2023-03-03 · +1d
lstm_s7 · in-sample — the model trained on this date · 244 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
+0.3861
244 of 244 tokens assessed
long-short decile
+4.58%
realised beta-adjusted alpha
direction hit
82.4%
in alpha space · 84.2% on raw price
BTC over horizon
-0.03%
the unhedgeable market factor
Predicted vs actual (244 rows, sorted by pred)
| token | name | chain | anchor px | pred px ▴ | pred Δ | actual px | actual Δ | alpha err | hit | β90d | vol 30d | target |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| STX | Stacks | native | 0.8482 | 0.832946 | -1.80% | 0.729 | -14.05% | 0.1330 | ✓ | 1.05 | 1.5M | 2023-03-04 |
| RIF | Rootstock Infrastructure Framework | Ethereum | 0.1772 | 0.17404 | -1.78% | 0.1468 | -17.16% | 0.1698 | ✓ | 1.29 | 1.7M | 2023-03-04 |
| VSYS | V.SYSTEMS | native | 0.002784 | 0.002754 | -1.08% | 0.002639 | -5.21% | 0.0424 | ✓ | 0.93 | 57k | 2023-03-04 |
| QUICK | Quickswap | Ethereum | 99.757 | 98.9228 | -0.84% | 93.811 | -5.96% | 0.0528 | ✓ | 0.68 | 1,271 | 2023-03-04 |
| YFI | yearn.finance | Ethereum | 10,505.49 | 10,421.95 | -0.80% | 10,032.51 | -4.50% | 0.0377 | ✓ | 1.18 | 2.8M | 2023-03-04 |
| HIGH | Highstreet | Ethereum | 2.453 | 2.4339 | -0.78% | 2.214 | -9.74% | 0.0940 | ✓ | 2.20 | 3.7M | 2023-03-04 |
| ACH | Alchemy Pay | Ethereum | 0.032785 | 0.032533 | -0.77% | 0.030601 | -6.66% | 0.0608 | ✓ | 1.18 | 7.2M | 2023-03-04 |
| DODO | DODO | Ethereum | 0.2146 | 0.212969 | -0.76% | 0.2001 | -6.76% | 0.0619 | ✓ | 1.24 | 3.3M | 2023-03-04 |
| GMT | GMT | Ethereum | 0.3959 | 0.392954 | -0.74% | 0.3716 | -6.14% | 0.0551 | ✓ | 2.32 | 584k | 2023-03-04 |
| RDNT | Radiant Capital | Ethereum | 0.25996 | 0.258028 | -0.74% | 0.25279 | -2.76% | 0.0202 | ✓ | 1.00 | 459k | 2023-03-04 |
| MAGIC | Treasure | Ethereum | 1.3839 | 1.3736 | -0.74% | 1.2312 | -11.03% | 0.1087 | ✓ | 2.52 | 3.4M | 2023-03-04 |
| CKB | Nervos Network | native | 0.004639 | 0.004605 | -0.74% | 0.004487 | -3.28% | 0.0256 | ✓ | 1.13 | 5,223 | 2023-03-04 |
| ANKR | Ankr Network | Ethereum | 0.03549 | 0.035238 | -0.71% | 0.03367 | -5.13% | 0.0451 | ✓ | 1.35 | 97k | 2023-03-04 |
| INJ | Injective | Ethereum | 3.603 | 3.5775 | -0.71% | 3.26 | -9.52% | 0.0924 | ✓ | 1.60 | 1.9M | 2023-03-04 |
| BRISE | Bitgert | Ethereum | 4.90e-7 | 4.87e-7 | -0.71% | 4.71e-7 | -4.01% | 0.0335 | ✓ | 1.09 | 815k | 2023-03-04 |
| NEO | NEO | Neo | 11.5858 | 11.504 | -0.71% | 11.9255 | +2.93% | 0.0363 | ✗ | 1.10 | 1,280 | 2023-03-04 |
| CELL | Cellframe | Ethereum | 0.2896 | 0.28757 | -0.70% | 0.2905 | +0.31% | 0.0105 | ✗ | 1.03 | 50k | 2023-03-04 |
| XEM | NEM | native | 0.043255 | 0.042956 | -0.69% | 0.041232 | -4.68% | 0.0406 | ✓ | 1.22 | 28k | 2023-03-04 |
| T | Threshold Network | Ethereum | 0.04302 | 0.042728 | -0.68% | 0.03953 | -8.11% | 0.0773 | ✓ | 1.40 | 608k | 2023-03-04 |
| GNS | Syli | 7.345 | 7.2952 | -0.68% | 6.934 | -5.60% | 0.0504 | ✓ | 1.00 | 9.4M | 2023-03-04 | |
| MINA | Mina Protocol | native | 0.879 | 0.873244 | -0.65% | 0.826 | -6.03% | 0.0551 | ✓ | 1.67 | 1.4M | 2023-03-04 |
| SNX | Synthetix | Ethereum | 2.884 | 2.8651 | -0.65% | 2.873 | -0.38% | 0.0032 | ✓ | 1.53 | 3.4M | 2023-03-04 |
| FET | Artificial Superintelligence Alliance | Ethereum | 0.4392 | 0.436342 | -0.65% | 0.4295 | -2.21% | 0.0154 | ✓ | 1.23 | 814k | 2023-03-04 |
| AGLD | Adventure Gold | Ethereum | 0.5153 | 0.511986 | -0.64% | 0.4931 | -4.31% | 0.0370 | ✓ | 1.80 | 311k | 2023-03-04 |
| NAKA | Nakamoto Games | Polygon | 0.24419 | 0.242634 | -0.64% | 0.23013 | -5.76% | 0.0522 | ✓ | 2.33 | 677k | 2023-03-04 |
| IMX | Immutable | Ethereum | 1.0249 | 1.0184 | -0.63% | 0.991 | -3.31% | 0.0269 | ✓ | 1.37 | 2.3M | 2023-03-04 |
| ILV | Illuvium | Ethereum | 82.25 | 81.7338 | -0.63% | 77.55 | -5.71% | 0.0520 | ✓ | 1.74 | 709k | 2023-03-04 |
| SLP | Smooth Love Potion | Ethereum | 0.003037 | 0.003018 | -0.63% | 0.002917 | -3.97% | 0.0337 | ✓ | 1.36 | 2,799 | 2023-03-04 |
| OPTIM | Optimism | 2.541 | 2.5251 | -0.63% | 2.369 | -6.77% | 0.0631 | ✓ | 2.22 | 12.2M | 2023-03-04 | |
| BOBA | Boba Network | Ethereum | 0.2623 | 0.260666 | -0.62% | 0.2554 | -2.63% | 0.0202 | ✓ | 0.73 | 47k | 2023-03-04 |
| ADX | heyAura | Ethereum | 0.18359 | 0.182449 | -0.62% | 0.18384 | +0.14% | 0.0080 | ✗ | 1.10 | 1,651 | 2023-03-04 |
| FIS | Stafi | Ethereum | 0.6325 | 0.628587 | -0.62% | 0.6007 | -5.03% | 0.0450 | ✓ | 1.02 | 23k | 2023-03-04 |
| ROSE | Oasis | Binance Smart Chain | 0.05975 | 0.059382 | -0.62% | 0.05684 | -4.87% | 0.0433 | ✓ | 1.47 | 1.6M | 2023-03-04 |
| CELR | Celer Network | Ethereum | 0.018883 | 0.018768 | -0.61% | 0.01788 | -5.31% | 0.0480 | ✓ | 1.62 | 14k | 2023-03-04 |
| ETHW | EthereumPoW | native | 3.467 | 3.4461 | -0.60% | 3.3795 | -2.52% | 0.0191 | ✓ | 1.29 | 546 | 2023-03-04 |
| INDEX | The Index | Robinhood | 1.88 | 1.8687 | -0.60% | 1.92 | +2.13% | 0.0273 | ✗ | 0.50 | 75k | 2023-03-04 |
| CVX | Convex Finance | Ethereum | 5.842 | 5.8069 | -0.60% | 5.864 | +0.38% | 0.0102 | ✗ | 1.18 | 105k | 2023-03-04 |
| LCX | LCX | Ethereum | 0.1056 | 0.104967 | -0.60% | 0.1042 | -1.33% | 0.0069 | ✓ | 1.41 | 718k | 2023-03-04 |
| MANA | Decentraland | Ethereum | 0.6009 | 0.597301 | -0.60% | 0.57659 | -4.05% | 0.0347 | ✓ | 1.83 | 406k | 2023-03-04 |
| BLUR | Blur | Ethereum | 0.7247 | 0.720377 | -0.60% | 0.6993 | -3.50% | 0.0294 | ✓ | 1.00 | 16.3M | 2023-03-04 |
| CBK | Cobak | Ethereum | 0.77252 | 0.767959 | -0.59% | 0.75275 | -2.56% | 0.0197 | ✓ | 0.81 | 13k | 2023-03-04 |
| SYN | Synapse | Ethereum | 1.0962 | 1.0898 | -0.59% | 1.0605 | -3.26% | 0.0266 | ✓ | 1.86 | 198k | 2023-03-04 |
| DUSK | DUSK | Ethereum | 0.195 | 0.193858 | -0.59% | 0.1822 | -6.56% | 0.0615 | ✓ | 1.61 | 9.2M | 2023-03-04 |
| C98 | Coin98 | Ethereum | 0.2496 | 0.248145 | -0.58% | 0.2402 | -3.77% | 0.0320 | ✓ | 1.53 | 94k | 2023-03-04 |
| ZRX | 0x Protocol | Ethereum | 0.251592 | 0.250127 | -0.58% | 0.239966 | -4.62% | 0.0410 | ✓ | 1.49 | 1.2M | 2023-03-04 |
| AXL | Axelar | Ethereum | 0.7058 | 0.701746 | -0.57% | 0.7126 | +0.96% | 0.0157 | ✗ | 1.00 | 173k | 2023-03-04 |
| AMP | Amp | Ethereum | 0.0051 | 0.005071 | -0.57% | 0.00518 | +1.57% | 0.0217 | ✗ | 1.17 | 1.4M | 2023-03-04 |
| BICO | Biconomy | Ethereum | 0.4159 | 0.413543 | -0.57% | 0.4069 | -2.16% | 0.0158 | ✓ | 1.23 | 301k | 2023-03-04 |
| GRT | The Graph | Ethereum | 0.1471 | 0.146269 | -0.57% | 0.1418 | -3.60% | 0.0305 | ✓ | 1.56 | 11.2M | 2023-03-04 |
| GITCOIN | GITCOIN | 1.8292 | 1.8189 | -0.56% | 1.7673 | -3.38% | 0.0283 | ✓ | 1.44 | 45k | 2023-03-04 | |
| DGB | DigiByte | native | 0.010479 | 0.01042 | -0.56% | 0.0103 | -1.71% | 0.0112 | ✓ | 1.14 | 9,135 | 2023-03-04 |
| WAXP | WAX | Ethereum | 0.075012 | 0.074593 | -0.56% | 0.071613 | -4.53% | 0.0403 | ✓ | 1.39 | 1,671 | 2023-03-04 |
| FORT | Forta | Ethereum | 0.1573 | 0.156421 | -0.56% | 0.1479 | -5.98% | 0.0559 | ✓ | 0.39 | 46k | 2023-03-04 |
| DNT | district0x | Ethereum | 0.0358 | 0.0356 | -0.56% | 0.0338 | -5.59% | 0.0514 | ✓ | 1.46 | 428k | 2023-03-04 |
| XCN | Onyxcoin | Ethereum | 0.00849 | 0.008443 | -0.55% | 0.00804 | -5.30% | 0.0487 | ✓ | 0.76 | 772k | 2023-03-04 |
| YGG | Yield Guild Games | Ethereum | 0.273 | 0.271503 | -0.55% | 0.258 | -5.49% | 0.0503 | ✓ | 2.05 | 7,802 | 2023-03-04 |
| SKL | SKALE | Ethereum | 0.0435 | 0.043263 | -0.55% | 0.0407 | -6.44% | 0.0606 | ✓ | 1.56 | 1.4M | 2023-03-04 |
| KNC | Kyber Network Crystal | Ethereum | 0.7636 | 0.759437 | -0.55% | 0.736 | -3.61% | 0.0309 | ✓ | 1.51 | 885k | 2023-03-04 |
| AUDIO | Audius | Ethereum | 0.2797 | 0.278193 | -0.54% | 0.2694 | -3.68% | 0.0316 | ✓ | 1.50 | 609k | 2023-03-04 |
| PUNDIX | Pundi X | Ethereum | 0.4702 | 0.46767 | -0.54% | 0.4714 | +0.26% | 0.0083 | ✗ | 0.99 | 8,833 | 2023-03-04 |
| OXT | Orchid Protocol | Ethereum | 0.0946 | 0.094091 | -0.54% | 0.0896 | -5.29% | 0.0486 | ✓ | 0.83 | 276k | 2023-03-04 |
| LDO | Lido DAO | Ethereum | 2.82 | 2.8049 | -0.53% | 2.555 | -9.40% | 0.0928 | ✓ | 1.69 | 8.4M | 2023-03-04 |
| DASH | Dash | Dash | 69.32 | 68.9537 | -0.53% | 67.26 | -2.97% | 0.0246 | ✓ | 0.90 | 743k | 2023-03-04 |
| QTUM | Qtum | Qtum | 3.0586 | 3.0425 | -0.53% | 2.9885 | -2.29% | 0.0175 | ✓ | 1.20 | 55k | 2023-03-04 |
| QI | BENQI | Avalanche | 0.009712 | 0.009661 | -0.52% | 0.009349 | -3.74% | 0.0325 | ✓ | 1.08 | 180k | 2023-03-04 |
| SUN | Sun Token | Tron | 0.006686 | 0.006651 | -0.52% | 0.006725 | +0.59% | 0.0114 | ✗ | 0.75 | 655 | 2023-03-04 |
| NUM | Numbers Protocol | Ethereum | 0.042146 | 0.041926 | -0.52% | 0.041686 | -1.09% | 0.0054 | ✓ | 1.00 | 1,025 | 2023-03-04 |
| BEL | Bella Protocol | Ethereum | 0.6949 | 0.691321 | -0.51% | 0.6485 | -6.68% | 0.0634 | ✓ | 1.72 | 2.5M | 2023-03-04 |
| NMR | Numeraire | Ethereum | 19.61 | 19.5099 | -0.51% | 18.94 | -3.42% | 0.0293 | ✓ | 0.98 | 1.0M | 2023-03-04 |
| LRC | Loopring | Ethereum | 0.3372 | 0.335492 | -0.51% | 0.3212 | -4.74% | 0.0431 | ✓ | 1.40 | 217k | 2023-03-04 |
| CWEB | Coinweb | Ethereum | 0.016476 | 0.016393 | -0.51% | 0.016414 | -0.38% | 0.0014 | ✓ | 0.21 | 49k | 2023-03-04 |
| WAXL | Wrapped Axelar | native | 0.7116 | 0.708002 | -0.51% | 0.7107 | -0.13% | 0.0040 | ✓ | 0.57 | 128k | 2023-03-04 |
| DIA | DIA | Ethereum | 0.37889 | 0.376976 | -0.51% | 0.37177 | -1.88% | 0.0136 | ✓ | 1.01 | 31k | 2023-03-04 |
| OMG | OMG Network | Ethereum | 1.5461 | 1.5383 | -0.50% | 1.4874 | -3.80% | 0.0333 | ✓ | 1.20 | 57k | 2023-03-04 |
| IDEX | IDEX | Ethereum | 0.05878 | 0.058485 | -0.50% | 0.0555 | -5.58% | 0.0521 | ✓ | 1.02 | 3,579 | 2023-03-04 |
| FIL | Filecoin | Filecoin | 6.261 | 6.2296 | -0.50% | 5.908 | -5.64% | 0.0523 | ✓ | 2.05 | 8.8M | 2023-03-04 |
| MTL | Metal DAO | Metal L2 | 1.211 | 1.205 | -0.50% | 1.161 | -4.13% | 0.0368 | ✓ | 1.24 | 3.2M | 2023-03-04 |
| DYDX | dYdX | Cosmos | 2.613 | 2.6 | -0.50% | 2.388 | -8.61% | 0.0844 | ✓ | 1.95 | 516k | 2023-03-04 |
| CVC | Civic | Ethereum | 0.1178 | 0.117217 | -0.49% | 0.115 | -2.38% | 0.0187 | ✓ | 1.09 | 146k | 2023-03-04 |
| ELA | Elastos | Ethereum | 1.166 | 1.1603 | -0.49% | 1.162 | -0.34% | 0.0018 | ✓ | 0.81 | 117k | 2023-03-04 |
| APT | Aptos | Aptos | 11.74 | 11.6828 | -0.49% | 11.26 | -4.09% | 0.0362 | ✓ | 2.16 | 5.0M | 2023-03-04 |
| FIDA | Bonfida | Solana | 0.451 | 0.448813 | -0.48% | 0.427 | -5.32% | 0.0493 | ✓ | 1.48 | 12k | 2023-03-04 |
| ELON | Dogelon Mars | Ethereum | 3.87e-7 | 3.85e-7 | -0.48% | 3.76e-7 | -2.83% | 0.0235 | ✓ | 1.33 | 23k | 2023-03-04 |
| SC | Siacoin | native | 0.00394 | 0.003921 | -0.48% | 0.00403 | +2.28% | 0.0279 | ✗ | 1.49 | 254k | 2023-03-04 |
| STORJ | Storj | Ethereum | 0.38695 | 0.385099 | -0.48% | 0.37569 | -2.91% | 0.0242 | ✓ | 1.55 | 49k | 2023-03-04 |
| LSK | Lisk | Ethereum | 1.0679 | 1.0628 | -0.48% | 1.0682 | +0.03% | 0.0055 | ✗ | 1.05 | 71k | 2023-03-04 |
| MBL | MovieBloc | Ontology | 0.003546 | 0.003529 | -0.47% | 0.003501 | -1.25% | 0.0075 | ✓ | 1.12 | 2,136 | 2023-03-04 |
| JOE | JOE | Arbitrum | 0.24883 | 0.247657 | -0.47% | 0.24284 | -2.41% | 0.0193 | ✓ | 1.12 | 859 | 2023-03-04 |
| GTC | Gitcoin | Ethereum | 1.84 | 1.8314 | -0.47% | 1.77 | -3.80% | 0.0336 | ✓ | 1.44 | 174k | 2023-03-04 |
| ENJ | Enjin Coin | Ethereum | 0.432 | 0.429991 | -0.46% | 0.422 | -2.31% | 0.0183 | ✓ | 1.49 | 115k | 2023-03-04 |
| BORA | BORA | Klay Token | 0.19223 | 0.19134 | -0.46% | 0.18938 | -1.48% | 0.0099 | ✓ | 1.13 | 14k | 2023-03-04 |
| COTI | COTI | Ethereum | 0.0816 | 0.081222 | -0.46% | 0.0785 | -3.80% | 0.0336 | ✓ | 1.56 | 650k | 2023-03-04 |
| UMA | UMA | Ethereum | 2.036 | 2.0266 | -0.46% | 2.069 | +1.62% | 0.0211 | ✗ | 1.04 | 507k | 2023-03-04 |
| AERGO | Aergo [OLD] | Ethereum | 0.1266 | 0.126018 | -0.46% | 0.1252 | -1.11% | 0.0062 | ✓ | 0.98 | 24k | 2023-03-04 |
| METRONOME | METRONOME | 1.3044 | 1.2984 | -0.46% | 1.3376 | +2.54% | 0.0298 | ✗ | 0.26 | 13k | 2023-03-04 | |
| NCT | PolySwarm | Ethereum | 0.0105 | 0.010452 | -0.46% | 0.0103 | -1.90% | 0.0143 | ✓ | 0.95 | 132k | 2023-03-04 |
| ASM | Assemble AI | Ethereum | 0.01441 | 0.014344 | -0.46% | 0.01503 | +4.30% | 0.0471 | ✗ | 1.06 | 101k | 2023-03-04 |
| AVAX | Avalanche | Avalanche | 16.67 | 16.5939 | -0.46% | 16.14 | -3.18% | 0.0273 | ✓ | 1.46 | 15.1M | 2023-03-04 |
| PHA | PHALA | Ethereum | 0.1662 | 0.165444 | -0.46% | 0.1713 | +3.07% | 0.0351 | ✗ | 0.99 | 55k | 2023-03-04 |
| MED | Medibloc | Osmosis | 0.019605 | 0.019516 | -0.45% | 0.01909 | -2.63% | 0.0219 | ✓ | 0.53 | 13k | 2023-03-04 |
| RPL | Rocket Pool | Ethereum | 41.14 | 40.9538 | -0.45% | 39.01 | -5.18% | 0.0483 | ✓ | 1.11 | 209k | 2023-03-04 |
| AXS | Axie Infinity | Ethereum | 9.11 | 9.069 | -0.45% | 8.81 | -3.29% | 0.0285 | ✓ | 1.51 | 961k | 2023-03-04 |
| STEEM | Steem | native | 0.2134 | 0.212443 | -0.45% | 0.2138 | +0.19% | 0.0067 | ✗ | 1.01 | 643k | 2023-03-04 |
| VRA | Verasity | Ethereum | 0.006464 | 0.006435 | -0.45% | 0.006278 | -2.87% | 0.0241 | ✓ | 1.83 | 44k | 2023-03-04 |
| EWT | Energy Web Token | Ethereum | 4.058 | 4.04 | -0.44% | 3.963 | -2.34% | 0.0190 | ✓ | 0.91 | 352k | 2023-03-04 |
| AAVE | Aave | Ethereum | 76.85 | 76.5101 | -0.44% | 75.32 | -1.99% | 0.0152 | ✓ | 1.34 | 7.0M | 2023-03-04 |
| EGLD | MultiversX | native | 43.16 | 42.9695 | -0.44% | 42.7 | -1.07% | 0.0060 | ✓ | 0.98 | 168k | 2023-03-04 |
| FLOW | Flow | native | 1.081 | 1.0762 | -0.44% | 1.05 | -2.87% | 0.0241 | ✓ | 1.69 | 1.2M | 2023-03-04 |
| RARE | SuperRare | Ethereum | 0.145 | 0.144361 | -0.44% | 0.1399 | -3.52% | 0.0311 | ✓ | 0.97 | 102k | 2023-03-04 |
| CTSI | Cartesi | Ethereum | 0.15 | 0.149345 | -0.44% | 0.1447 | -3.53% | 0.0311 | ✓ | 1.52 | 669k | 2023-03-04 |
| HFT | Hashflow | Ethereum | 0.6203 | 0.617608 | -0.43% | 0.6039 | -2.64% | 0.0219 | ✓ | 1.69 | 4.4M | 2023-03-04 |
| POWR | Powerledger | Ethereum | 0.1906 | 0.189775 | -0.43% | 0.1853 | -2.78% | 0.0235 | ✓ | 1.14 | 65k | 2023-03-04 |
| SUPER | SuperVerse | Ethereum | 0.12927 | 0.128711 | -0.43% | 0.12806 | -0.94% | 0.0047 | ✓ | 1.19 | 174k | 2023-03-04 |
| TKO | Tokocrypto | Binance Smart Chain | 0.3289 | 0.32748 | -0.43% | 0.3194 | -2.89% | 0.0247 | ✓ | 0.94 | 2.8M | 2023-03-04 |
| PNG | Pangolin | Avalanche | 0.05296 | 0.052734 | -0.43% | 0.05296 | +0.00% | 0.0047 | ✗ | 1.29 | 113k | 2023-03-04 |
| MASK | Mask Network | Ethereum | 3.45 | 3.4353 | -0.43% | 3.21 | -6.96% | 0.0673 | ✓ | 1.68 | 1.1M | 2023-03-04 |
| GLMR | Moonbeam | Base | 0.411 | 0.409253 | -0.43% | 0.406 | -1.22% | 0.0075 | ✓ | 1.37 | 90k | 2023-03-04 |
| CERE | Cere Network | Ethereum | 0.00761 | 0.007578 | -0.42% | 0.007332 | -3.65% | 0.0328 | ✓ | 0.63 | 37k | 2023-03-04 |
| IOTA | IOTA | IOTA | 0.2226 | 0.221669 | -0.42% | 0.2164 | -2.79% | 0.0237 | ✓ | 1.12 | 3.1M | 2023-03-04 |
| BFC | Bifrost | Ethereum | 0.07149 | 0.071191 | -0.42% | 0.07265 | +1.62% | 0.0205 | ✗ | 0.76 | 19k | 2023-03-04 |
| HOT | Holo | Ethereum | 0.001908 | 0.0019 | -0.42% | 0.001829 | -4.17% | 0.0380 | ✓ | 1.12 | 1,865 | 2023-03-04 |
| ASTR | Astar | Ethereum | 0.0697 | 0.06941 | -0.42% | 0.0669 | -4.02% | 0.0364 | ✓ | 1.32 | 51k | 2023-03-04 |
| CRV | Curve DAO | Ethereum | 0.9353 | 0.931453 | -0.41% | 0.9079 | -2.93% | 0.0251 | ✓ | 1.66 | 4.7M | 2023-03-04 |
| GLM | Golem | Ethereum | 0.2486 | 0.247581 | -0.41% | 0.2503 | +0.68% | 0.0112 | ✗ | 1.00 | 66k | 2023-03-04 |
| TRB | Tellor Tributes | Ethereum | 16.34 | 16.2739 | -0.40% | 15.84 | -3.06% | 0.0266 | ✓ | 1.38 | 331k | 2023-03-04 |
| SAND | The Sandbox | Ethereum | 0.6412 | 0.638618 | -0.40% | 0.6225 | -2.92% | 0.0250 | ✓ | 1.72 | 3.1M | 2023-03-04 |
| RLC | iExec RLC | Ethereum | 1.8181 | 1.8108 | -0.40% | 1.715 | -5.67% | 0.0540 | ✓ | 1.11 | 871k | 2023-03-04 |
| ETH | Ethereum | Ethereum | 1,569.54 | 1,563.25 | -0.40% | 1,566.72 | -0.18% | 0.0026 | ✓ | 1.05 | 267.9M | 2023-03-04 |
| AUCTION | Bounce | Ethereum | 5.6 | 5.5777 | -0.40% | 5.54 | -1.07% | 0.0064 | ✓ | 1.23 | 66k | 2023-03-04 |
| APE | ApeCoin | Ethereum | 4.799 | 4.7799 | -0.40% | 4.747 | -1.08% | 0.0065 | ✓ | 1.24 | 3.2M | 2023-03-04 |
| POLYX | Polymesh | native | 0.17814 | 0.177439 | -0.39% | 0.17523 | -1.63% | 0.0122 | ✓ | 1.00 | 16k | 2023-03-04 |
| HIVE | Hive | native | 0.4198 | 0.418155 | -0.39% | 0.4188 | -0.24% | 0.0019 | ✓ | 1.07 | 1.1M | 2023-03-04 |
| GALA | GALA | Ethereum | 0.0374 | 0.037254 | -0.39% | 0.035 | -6.42% | 0.0618 | ✓ | 1.83 | 875k | 2023-03-04 |
| BAT | Basic Attention | Ethereum | 0.26838 | 0.267346 | -0.39% | 0.25945 | -3.33% | 0.0296 | ✓ | 1.31 | 142k | 2023-03-04 |
| ONG | Ontology Gas | native | 0.29527 | 0.294135 | -0.38% | 0.29579 | +0.18% | 0.0058 | ✗ | 0.66 | 1,113 | 2023-03-04 |
| PSG | Paris Saint-Germain Fan Token | Solana | 6.07 | 6.0467 | -0.38% | 6.01 | -0.99% | 0.0059 | ✓ | 0.65 | 738k | 2023-03-04 |
| SOL | Solana | Solana | 21.42 | 21.3379 | -0.38% | 20.99 | -2.01% | 0.0158 | ✓ | 1.88 | 33.2M | 2023-03-04 |
| SWFTC | SWFTCOIN | Ethereum | 0.001215 | 0.00121 | -0.38% | 0.001209 | -0.49% | 0.0009 | ✓ | 0.77 | 116k | 2023-03-04 |
| GT | Gate | Ethereum | 4.9522 | 4.9333 | -0.38% | 4.8895 | -1.27% | 0.0087 | ✓ | 0.72 | 707k | 2023-03-04 |
| ICP | Internet Computer | Ethereum | 5.594 | 5.5726 | -0.38% | 5.391 | -3.63% | 0.0327 | ✓ | 1.42 | 5.0M | 2023-03-04 |
| XPR | XPR Network | Ethereum | 0.001674 | 0.001668 | -0.38% | 0.001673 | -0.06% | 0.0036 | ✓ | 1.16 | 923k | 2023-03-04 |
| GNO | Gnosis | Ethereum | 102.908 | 102.5163 | -0.38% | 102.558 | -0.34% | 0.0007 | ✓ | 0.90 | 288 | 2023-03-04 |
| PRO | Propy | Ethereum | 0.4577 | 0.45597 | -0.38% | 0.444 | -2.99% | 0.0265 | ✓ | 0.45 | 67k | 2023-03-04 |
| NANO | nanopay | Base | 0.867947 | 0.864695 | -0.37% | 0.866685 | -0.15% | 0.0026 | ✓ | 0.85 | 77k | 2023-03-04 |
| GODS | Gods Unchained | Ethereum | 0.25374 | 0.252791 | -0.37% | 0.25283 | -0.36% | 0.0007 | ✓ | 1.60 | 183k | 2023-03-04 |
| DOT | Polkadot | Polkadot | 6.037 | 6.0145 | -0.37% | 5.913 | -2.05% | 0.0166 | ✓ | 1.31 | 8.6M | 2023-03-04 |
| BTT | BitTorrent | Ethereum | 7.00e-7 | 6.97e-7 | -0.37% | 7.00e-7 | +0.00% | 0.0039 | ✗ | 0.56 | 11k | 2023-03-04 |
| BTC | Bitcoin | Bitcoin | 22,358.18 | 22,275.04 | -0.37% | 22,350.95 | -0.03% | 0.0037 | ✓ | 1.00 | 282.7M | 2023-03-04 |
| SGB | Songbird | native | 0.0091 | 0.009066 | -0.37% | 0.009 | -1.10% | 0.0073 | ✓ | 0.28 | 40k | 2023-03-04 |
| KSM | Kusama | Hydration | 33.88 | 33.7559 | -0.37% | 34.14 | +0.77% | 0.0118 | ✗ | 1.36 | 272k | 2023-03-04 |
| PORTO | FC Porto | Binance Smart Chain | 2.6075 | 2.598 | -0.36% | 2.5911 | -0.63% | 0.0024 | ✓ | 0.94 | 1.3M | 2023-03-04 |
| ORCA | Orca | Solana | 0.7939 | 0.791026 | -0.36% | 0.7808 | -1.65% | 0.0127 | ✓ | 0.96 | 87k | 2023-03-04 |
| PYR | Vulcan Forged | Ethereum | 3.526 | 3.5134 | -0.36% | 3.525 | -0.03% | 0.0038 | ✗ | 1.37 | 198k | 2023-03-04 |
| HBAR | Hedera | Hedera | 0.06394 | 0.063711 | -0.36% | 0.06442 | +0.75% | 0.0115 | ✗ | 1.39 | 5.3M | 2023-03-04 |
| CHZ | Chiliz | Ethereum | 0.1269 | 0.126449 | -0.36% | 0.1224 | -3.55% | 0.0321 | ✓ | 1.38 | 884k | 2023-03-04 |
| ONT | Ontology | native | 0.22847 | 0.227661 | -0.35% | 0.22195 | -2.85% | 0.0251 | ✓ | 1.08 | 859 | 2023-03-04 |
| ALGO | Algorand | Algorand | 0.2333 | 0.232478 | -0.35% | 0.2246 | -3.73% | 0.0340 | ✓ | 1.32 | 9.7M | 2023-03-04 |
| METIS | Metis | Ethereum | 29.95 | 29.8467 | -0.34% | 28.98 | -3.24% | 0.0290 | ✓ | 1.33 | 238k | 2023-03-04 |
| BCHSV | Bitcoin Cash SV | 39.46 | 39.3245 | -0.34% | 38.438 | -2.59% | 0.0226 | ✓ | 0.66 | 155k | 2023-03-04 | |
| TFUEL | Theta Fuel | native | 0.053608 | 0.053424 | -0.34% | 0.052264 | -2.51% | 0.0216 | ✓ | 1.11 | 810 | 2023-03-04 |
| COMP | Compound | Ethereum | 46.8 | 46.6408 | -0.34% | 45.85 | -2.03% | 0.0166 | ✓ | 1.45 | 12k | 2023-03-04 |
| ZIL | Zilliqa | Binance Smart Chain | 0.028553 | 0.028456 | -0.34% | 0.027442 | -3.89% | 0.0359 | ✓ | 1.32 | 2,673 | 2023-03-04 |
| XEC | eCash | native | 0.00003174 | 0.000031633 | -0.34% | 0.00003145 | -0.91% | 0.0054 | ✓ | 1.21 | 1.6M | 2023-03-04 |
| ALICE | My Neighbor Alice | Ethereum | 1.697 | 1.6913 | -0.34% | 1.603 | -5.54% | 0.0530 | ✓ | 1.74 | 55k | 2023-03-04 |
| XYM | Symbol | native | 0.037395 | 0.037272 | -0.33% | 0.037021 | -1.00% | 0.0065 | ✓ | 0.68 | 21k | 2023-03-04 |
| DKA | dKargo | Ethereum | 0.0391 | 0.038972 | -0.33% | 0.03915 | +0.13% | 0.0048 | ✗ | 0.77 | 21k | 2023-03-04 |
| LEO | LEO Token | Ethereum | 3.3704 | 3.3593 | -0.33% | 3.398 | +0.82% | 0.0115 | ✗ | 0.04 | 180k | 2023-03-04 |
| JUV | Juventus Fan Token | Solana | 2.69 | 2.6812 | -0.33% | 2.66 | -1.12% | 0.0077 | ✓ | 0.77 | 450k | 2023-03-04 |
| ATM | Atletico Madrid Fan Token | Solana | 2.95 | 2.9405 | -0.32% | 2.91 | -1.36% | 0.0100 | ✓ | 1.35 | 772k | 2023-03-04 |
| 1INCH | 1INCH | Ethereum | 0.528 | 0.526315 | -0.32% | 0.519 | -1.70% | 0.0137 | ✓ | 1.04 | 333k | 2023-03-04 |
| UOS | Ultra | Ethereum | 0.22004 | 0.219347 | -0.31% | 0.21704 | -1.36% | 0.0102 | ✓ | 1.19 | 372k | 2023-03-04 |
| LUNA | Terra | Terra 2 | 0.0001514 | 0.000150926 | -0.31% | 0.00014575 | -3.73% | 0.0346 | ✓ | 1.03 | 369k | 2023-03-04 |
| STRAX | Xertra | native | 0.54845 | 0.54675 | -0.31% | 0.54091 | -1.37% | 0.0104 | ✓ | 0.94 | 2,642 | 2023-03-04 |
| DEXE | DeXe | Ethereum | 2.857 | 2.8482 | -0.31% | 2.849 | -0.28% | 0.0005 | ✓ | 0.78 | 472k | 2023-03-04 |
| KAVA | Kava | Binance Smart Chain | 0.7985 | 0.796035 | -0.31% | 0.7915 | -0.88% | 0.0053 | ✓ | 1.27 | 714k | 2023-03-04 |
| XNO | Nano | native | 0.87241 | 0.869729 | -0.31% | 0.86939 | -0.35% | 0.0002 | ✓ | 0.73 | 600 | 2023-03-04 |
| IQ | IQ | Ethereum | 0.006425 | 0.006405 | -0.31% | 0.006144 | -4.38% | 0.0416 | ✓ | 0.59 | 1,083 | 2023-03-04 |
| CRO | Cronos | Ethereum | 0.0729 | 0.072676 | -0.31% | 0.07276 | -0.19% | 0.0015 | ✓ | 1.10 | 330k | 2023-03-04 |
| BAR | FC Barcelona Fan Token | Solana | 3.95 | 3.938 | -0.30% | 3.93 | -0.51% | 0.0019 | ✓ | 0.59 | 961k | 2023-03-04 |
| SPELL | Spell | Ethereum | 0.0007563 | 0.000754029 | -0.30% | 0.0007348 | -2.84% | 0.0254 | ✓ | 1.24 | 952k | 2023-03-04 |
| XLM | Stellar | Stellar | 0.085608 | 0.085351 | -0.30% | 0.083616 | -2.33% | 0.0203 | ✓ | 0.86 | 6.0M | 2023-03-04 |
| TWT | Trust Wallet | Binance Smart Chain | 1.313 | 1.3091 | -0.30% | 1.3767 | +4.85% | 0.0507 | ✗ | 1.08 | 7.0M | 2023-03-04 |
| LUNC | Terra Luna Classic | native | 0.00015173 | 0.00015128 | -0.30% | 0.00014484 | -4.54% | 0.0432 | ✓ | 0.86 | 128k | 2023-03-04 |
| POR | Portugal National Team Fan Token | Solana | 1.0679 | 1.0647 | -0.30% | 1.0769 | +0.84% | 0.0115 | ✗ | 0.39 | 14k | 2023-03-04 |
| SUSHI | Sushi | Ethereum | 1.2395 | 1.2358 | -0.30% | 1.2014 | -3.07% | 0.0278 | ✓ | 1.39 | 1.6M | 2023-03-04 |
| POKT | Pocket Network | Ethereum | 0.0591 | 0.058927 | -0.29% | 0.0589 | -0.34% | 0.0004 | ✓ | 0.12 | 214k | 2023-03-04 |
| UNI | Uniswap | Ethereum | 6.273 | 6.2546 | -0.29% | 6.163 | -1.75% | 0.0144 | ✓ | 1.15 | 4.5M | 2023-03-04 |
| TLM | Alien Worlds | Ethereum | 0.01991 | 0.019852 | -0.29% | 0.01867 | -6.23% | 0.0610 | ✓ | 1.29 | 11k | 2023-03-04 |
| ORBS | Orbs | Ethereum | 0.0323 | 0.032207 | -0.29% | 0.03203 | -0.84% | 0.0052 | ✓ | 0.82 | 7,301 | 2023-03-04 |
| TRX | TRON | Tron | 0.067155 | 0.066965 | -0.28% | 0.066674 | -0.72% | 0.0041 | ✓ | 0.77 | 265k | 2023-03-04 |
| NEXO | NEXO | Ethereum | 0.644 | 0.642182 | -0.28% | 0.656 | +1.86% | 0.0215 | ✗ | 0.58 | 1.1M | 2023-03-04 |
| AVT | Aventus | Ethereum | 1.11 | 1.1069 | -0.28% | 1.12 | +0.90% | 0.0120 | ✗ | 0.68 | 24k | 2023-03-04 |
| BAND | Band | Ethereum | 1.82 | 1.8149 | -0.28% | 1.734 | -4.73% | 0.0451 | ✓ | 1.56 | 837k | 2023-03-04 |
| MOVR | Moonriver | Base | 9.1307 | 9.1051 | -0.28% | 9.2258 | +1.04% | 0.0135 | ✗ | 1.14 | 45k | 2023-03-04 |
| OGN | Origin Token | Ethereum | 0.12419 | 0.123845 | -0.28% | 0.12017 | -3.24% | 0.0297 | ✓ | 1.31 | 227k | 2023-03-04 |
| ADA | Cardano | Cardano | 0.3432 | 0.342252 | -0.28% | 0.3367 | -1.89% | 0.0160 | ✓ | 1.20 | 23.2M | 2023-03-04 |
| XTZ | Tezos | Tezos | 1.1459 | 1.1427 | -0.28% | 1.1135 | -2.83% | 0.0255 | ✓ | 1.32 | 386k | 2023-03-04 |
| ALPINE | Alpine F1 Team Fan Token | Binance Smart Chain | 2.7558 | 2.7483 | -0.27% | 2.7614 | +0.20% | 0.0050 | ✗ | 0.85 | 1.9M | 2023-03-04 |
| AIOZ | AIOZ Network | Ethereum | 0.0341 | 0.034008 | -0.27% | 0.0329 | -3.52% | 0.0329 | ✓ | 0.63 | 79k | 2023-03-04 |
| IOTX | IoTeX | Ethereum | 0.025653 | 0.025584 | -0.27% | 0.025003 | -2.53% | 0.0226 | ✓ | 1.27 | 1,248 | 2023-03-04 |
| ETC | Ethereum Classic | native | 20.37 | 20.3153 | -0.27% | 19.95 | -2.06% | 0.0178 | ✓ | 1.19 | 2.1M | 2023-03-04 |
| CBETH | Coinbase Wrapped Staked ETH | Ethereum | 1,584.58 | 1,580.34 | -0.27% | 1,578.43 | -0.39% | 0.0009 | ✓ | 1.05 | 3.1M | 2023-03-04 |
| THETA | Theta Network | native | 1.0545 | 1.0517 | -0.27% | 1.0041 | -4.78% | 0.0459 | ✓ | 1.27 | 1,630 | 2023-03-04 |
| TRAC | OriginTrail | Ethereum | 0.3179 | 0.31706 | -0.26% | 0.3374 | +6.13% | 0.0626 | ✗ | 1.31 | 246k | 2023-03-04 |
| BCH | Bitcoin Cash | Bitcoin Cash | 126.39 | 126.0585 | -0.26% | 124.45 | -1.53% | 0.0125 | ✓ | 0.99 | 3.7M | 2023-03-04 |
| ACM | AC Milan Fan Token | Solana | 2.634 | 2.6271 | -0.26% | 2.577 | -2.16% | 0.0190 | ✓ | 0.74 | 592k | 2023-03-04 |
| OG | OG Fan Token | Solana | 2.642 | 2.6352 | -0.26% | 2.587 | -2.08% | 0.0182 | ✓ | 0.88 | 771k | 2023-03-04 |
| DOGE | Dogecoin | Dogecoin | 0.076837 | 0.076639 | -0.26% | 0.074665 | -2.83% | 0.0257 | ✓ | 1.11 | 4.5M | 2023-03-04 |
| WOO | WOO | Ethereum | 0.1924 | 0.191907 | -0.26% | 0.181 | -5.93% | 0.0580 | ✓ | 1.59 | 19k | 2023-03-04 |
| ZEN | Horizen | Base | 11 | 10.9731 | -0.24% | 10.74 | -2.36% | 0.0209 | ✓ | 1.66 | 1.0M | 2023-03-04 |
| CHR | Chromia | Ethereum | 0.1551 | 0.154734 | -0.24% | 0.1488 | -4.06% | 0.0387 | ✓ | 1.34 | 4,053 | 2023-03-04 |
| XYO | XYO Network | Ethereum | 0.005 | 0.004988 | -0.23% | 0.0064 | +28.00% | 0.2496 | ✗ | 1.16 | 407k | 2023-03-04 |
| ARPA | ARPA | Ethereum | 0.0385 | 0.038412 | -0.23% | 0.0372 | -3.38% | 0.0316 | ✓ | 1.35 | 57k | 2023-03-04 |
| ENS | Ethereum Name Service | Ethereum | 14.25 | 14.2178 | -0.23% | 14.06 | -1.33% | 0.0107 | ✓ | 1.32 | 573k | 2023-03-04 |
| ASR | AS Roma Fan Token | Solana | 2.664 | 2.6581 | -0.22% | 2.672 | +0.30% | 0.0055 | ✗ | 0.82 | 512k | 2023-03-04 |
| CITY | Manchester City Fan Token | Solana | 4.53 | 4.5202 | -0.22% | 4.45 | -1.77% | 0.0154 | ✓ | 0.75 | 910k | 2023-03-04 |
| AURORA | Aurora | Ethereum | 0.221 | 0.220525 | -0.22% | 0.231 | +4.52% | 0.0468 | ✗ | 1.36 | 144k | 2023-03-04 |
| LINK | Chainlink | Ethereum | 6.96 | 6.9451 | -0.21% | 6.858 | -1.47% | 0.0123 | ✓ | 1.08 | 16.1M | 2023-03-04 |
| BNT | Bancor Network | Ethereum | 0.4541 | 0.453141 | -0.21% | 0.4414 | -2.80% | 0.0259 | ✓ | 1.11 | 61k | 2023-03-04 |
| QNT | Quant | Ethereum | 124.97 | 124.7111 | -0.21% | 125.35 | +0.30% | 0.0054 | ✗ | 0.91 | 2.2M | 2023-03-04 |
| XVG | Verge | native | 0.003068 | 0.003062 | -0.21% | 0.00303 | -1.24% | 0.0101 | ✓ | 0.80 | 577k | 2023-03-04 |
| REQ | Request | Ethereum | 0.102 | 0.101793 | -0.20% | 0.10004 | -1.92% | 0.0171 | ✓ | 0.81 | 1,597 | 2023-03-04 |
| LTC | Litecoin | Litecoin | 90.59 | 90.4091 | -0.20% | 89.33 | -1.39% | 0.0117 | ✓ | 0.96 | 15.5M | 2023-03-04 |
| ZEC | Zcash | Zcash | 39.58 | 39.5038 | -0.19% | 38.54 | -2.63% | 0.0244 | ✓ | 1.08 | 2.5M | 2023-03-04 |
| WBTC | Wrapped Bitcoin | Ethereum | 22,284.60 | 22,242.16 | -0.19% | 22,004.70 | -1.26% | 0.0104 | ✓ | 1.03 | 2,799 | 2023-03-04 |
| ATOM | Cosmos Hub | Cosmos | 12.017 | 11.9946 | -0.19% | 11.844 | -1.44% | 0.0122 | ✓ | 1.21 | 9.8M | 2023-03-04 |
| KCS | KuCoin | native | 8.59 | 8.574 | -0.19% | 8.607 | +0.20% | 0.0041 | ✗ | 0.66 | 863k | 2023-03-04 |
| XMR | Monero | Monero | 144.96 | 144.6937 | -0.18% | 146.77 | +1.25% | 0.0145 | ✗ | 0.68 | 823k | 2023-03-04 |
| ALEPH | Aleph Cloud | Ethereum | 0.0664 | 0.066279 | -0.18% | 0.065 | -2.11% | 0.0192 | ✓ | 0.84 | 40k | 2023-03-04 |
| NEAR | NEAR Protocol | NEAR | 2.098 | 2.0942 | -0.18% | 2.05 | -2.29% | 0.0207 | ✓ | 1.93 | 1.5M | 2023-03-04 |
| POND | Marlin | Ethereum | 0.010554 | 0.010535 | -0.18% | 0.01017 | -3.64% | 0.0350 | ✓ | 0.84 | 5,448 | 2023-03-04 |
| LAZIO | Lazio Fan Token | Binance Smart Chain | 2.9305 | 2.9252 | -0.18% | 2.8849 | -1.56% | 0.0136 | ✓ | 0.98 | 1.7M | 2023-03-04 |
| CTK | Shentu | Osmosis | 0.773 | 0.771666 | -0.17% | 0.751 | -2.85% | 0.0268 | ✓ | 0.93 | 1.6M | 2023-03-04 |
| PEOPLE | ConstitutionDAO | Ethereum | 0.02306 | 0.023021 | -0.17% | 0.02242 | -2.78% | 0.0260 | ✓ | 1.52 | 7.0M | 2023-03-04 |
| LPT | Livepeer | Ethereum | 6.4 | 6.3902 | -0.15% | 6.01 | -6.09% | 0.0609 | ✓ | 1.50 | 718k | 2023-03-04 |
| RUNE | THORChain | THORChain | 1.508 | 1.5058 | -0.14% | 1.467 | -2.72% | 0.0256 | ✓ | 1.46 | 130k | 2023-03-04 |
| JASMY | JasmyCoin | Ethereum | 0.00549 | 0.005483 | -0.13% | 0.00526 | -4.19% | 0.0409 | ✓ | 1.82 | 5.1M | 2023-03-04 |
| XVS | Venus | Ethereum | 5.14 | 5.1335 | -0.13% | 5.14 | +0.00% | 0.0016 | ✗ | 0.92 | 839k | 2023-03-04 |
| SHIB | Shiba Inu | Ethereum | 0.00001137 | 0.000011357 | -0.12% | 0.00001114 | -2.02% | 0.0189 | ✓ | 1.03 | 777k | 2023-03-04 |
| BTTC | BTTC | 6.90e-7 | 6.89e-7 | -0.10% | 6.90e-7 | +0.00% | 0.0013 | ✗ | 0.85 | 1.1M | 2023-03-04 | |
| NIM | Nimiq | native | 0.001303 | 0.001302 | -0.09% | 0.001327 | +1.87% | 0.0196 | ✗ | 0.78 | 38k | 2023-03-04 |
| API3 | Api3 | Ethereum | 1.498 | 1.4967 | -0.09% | 1.444 | -3.60% | 0.0354 | ✓ | 1.50 | 183k | 2023-03-04 |
| SANTOS | Santos FC Fan Token | Binance Smart Chain | 4.623 | 4.619 | -0.09% | 4.601 | -0.48% | 0.0035 | ✓ | 1.11 | 2.2M | 2023-03-04 |
| RAD | Radworks | Ethereum | 1.74 | 1.7388 | -0.07% | 1.83 | +5.17% | 0.0515 | ✗ | 1.25 | 111k | 2023-03-04 |
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.