 1.07 | 4.6M | 2023-07-01 |
| DOGE | Dogecoin | Dogecoin | 0.071412 | 0.068232 | -4.45% | 0.068548 | -4.01% | 0.0993 | ✓ | 0.79 | 2.2M | 2023-07-01 |
| DKA | dKargo | Ethereum | 0.03028 | 0.028934 | -4.44% | 0.02793 | -7.76% | 0.1349 | ✓ | 0.76 | 7,467 | 2023-07-01 |
| ADX | heyAura | Ethereum | 0.17011 | 0.162566 | -4.44% | 0.14231 | -16.34% | 0.2656 | ✓ | 1.01 | 680 | 2023-07-01 |
| RLC | iExec RLC | Ethereum | 1.5161 | 1.4499 | -4.37% | 1.3535 | -10.72% | 0.2085 | ✓ | 1.07 | 179k | 2023-07-01 |
| CBK | Cobak | Ethereum | 0.54823 | 0.524428 | -4.34% | 0.56016 | +2.18% | 0.0204 | ✓ | 0.66 | 7,521 | 2023-07-01 |
| SKL | SKALE | Ethereum | 0.033 | 0.031586 | -4.29% | 0.0281 | -14.85% | 0.2801 | ✓ | 1.24 | 244k | 2023-07-01 |
| ATM | Atletico Madrid Fan Token | Solana | 2.687 | 2.5723 | -4.27% | 2.443 | -9.08% | 0.1197 | ✓ | 0.52 | 554k | 2023-07-01 |
| FIL | Filecoin | Filecoin | 4.698 | 4.5009 | -4.20% | 4.108 | -12.56% | 0.2646 | ✓ | 1.32 | 1.6M | 2023-07-01 |
| GMX | GMX | Arbitrum | 53.76 | 51.5265 | -4.15% | 57.94 | +7.78% | 0.0461 | ✓ | 1.25 | 59k | 2023-07-01 |
| ELON | Dogelon Mars | Ethereum | 2.07e-7 | 1.98e-7 | -4.15% | – | pending | – | – | 1.00 | 1,419 | 2023-07-01 |
| SUN | Sun Token | Tron | 0.005861 | 0.005618 | -4.15% | 0.005612 | -4.26% | 0.0760 | ✓ | 0.57 | 272 | 2023-07-01 |
| POKT | Pocket Network | Ethereum | 0.0282 | 0.027031 | -4.15% | 0.0315 | +11.70% | 0.0790 | ✗ | 0.56 | 93k | 2023-07-01 |
| HIVE | Hive | native | 0.3396 | 0.32552 | -4.15% | 0.3356 | -1.18% | 0.0911 | ✓ | 0.93 | 250k | 2023-07-01 |
| DOT | Polkadot | Polkadot | 5.207 | 4.9916 | -4.14% | 5.348 | +2.71% | 0.0517 | ✓ | 0.92 | 2.8M | 2023-07-01 |
| OXT | Orchid Protocol | Ethereum | 0.0651 | 0.062411 | -4.13% | 0.0521 | -19.97% | 0.2671 | ✓ | 0.66 | 38k | 2023-07-01 |
| FIDA | Bonfida | Solana | 0.333 | 0.319262 | -4.13% | 0.237 | -28.83% | 0.4111 | ✓ | 0.86 | 1,726 | 2023-07-01 |
| FLR | Flare | Flare | 0.02311 | 0.02216 | -4.11% | 0.01466 | -36.56% | 0.4835 | ✓ | 0.54 | 191k | 2023-07-01 |
| MAGIC | Treasure | Ethereum | 0.9369 | 0.898416 | -4.11% | 0.8626 | -7.93% | 0.2555 | ✓ | 1.64 | 604k | 2023-07-01 |
| MED | Medibloc | Osmosis | 0.012804 | 0.012278 | -4.11% | 0.01127 | -11.98% | 0.1511 | ✓ | 0.50 | 7,636 | 2023-07-01 |
| FLOW | Flow | native | 0.72 | 0.690436 | -4.11% | 0.705 | -2.08% | 0.1177 | ✓ | 1.06 | 182k | 2023-07-01 |
| XCH | Chia | native | 33.559 | 32.1919 | -4.07% | – | pending | – | – | 1.00 | 35 | 2023-07-01 |
| RARE | SuperRare | Ethereum | 0.0918 | 0.088071 | -4.06% | 0.0697 | -24.07% | 0.3464 | ✓ | 0.86 | 13k | 2023-07-01 |
| INDEX | The Index | Robinhood | 1.53 | 1.468 | -4.06% | 1.35 | -11.76% | 0.1305 | ✓ | 0.36 | 14k | 2023-07-01 |
| GNS | Syli | 4.866 | 4.67 | -4.03% | 4.333 | -10.95% | 0.2286 | ✓ | 1.17 | 1.0M | 2023-07-01 | |
| SLP | Smooth Love Potion | Ethereum | 0.002146 | 0.00206 | -4.01% | – | pending | – | – | 1.00 | 22 | 2023-07-01 |
| BTTC | BTTC | 5.90e-7 | 5.66e-7 | -3.99% | 4.80e-7 | -18.64% | 0.2181 | ✓ | 0.40 | 639k | 2023-07-01 | |
| WAXP | WAX | Ethereum | 0.052676 | 0.050583 | -3.97% | – | pending | – | – | 1.00 | 187 | 2023-07-01 |
| SHIB | Shiba Inu | Ethereum | 0.00000848 | 0.000008143 | -3.97% | 0.00000765 | -9.79% | 0.1560 | ✓ | 0.71 | 148k | 2023-07-01 |
| CWEB | Coinweb | Ethereum | 0.02725 | 0.026171 | -3.96% | 0.023858 | -12.45% | 0.1306 | ✓ | 0.29 | 17k | 2023-07-01 |
| QTUM | Qtum | Qtum | 2.5862 | 2.4842 | -3.94% | 2.9937 | +15.76% | 0.0434 | ✗ | 1.09 | 12k | 2023-07-01 |
| AXL | Axelar | Ethereum | 0.4483 | 0.430782 | -3.91% | 0.39 | -13.00% | 0.1594 | ✓ | 0.46 | 45k | 2023-07-01 |
| XYM | Symbol | native | 0.028655 | 0.027543 | -3.88% | 0.029498 | +2.94% | 0.0037 | ✓ | 0.49 | 14k | 2023-07-01 |
| ENS | Ethereum Name Service | Ethereum | 9.98 | 9.5945 | -3.86% | 9.46 | -5.21% | 0.1462 | ✓ | 1.01 | 74k | 2023-07-01 |
| GLM | Golem | Ethereum | 0.2032 | 0.195401 | -3.84% | 0.1879 | -7.53% | 0.1526 | ✓ | 0.87 | 7,170 | 2023-07-01 |
| IOTA | IOTA | IOTA | 0.1997 | 0.192074 | -3.82% | 0.1864 | -6.66% | 0.1507 | ✓ | 0.92 | 1.8M | 2023-07-01 |
| KSM | Kusama | Hydration | 26.29 | 25.2868 | -3.82% | 26.24 | -0.19% | 0.1017 | ✓ | 1.06 | 87k | 2023-07-01 |
| SOL | Solana | Solana | 20.51 | 19.7336 | -3.79% | 18.7 | -8.82% | 0.1934 | ✓ | 1.06 | 17.7M | 2023-07-01 |
| XLM | Stellar | Stellar | 0.091219 | 0.087783 | -3.77% | 0.107362 | +17.70% | 0.1197 | ✗ | 0.62 | 4.0M | 2023-07-01 |
| ASTR | Astar | Ethereum | 0.0494 | 0.047541 | -3.76% | 0.0442 | -10.53% | 0.2265 | ✓ | 1.17 | 14k | 2023-07-01 |
| HBAR | Hedera | Hedera | 0.05024 | 0.048378 | -3.71% | 0.05076 | +1.04% | 0.0873 | ✓ | 1.03 | 927k | 2023-07-01 |
| XYO | XYO Network | Ethereum | 0.00401 | 0.003862 | -3.70% | 0.00374 | -6.73% | 0.1170 | ✓ | 0.65 | 126k | 2023-07-01 |
| T | Threshold Network | Ethereum | 0.02499 | 0.024067 | -3.69% | 0.02348 | -6.04% | 0.1547 | ✓ | 0.99 | 33k | 2023-07-01 |
| GITCOIN | GITCOIN | 1.3533 | 1.3033 | -3.69% | 1.1486 | -15.13% | 0.2806 | ✓ | 1.18 | 13k | 2023-07-01 | |
| TLM | Alien Worlds | Ethereum | 0.01522 | 0.014658 | -3.69% | 0.01182 | -22.34% | 0.3559 | ✓ | 1.07 | 692 | 2023-07-01 |
| NAKA | Nakamoto Games | Polygon | 0.22516 | 0.216872 | -3.68% | 0.44459 | +97.46% | 0.5490 | ✗ | 1.29 | 768k | 2023-07-01 |
| BAND | Band | Ethereum | 1.403 | 1.3517 | -3.66% | 1.29 | -8.05% | 0.2031 | ✓ | 1.19 | 64k | 2023-07-01 |
| DIA | DIA | Ethereum | 0.29094 | 0.280329 | -3.65% | 0.24924 | -14.33% | 0.2362 | ✓ | 0.90 | 12k | 2023-07-01 |
| ALICE | My Neighbor Alice | Ethereum | 1.272 | 1.2257 | -3.64% | 1.139 | -10.46% | 0.2226 | ✓ | 1.14 | 6,083 | 2023-07-01 |
| ALGO | Algorand | Algorand | 0.1483 | 0.142914 | -3.63% | 0.128 | -13.69% | 0.2540 | ✓ | 1.10 | 2.0M | 2023-07-01 |
| TFUEL | Theta Fuel | native | 0.041271 | 0.039797 | -3.57% | – | pending | – | – | 1.00 | 26 | 2023-07-01 |
| TRAC | OriginTrail | Ethereum | 0.2595 | 0.250233 | -3.57% | 0.2447 | -5.70% | 0.1589 | ✓ | 1.04 | 84k | 2023-07-01 |
| AMP | Amp | Ethereum | 0.00255 | 0.002459 | -3.56% | 0.00206 | -19.22% | 0.2675 | ✓ | 0.69 | 352k | 2023-07-01 |
| COMP | Compound | Ethereum | 35.38 | 34.127 | -3.54% | 52.56 | +48.56% | 0.2961 | ✗ | 1.04 | 385 | 2023-07-01 |
| PNG | Pangolin | Avalanche | 0.02931 | 0.028284 | -3.50% | 0.0256 | -12.66% | 0.2593 | ✓ | 1.22 | 36k | 2023-07-01 |
| IMX | Immutable | Ethereum | 0.7455 | 0.719635 | -3.47% | 0.7416 | -0.52% | 0.1853 | ✓ | 1.64 | 1.3M | 2023-07-01 |
| ARB | Arbitrum | Ethereum | 1.1468 | 1.1074 | -3.44% | 1.1519 | +0.44% | 0.1599 | ✓ | 1.52 | 3.4M | 2023-07-01 |
| UNI | Uniswap | Ethereum | 4.982 | 4.8112 | -3.43% | 5.587 | +12.14% | 0.0341 | ✓ | 0.88 | 1.1M | 2023-07-01 |
| LSK | Lisk | Ethereum | 0.809585 | 0.782188 | -3.38% | 0.82638 | +2.07% | 0.0598 | ✓ | 0.88 | 16k | 2023-07-01 |
| CBETH | Coinbase Wrapped Staked ETH | Ethereum | 1,929.60 | 1,865.20 | -3.34% | 1,999.32 | +3.61% | 0.0446 | ✓ | 0.87 | 956k | 2023-07-01 |
| GTC | Gitcoin | Ethereum | 1.35 | 1.3051 | -3.33% | 1.14 | -15.56% | 0.2920 | ✓ | 1.20 | 50k | 2023-07-01 |
| BCHSV | Bitcoin Cash SV | 32.318 | 31.2438 | -3.32% | 48.752 | +50.85% | 0.3492 | ✗ | 0.73 | 325k | 2023-07-01 | |
| SC | Siacoin | native | 0.00311 | 0.003007 | -3.31% | 0.0033 | +6.11% | 0.0350 | ✓ | 0.98 | 16k | 2023-07-01 |
| BRISE | Bitgert | Ethereum | 2.75e-7 | 2.66e-7 | -3.30% | 2.50e-7 | -9.30% | 0.1605 | ✓ | 0.73 | 368k | 2023-07-01 |
| XEC | eCash | native | 0.00002417 | 0.000023375 | -3.29% | 0.00003681 | +52.30% | 0.3418 | ✗ | 0.86 | 637k | 2023-07-01 |
| DGB | DigiByte | native | 0.007634 | 0.007383 | -3.28% | – | pending | – | – | 1.00 | 230 | 2023-07-01 |
| LRC | Loopring | Ethereum | 0.273 | 0.264039 | -3.28% | 0.2378 | -12.89% | 0.2754 | ✓ | 1.30 | 11k | 2023-07-01 |
| CHZ | Chiliz | Ethereum | 0.1 | 0.096732 | -3.27% | 0.0799 | -20.10% | 0.2961 | ✓ | 0.80 | 168k | 2023-07-01 |
| CVC | Civic | Ethereum | 0.0837 | 0.080967 | -3.26% | 0.0852 | +1.79% | 0.0740 | ✓ | 0.95 | 33k | 2023-07-01 |
| ZEN | Horizen | Base | 8.06 | 7.7975 | -3.26% | 8.21 | +1.86% | 0.1066 | ✓ | 1.21 | 41k | 2023-07-01 |
| MINA | Mina Protocol | native | 0.532 | 0.514709 | -3.25% | 0.495 | -6.95% | 0.2243 | ✓ | 1.41 | 91k | 2023-07-01 |
| AURORA | Aurora | Ethereum | 0.107 | 0.103525 | -3.25% | 0.085 | -20.56% | 0.3111 | ✓ | 0.87 | 35k | 2023-07-01 |
| DASH | Dash | Dash | 41.9 | 40.56 | -3.20% | 38.1 | -9.07% | 0.2176 | ✓ | 1.18 | 89k | 2023-07-01 |
| ENJ | Enjin Coin | Ethereum | 0.33 | 0.319452 | -3.20% | 0.317 | -3.94% | 0.1539 | ✓ | 1.11 | 9,401 | 2023-07-01 |
| LCX | LCX | Ethereum | 0.0545 | 0.05276 | -3.19% | 0.068 | +24.77% | 0.1405 | ✗ | 0.86 | 140k | 2023-07-01 |
| JOE | JOE | Arbitrum | 0.43805 | 0.424329 | -3.13% | – | pending | – | – | 1.00 | 284 | 2023-07-01 |
| MTL | Metal DAO | Metal L2 | 0.981 | 0.950455 | -3.11% | 1.28 | +30.48% | 0.1567 | ✗ | 1.07 | 1.8M | 2023-07-01 |
| ATOM | Cosmos Hub | Cosmos | 10.336 | 10.0202 | -3.06% | 9.565 | -7.46% | 0.1422 | ✓ | 0.73 | 2.7M | 2023-07-01 |
| MANA | Decentraland | Ethereum | 0.47275 | 0.458377 | -3.04% | 0.41962 | -11.24% | 0.2285 | ✓ | 1.07 | 102k | 2023-07-01 |
| BTC | Bitcoin | Bitcoin | 26,828.42 | 26,019.67 | -3.01% | 30,587.21 | +14.01% | 0.0306 | ✗ | 1.00 | 301.2M | 2023-07-01 |
| RUNE | THORChain | THORChain | 1.137 | 1.1029 | -3.00% | 1.062 | -6.60% | 0.1841 | ✓ | 1.12 | 31k | 2023-07-01 |
| PRO | Propy | Ethereum | 0.3274 | 0.317678 | -2.97% | 0.2757 | -15.79% | 0.1840 | ✓ | 0.32 | 15k | 2023-07-01 |
| AERGO | Aergo [OLD] | Ethereum | 0.1124 | 0.10911 | -2.93% | 0.1035 | -7.92% | 0.1793 | ✓ | 0.96 | 23k | 2023-07-01 |
| LEO | LEO Token | Ethereum | 3.5201 | 3.4173 | -2.92% | 4.1779 | +18.69% | 0.1938 | ✗ | 0.05 | 98k | 2023-07-01 |
| AVT | Aventus | Ethereum | 1.05 | 1.0196 | -2.89% | 0.98 | -6.67% | 0.0256 | ✓ | -0.11 | 25k | 2023-07-01 |
| TRX | TRON | Tron | 0.074737 | 0.072591 | -2.87% | 0.077303 | +3.43% | 0.0205 | ✓ | 0.64 | 242k | 2023-07-01 |
| TWT | Trust Wallet | Binance Smart Chain | 1.0685 | 1.0381 | -2.85% | 0.8769 | -17.93% | 0.2485 | ✓ | 0.61 | 1.5M | 2023-07-01 |
| CTK | Shentu | Osmosis | 0.719 | 0.698612 | -2.84% | 0.628 | -12.66% | 0.1856 | ✓ | 0.60 | 547k | 2023-07-01 |
| ETC | Ethereum Classic | native | 17.83 | 17.3306 | -2.80% | 20.88 | +17.11% | 0.0710 | ✗ | 0.88 | 820k | 2023-07-01 |
| BNT | Bancor Network | Ethereum | 0.4096 | 0.398177 | -2.79% | 0.3939 | -3.83% | 0.1342 | ✓ | 0.94 | 33k | 2023-07-01 |
| CELL | Cellframe | Ethereum | 0.1851 | 0.179975 | -2.77% | 0.1729 | -6.59% | 0.1621 | ✓ | 0.93 | 33k | 2023-07-01 |
| REQ | Request | Ethereum | 0.08785 | 0.085514 | -2.66% | – | pending | – | – | 1.00 | 25 | 2023-07-01 |
| KCS | KuCoin | native | 7.304 | 7.1102 | -2.65% | 6.668 | -8.71% | 0.1360 | ✓ | 0.55 | 572k | 2023-07-01 |
| ZEC | Zcash | Zcash | 31.53 | 30.7031 | -2.62% | 34.04 | +7.96% | 0.0305 | ✓ | 1.02 | 432k | 2023-07-01 |
| BFC | Bifrost | Ethereum | 0.05116 | 0.049831 | -2.60% | 0.04681 | -8.50% | 0.1153 | ✓ | 0.40 | 9,062 | 2023-07-01 |
| USTC | TerraClassicUSD | Terra | 0.013324 | 0.012982 | -2.57% | 0.01242 | -6.79% | 0.1447 | ✓ | 0.77 | 1.4M | 2023-07-01 |
| SUSHI | Sushi | Ethereum | 0.8345 | 0.813518 | -2.51% | 0.6903 | -17.28% | 0.3025 | ✓ | 1.05 | 558k | 2023-07-01 |
| API3 | Api3 | Ethereum | 1.232 | 1.2017 | -2.46% | 1.064 | -13.64% | 0.2792 | ✓ | 1.20 | 62k | 2023-07-01 |
| BTT | BitTorrent | Ethereum | 5.90e-7 | 5.76e-7 | -2.44% | 4.70e-7 | -20.34% | 0.2489 | ✓ | 0.35 | 5,440 | 2023-07-01 |
| XTZ | Tezos | Tezos | 0.8878 | 0.866428 | -2.41% | 0.8266 | -6.89% | 0.1669 | ✓ | 0.91 | 71k | 2023-07-01 |
| OPTIM | Optimism | 1.386 | 1.3528 | -2.40% | 1.345 | -2.96% | 0.1792 | ✓ | 1.32 | 2.4M | 2023-07-01 | |
| FIS | Stafi | Ethereum | 0.3412 | 0.333031 | -2.39% | 0.3096 | -9.26% | 0.2321 | ✓ | 1.21 | 1,514 | 2023-07-01 |
| CVX | Convex Finance | Ethereum | 4.204 | 4.1035 | -2.39% | 3.732 | -11.23% | 0.2351 | ✓ | 1.07 | 26k | 2023-07-01 |
| DUSK | DUSK | Ethereum | 0.1449 | 0.141483 | -2.36% | 0.1243 | -14.22% | 0.2991 | ✓ | 1.29 | 1.0M | 2023-07-01 |
| ORCA | Orca | Solana | 0.6363 | 0.621418 | -2.34% | 0.575 | -9.63% | 0.1471 | ✓ | 0.53 | 33k | 2023-07-01 |
| ETH | Ethereum | Ethereum | 1,862.43 | 1,818.99 | -2.33% | 1,924.14 | +3.31% | 0.0567 | ✓ | 0.86 | 158.6M | 2023-07-01 |
| OMG | OMG Network | Ethereum | 0.75109 | 0.733716 | -2.31% | 0.672391 | -10.48% | 0.2617 | ✓ | 1.33 | 47k | 2023-07-01 |
| ANKR | Ankr Network | Ethereum | 0.02512 | 0.024548 | -2.28% | 0.02359 | -6.09% | 0.2050 | ✓ | 1.26 | 19k | 2023-07-01 |
| NCT | PolySwarm | Ethereum | 0.00868 | 0.008498 | -2.10% | 0.01032 | +18.89% | 0.1469 | ✗ | 0.36 | 39k | 2023-07-01 |
| GALA | GALA | Ethereum | 0.0298 | 0.029176 | -2.10% | 0.0255 | -14.43% | 0.2998 | ✓ | 1.26 | 712k | 2023-07-01 |
| XMR | Monero | Monero | 146.47 | 143.4313 | -2.07% | 167.12 | +14.10% | 0.0867 | ✗ | 0.50 | 647k | 2023-07-01 |
| NEXO | NEXO | Ethereum | 0.668 | 0.65423 | -2.06% | 0.643 | -3.74% | 0.0894 | ✓ | 0.55 | 543k | 2023-07-01 |
| WBTC | Wrapped Bitcoin | Ethereum | 26,870.20 | 26,316.31 | -2.06% | 30,571.30 | +13.77% | 0.0171 | ✓ | 1.01 | 3,458 | 2023-07-01 |
| GLMR | Moonbeam | Base | 0.273 | 0.267655 | -1.96% | 0.263 | -3.66% | 0.1354 | ✓ | 0.90 | 18k | 2023-07-01 |
| PUNDIX | Pundi X | Ethereum | 0.3793 | 0.372009 | -1.92% | 0.3802 | +0.24% | 0.0938 | ✓ | 0.88 | 1,960 | 2023-07-01 |
| GMT | GMT | Ethereum | 0.2575 | 0.252818 | -1.82% | 0.2325 | -9.71% | 0.2387 | ✓ | 1.18 | 88k | 2023-07-01 |
| ASM | Assemble AI | Ethereum | 0.00919 | 0.009026 | -1.79% | 0.00908 | -1.20% | 0.0717 | ✓ | 0.59 | 27k | 2023-07-01 |
| SNX | Synthetix | Ethereum | 2.325 | 2.2841 | -1.76% | 2.294 | -1.33% | 0.1963 | ✓ | 1.53 | 444k | 2023-07-01 |
| LTC | Litecoin | Litecoin | 94.23 | 92.6169 | -1.71% | 107.12 | +13.68% | 0.0136 | ✓ | 1.01 | 15.4M | 2023-07-01 |
| AAVE | Aave | Ethereum | 62.67 | 61.7848 | -1.41% | 68.18 | +8.79% | 0.0312 | ✓ | 0.99 | 980k | 2023-07-01 |
| AIOZ | AIOZ Network | Ethereum | 0.0165 | 0.016296 | -1.24% | 0.0146 | -11.52% | 0.2168 | ✓ | 0.82 | 32k | 2023-07-01 |
| BOBA | Boba Network | Ethereum | 0.1619 | 0.160074 | -1.13% | 0.1323 | -18.28% | 0.3155 | ✓ | 0.95 | 16k | 2023-07-01 |
| LUNA | Terra | Terra 2 | 0.0000846 | 0.000083899 | -0.83% | 0.00008948 | +5.77% | 0.0326 | ✓ | 0.74 | 137k | 2023-07-01 |
| BCH | Bitcoin Cash | Bitcoin Cash | 113.39 | 112.8964 | -0.44% | 291.31 | +156.91% | 0.8436 | ✗ | 0.80 | 1.8M | 2023-07-01 |
| GT | Gate | Ethereum | 4.1652 | 4.1661 | +0.02% | 4.335 | +4.08% | 0.0503 | ✗ | 0.69 | 341k | 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.