2023-03-02 · +1d
lstm_s3 · 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
-0.0464
244 of 244 tokens assessed
long-short decile
-1.66%
realised beta-adjusted alpha
direction hit
62.7%
in alpha space · 95.5% on raw price
BTC over horizon
-4.73%
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| WBTC | Wrapped Bitcoin | Ethereum | 23,667.00 | 23,658.33 | -0.04% | 22,284.60 | -5.84% | 0.0105 | ✓ | 1.02 | 2,799 | 2023-03-03 |
| SANTOS | Santos FC Fan Token | Binance Smart Chain | 4.903 | 4.8974 | -0.11% | 4.623 | -5.71% | 0.0034 | ✓ | 1.12 | 2.2M | 2023-03-03 |
| LPT | Livepeer | Ethereum | 6.97 | 6.9572 | -0.18% | 6.4 | -8.18% | 0.0111 | ✓ | 1.49 | 661k | 2023-03-03 |
| AIOZ | AIOZ Network | Ethereum | 0.0363 | 0.036231 | -0.19% | 0.0341 | -6.06% | 0.0319 | ✓ | 0.59 | 79k | 2023-03-03 |
| IOTX | IoTeX | Ethereum | 0.02731 | 0.027256 | -0.20% | 0.025653 | -6.07% | 0.0012 | ✓ | 1.28 | 1,235 | 2023-03-03 |
| NIM | Nimiq | native | 0.001386 | 0.001383 | -0.20% | 0.001303 | -5.98% | 0.0233 | ✓ | 0.75 | 41k | 2023-03-03 |
| UNI | Uniswap | Ethereum | 6.638 | 6.6243 | -0.21% | 6.273 | -5.50% | 0.0016 | ✓ | 1.16 | 4.6M | 2023-03-03 |
| WAXL | Wrapped Axelar | native | 0.7457 | 0.744123 | -0.21% | 0.7116 | -4.57% | 0.0184 | ✓ | 0.54 | 158k | 2023-03-03 |
| STORJ | Storj | Ethereum | 0.42193 | 0.421017 | -0.22% | 0.38695 | -8.29% | 0.0099 | ✓ | 1.54 | 49k | 2023-03-03 |
| SHIB | Shiba Inu | Ethereum | 0.00001205 | 0.000012024 | -0.22% | 0.00001137 | -5.64% | 0.0064 | ✓ | 1.02 | 777k | 2023-03-03 |
| POKT | Pocket Network | Ethereum | 0.0605 | 0.060366 | -0.22% | 0.0591 | -2.31% | 0.0159 | ✓ | 0.11 | 214k | 2023-03-03 |
| UOS | Ultra | Ethereum | 0.2288 | 0.228283 | -0.23% | 0.22004 | -3.83% | 0.0221 | ✗ | 1.22 | 385k | 2023-03-03 |
| COMP | Compound | Ethereum | 49.59 | 49.478 | -0.23% | 46.8 | -5.63% | 0.0156 | ✗ | 1.47 | 12k | 2023-03-03 |
| REQ | Request | Ethereum | 0.11059 | 0.110333 | -0.23% | 0.102 | -7.77% | 0.0423 | ✓ | 0.75 | 1,597 | 2023-03-03 |
| BCHSV | Bitcoin Cash SV | 41.806 | 41.7063 | -0.24% | 39.46 | -5.61% | 0.0246 | ✓ | 0.64 | 155k | 2023-03-03 | |
| AUCTION | Bounce | Ethereum | 6.1 | 6.0854 | -0.24% | 5.6 | -8.20% | 0.0247 | ✓ | 1.21 | 66k | 2023-03-03 |
| CITY | Manchester City Fan Token | Solana | 4.64 | 4.6286 | -0.25% | 4.53 | -2.37% | 0.0159 | ✗ | 0.77 | 983k | 2023-03-03 |
| STEEM | Steem | native | 0.2298 | 0.22923 | -0.25% | 0.2134 | -7.14% | 0.0240 | ✓ | 0.98 | 666k | 2023-03-03 |
| ZIL | Zilliqa | Binance Smart Chain | 0.030807 | 0.030728 | -0.25% | 0.028553 | -7.32% | 0.0107 | ✓ | 1.29 | 2,673 | 2023-03-03 |
| ALEPH | Aleph Cloud | Ethereum | 0.0688 | 0.068622 | -0.26% | 0.0664 | -3.49% | 0.0088 | ✗ | 0.86 | 43k | 2023-03-03 |
| PORTO | FC Porto | Binance Smart Chain | 2.7236 | 2.7165 | -0.26% | 2.6075 | -4.26% | 0.0053 | ✗ | 0.96 | 1.3M | 2023-03-03 |
| ZEC | Zcash | Zcash | 43.58 | 43.466 | -0.26% | 39.58 | -9.18% | 0.0437 | ✓ | 1.03 | 2.3M | 2023-03-03 |
| CHR | Chromia | Ethereum | 0.1701 | 0.169649 | -0.27% | 0.1551 | -8.82% | 0.0267 | ✓ | 1.30 | 3,659 | 2023-03-03 |
| OGN | Origin Token | Ethereum | 0.13508 | 0.134716 | -0.27% | 0.12419 | -8.06% | 0.0187 | ✓ | 1.29 | 234k | 2023-03-03 |
| DOGE | Dogecoin | Dogecoin | 0.08048 | 0.080261 | -0.27% | 0.076837 | -4.53% | 0.0110 | ✗ | 1.13 | 4.5M | 2023-03-03 |
| KCS | KuCoin | native | 8.826 | 8.8016 | -0.28% | 8.59 | -2.67% | 0.0082 | ✗ | 0.67 | 869k | 2023-03-03 |
| XMR | Monero | Monero | 150.97 | 150.5472 | -0.28% | 144.96 | -3.98% | 0.0056 | ✓ | 0.67 | 854k | 2023-03-03 |
| COTI | COTI | Ethereum | 0.0885 | 0.088251 | -0.28% | 0.0816 | -7.80% | 0.0027 | ✓ | 1.56 | 665k | 2023-03-03 |
| POND | Marlin | Ethereum | 0.011384 | 0.011352 | -0.28% | 0.010554 | -7.29% | 0.0358 | ✓ | 0.77 | 5,277 | 2023-03-03 |
| BAT | Basic Attention | Ethereum | 0.29141 | 0.290587 | -0.28% | 0.26838 | -7.90% | 0.0166 | ✓ | 1.30 | 143k | 2023-03-03 |
| KSM | Kusama | Hydration | 36.32 | 36.2164 | -0.29% | 33.88 | -6.72% | 0.0002 | ✓ | 1.37 | 272k | 2023-03-03 |
| ALGO | Algorand | Algorand | 0.2419 | 0.241202 | -0.29% | 0.2333 | -3.56% | 0.0324 | ✗ | 1.36 | 10.0M | 2023-03-03 |
| THETA | Theta Network | native | 1.1694 | 1.166 | -0.29% | 1.0545 | -9.83% | 0.0421 | ✓ | 1.21 | 1,641 | 2023-03-03 |
| XLM | Stellar | Stellar | 0.087517 | 0.08726 | -0.29% | 0.085608 | -2.18% | 0.0237 | ✗ | 0.88 | 6.0M | 2023-03-03 |
| XNO | Nano | native | 0.89446 | 0.891826 | -0.29% | 0.87241 | -2.47% | 0.0140 | ✗ | 0.74 | 675 | 2023-03-03 |
| WOO | WOO | Ethereum | 0.2129 | 0.212269 | -0.30% | 0.1924 | -9.63% | 0.0236 | ✓ | 1.54 | 19k | 2023-03-03 |
| RUNE | THORChain | THORChain | 1.635 | 1.6301 | -0.30% | 1.508 | -7.77% | 0.0069 | ✓ | 1.46 | 130k | 2023-03-03 |
| BNT | Bancor Network | Ethereum | 0.4712 | 0.469768 | -0.30% | 0.4541 | -3.63% | 0.0212 | ✗ | 1.14 | 67k | 2023-03-03 |
| AVT | Aventus | Ethereum | 1.19 | 1.1864 | -0.30% | 1.11 | -6.72% | 0.0354 | ✓ | 0.64 | 24k | 2023-03-03 |
| ETHW | EthereumPoW | native | 3.7063 | 3.695 | -0.31% | 3.467 | -6.46% | 0.0008 | ✓ | 1.30 | 588 | 2023-03-03 |
| ONG | Ontology Gas | native | 0.32083 | 0.319851 | -0.31% | 0.29527 | -7.97% | 0.0516 | ✓ | 0.58 | 1,054 | 2023-03-03 |
| PRO | Propy | Ethereum | 0.4489 | 0.447529 | -0.31% | 0.4577 | +1.96% | 0.0467 | ✗ | 0.50 | 67k | 2023-03-03 |
| AAVE | Aave | Ethereum | 79.91 | 79.6657 | -0.31% | 76.85 | -3.83% | 0.0308 | ✗ | 1.38 | 7.6M | 2023-03-03 |
| ARPA | ARPA | Ethereum | 0.0404 | 0.040276 | -0.31% | 0.0385 | -4.70% | 0.0217 | ✗ | 1.38 | 61k | 2023-03-03 |
| ELA | Elastos | Ethereum | 1.242 | 1.2382 | -0.31% | 1.166 | -6.12% | 0.0224 | ✓ | 0.78 | 117k | 2023-03-03 |
| IQ | IQ | Ethereum | 0.006715 | 0.006694 | -0.31% | 0.006425 | -4.31% | 0.0139 | ✓ | 0.56 | 1,083 | 2023-03-03 |
| XVS | Venus | Ethereum | 5.47 | 5.4531 | -0.31% | 5.14 | -6.03% | 0.0155 | ✓ | 0.90 | 839k | 2023-03-03 |
| ADA | Cardano | Cardano | 0.3505 | 0.349399 | -0.31% | 0.3432 | -2.08% | 0.0423 | ✗ | 1.24 | 23.2M | 2023-03-03 |
| DOT | Polkadot | Polkadot | 6.335 | 6.3146 | -0.32% | 6.037 | -4.70% | 0.0194 | ✗ | 1.33 | 8.6M | 2023-03-03 |
| FIDA | Bonfida | Solana | 0.498 | 0.496393 | -0.32% | 0.451 | -9.44% | 0.0264 | ✓ | 1.43 | 12k | 2023-03-03 |
| CTK | Shentu | Osmosis | 0.817 | 0.814352 | -0.32% | 0.773 | -5.39% | 0.0074 | ✓ | 0.92 | 1.6M | 2023-03-03 |
| TRX | TRON | Tron | 0.069672 | 0.069446 | -0.32% | 0.067155 | -3.61% | 0.0036 | ✗ | 0.77 | 271k | 2023-03-03 |
| NEXO | NEXO | Ethereum | 0.683 | 0.680777 | -0.33% | 0.644 | -5.71% | 0.0299 | ✓ | 0.53 | 1.2M | 2023-03-03 |
| KAVA | Kava | Binance Smart Chain | 0.8662 | 0.863379 | -0.33% | 0.7985 | -7.82% | 0.0179 | ✓ | 1.24 | 714k | 2023-03-03 |
| RARE | SuperRare | Ethereum | 0.1528 | 0.152302 | -0.33% | 0.145 | -5.10% | 0.0025 | ✓ | 0.96 | 102k | 2023-03-03 |
| LEO | LEO Token | Ethereum | 3.3352 | 3.3243 | -0.33% | 3.3704 | +1.06% | 0.0174 | ✗ | 0.08 | 180k | 2023-03-03 |
| CBETH | Coinbase Wrapped Staked ETH | Ethereum | 1,656.86 | 1,651.32 | -0.33% | 1,584.58 | -4.36% | 0.0104 | ✗ | 1.07 | 3.1M | 2023-03-03 |
| HOT | Holo | Ethereum | 0.002034 | 0.002027 | -0.33% | 0.001908 | -6.17% | 0.0066 | ✓ | 1.11 | 1,865 | 2023-03-03 |
| API3 | Api3 | Ethereum | 1.58 | 1.5747 | -0.34% | 1.498 | -5.19% | 0.0241 | ✗ | 1.53 | 191k | 2023-03-03 |
| SWFTC | SWFTCOIN | Ethereum | 0.001321 | 0.001317 | -0.34% | 0.001215 | -8.02% | 0.0455 | ✓ | 0.72 | 114k | 2023-03-03 |
| BAR | FC Barcelona Fan Token | Solana | 4 | 3.9865 | -0.34% | 3.95 | -1.25% | 0.0206 | ✗ | 0.61 | 966k | 2023-03-03 |
| STRAX | Xertra | native | 0.59373 | 0.591717 | -0.34% | 0.54845 | -7.63% | 0.0331 | ✓ | 0.88 | 2,425 | 2023-03-03 |
| BCH | Bitcoin Cash | Bitcoin Cash | 131.85 | 131.3979 | -0.34% | 126.39 | -4.14% | 0.0097 | ✗ | 1.00 | 3.7M | 2023-03-03 |
| ETC | Ethereum Classic | native | 21.09 | 21.0175 | -0.34% | 20.37 | -3.41% | 0.0282 | ✗ | 1.23 | 2.1M | 2023-03-03 |
| INDEX | The Index | Robinhood | 1.98 | 1.9732 | -0.34% | 1.88 | -5.05% | 0.0254 | ✓ | 0.47 | 80k | 2023-03-03 |
| ENS | Ethereum Name Service | Ethereum | 15.63 | 15.5761 | -0.35% | 14.25 | -8.83% | 0.0264 | ✓ | 1.29 | 573k | 2023-03-03 |
| ALICE | My Neighbor Alice | Ethereum | 1.846 | 1.8396 | -0.35% | 1.697 | -8.07% | 0.0038 | ✗ | 1.74 | 62k | 2023-03-03 |
| SGB | Songbird | native | 0.009 | 0.008969 | -0.35% | 0.0091 | +1.11% | 0.0311 | ✗ | 0.34 | 44k | 2023-03-03 |
| XYO | XYO Network | Ethereum | 0.00523 | 0.005212 | -0.35% | 0.005 | -4.40% | 0.0156 | ✗ | 1.18 | 407k | 2023-03-03 |
| ICP | Internet Computer | Ethereum | 5.932 | 5.9113 | -0.35% | 5.594 | -5.70% | 0.0144 | ✗ | 1.43 | 5.3M | 2023-03-03 |
| ASR | AS Roma Fan Token | Solana | 2.803 | 2.7932 | -0.35% | 2.664 | -4.96% | 0.0081 | ✓ | 0.81 | 512k | 2023-03-03 |
| TLM | Alien Worlds | Ethereum | 0.0216 | 0.021525 | -0.35% | 0.01991 | -7.82% | 0.0167 | ✓ | 1.27 | 11k | 2023-03-03 |
| SPELL | Spell | Ethereum | 0.000828 | 0.000825104 | -0.35% | 0.0007563 | -8.66% | 0.0286 | ✓ | 1.21 | 936k | 2023-03-03 |
| ACM | AC Milan Fan Token | Solana | 2.756 | 2.7463 | -0.35% | 2.634 | -4.43% | 0.0063 | ✓ | 0.73 | 546k | 2023-03-03 |
| XTZ | Tezos | Tezos | 1.1787 | 1.1745 | -0.36% | 1.1459 | -2.78% | 0.0417 | ✗ | 1.37 | 354k | 2023-03-03 |
| NEAR | NEAR Protocol | NEAR | 2.259 | 2.251 | -0.36% | 2.098 | -7.13% | 0.0249 | ✗ | 1.97 | 1.6M | 2023-03-03 |
| METIS | Metis | Ethereum | 31.27 | 31.1584 | -0.36% | 29.95 | -4.22% | 0.0261 | ✗ | 1.35 | 268k | 2023-03-03 |
| POR | Portugal National Team Fan Token | Solana | 1.0995 | 1.0956 | -0.36% | 1.0679 | -2.87% | 0.0058 | ✓ | 0.41 | 14k | 2023-03-03 |
| QTUM | Qtum | Qtum | 3.2687 | 3.257 | -0.36% | 3.0586 | -6.43% | 0.0049 | ✓ | 1.20 | 55k | 2023-03-03 |
| ORBS | Orbs | Ethereum | 0.03392 | 0.033797 | -0.36% | 0.0323 | -4.78% | 0.0060 | ✓ | 0.81 | 7,301 | 2023-03-03 |
| PUNDIX | Pundi X | Ethereum | 0.5036 | 0.501774 | -0.36% | 0.4702 | -6.63% | 0.0181 | ✓ | 0.97 | 8,833 | 2023-03-03 |
| QI | BENQI | Avalanche | 0.010747 | 0.010708 | -0.36% | 0.009712 | -9.63% | 0.0493 | ✓ | 1.00 | 201k | 2023-03-03 |
| PNG | Pangolin | Avalanche | 0.05581 | 0.055605 | -0.37% | 0.05296 | -5.11% | 0.0140 | ✗ | 1.30 | 113k | 2023-03-03 |
| ATM | Atletico Madrid Fan Token | Solana | 3.17 | 3.1584 | -0.37% | 2.95 | -6.94% | 0.0027 | ✓ | 1.35 | 772k | 2023-03-03 |
| LSK | Lisk | Ethereum | 1.1595 | 1.1552 | -0.37% | 1.0679 | -7.90% | 0.0297 | ✓ | 1.01 | 67k | 2023-03-03 |
| XVG | Verge | native | 0.0033 | 0.003288 | -0.37% | 0.003068 | -7.03% | 0.0323 | ✓ | 0.76 | 597k | 2023-03-03 |
| PHA | PHALA | Ethereum | 0.1794 | 0.178734 | -0.37% | 0.1662 | -7.36% | 0.0259 | ✓ | 0.97 | 59k | 2023-03-03 |
| SUSHI | Sushi | Ethereum | 1.3142 | 1.3093 | -0.37% | 1.2395 | -5.68% | 0.0138 | ✗ | 1.42 | 1.7M | 2023-03-03 |
| CRO | Cronos | Ethereum | 0.07689 | 0.076604 | -0.37% | 0.0729 | -5.19% | 0.0037 | ✓ | 1.10 | 331k | 2023-03-03 |
| DKA | dKargo | Ethereum | 0.04174 | 0.041584 | -0.37% | 0.0391 | -6.32% | 0.0265 | ✓ | 0.72 | 22k | 2023-03-03 |
| SUPER | SuperVerse | Ethereum | 0.14223 | 0.141696 | -0.38% | 0.12927 | -9.11% | 0.0359 | ✓ | 1.15 | 174k | 2023-03-03 |
| GLM | Golem | Ethereum | 0.2684 | 0.267381 | -0.38% | 0.2486 | -7.38% | 0.0257 | ✓ | 0.97 | 64k | 2023-03-03 |
| LRC | Loopring | Ethereum | 0.3588 | 0.357432 | -0.38% | 0.3372 | -6.02% | 0.0098 | ✗ | 1.40 | 259k | 2023-03-03 |
| LAZIO | Lazio Fan Token | Binance Smart Chain | 3.1325 | 3.1204 | -0.39% | 2.9305 | -6.45% | 0.0152 | ✓ | 0.98 | 1.7M | 2023-03-03 |
| GLMR | Moonbeam | Base | 0.433 | 0.431324 | -0.39% | 0.411 | -5.08% | 0.0189 | ✗ | 1.39 | 95k | 2023-03-03 |
| ATOM | Cosmos Hub | Cosmos | 12.461 | 12.4127 | -0.39% | 12.017 | -3.56% | 0.0281 | ✗ | 1.25 | 9.9M | 2023-03-03 |
| MANA | Decentraland | Ethereum | 0.63786 | 0.635364 | -0.39% | 0.6009 | -5.79% | 0.0350 | ✗ | 1.87 | 406k | 2023-03-03 |
| CRV | Curve DAO | Ethereum | 0.99 | 0.986101 | -0.39% | 0.9353 | -5.53% | 0.0295 | ✗ | 1.70 | 4.7M | 2023-03-03 |
| OG | OG Fan Token | Solana | 2.785 | 2.774 | -0.40% | 2.642 | -5.13% | 0.0070 | ✓ | 0.86 | 779k | 2023-03-03 |
| BTTC | BTTC | 7.30e-7 | 7.27e-7 | -0.40% | 6.90e-7 | -5.48% | 0.0117 | ✓ | 0.84 | 1.1M | 2023-03-03 | |
| POLYX | Polymesh | native | 0.19627 | 0.195491 | -0.40% | 0.17814 | -9.24% | 0.0482 | ✓ | 0.92 | 16k | 2023-03-03 |
| XPR | XPR Network | Ethereum | 0.001616 | 0.00161 | -0.40% | 0.001674 | +3.59% | 0.1011 | ✗ | 1.28 | 943k | 2023-03-03 |
| RAD | Radworks | Ethereum | 1.96 | 1.9522 | -0.40% | 1.74 | -11.22% | 0.0577 | ✓ | 1.18 | 116k | 2023-03-03 |
| DIA | DIA | Ethereum | 0.40725 | 0.405625 | -0.40% | 0.37889 | -6.96% | 0.0201 | ✓ | 0.99 | 31k | 2023-03-03 |
| QNT | Quant | Ethereum | 126.69 | 126.1816 | -0.40% | 124.97 | -1.36% | 0.0368 | ✗ | 0.96 | 2.2M | 2023-03-03 |
| GODS | Gods Unchained | Ethereum | 0.28149 | 0.280357 | -0.40% | 0.25374 | -9.86% | 0.0236 | ✓ | 1.57 | 191k | 2023-03-03 |
| LUNA | Terra | Terra 2 | 0.00016931 | 0.000168618 | -0.41% | 0.0001514 | -10.58% | 0.0607 | ✓ | 0.97 | 346k | 2023-03-03 |
| CBK | Cobak | Ethereum | 0.81311 | 0.809767 | -0.41% | 0.77252 | -4.99% | 0.0099 | ✓ | 0.77 | 13k | 2023-03-03 |
| IDEX | IDEX | Ethereum | 0.06179 | 0.061535 | -0.41% | 0.05878 | -4.87% | 0.0029 | ✓ | 1.01 | 3,579 | 2023-03-03 |
| HBAR | Hedera | Hedera | 0.06893 | 0.068646 | -0.41% | 0.06394 | -7.24% | 0.0040 | ✓ | 1.38 | 5.3M | 2023-03-03 |
| MOVR | Moonriver | Base | 9.7608 | 9.7205 | -0.41% | 9.1307 | -6.46% | 0.0072 | ✓ | 1.14 | 45k | 2023-03-03 |
| TWT | Trust Wallet | Binance Smart Chain | 1.2966 | 1.2912 | -0.41% | 1.313 | +1.26% | 0.0736 | ✗ | 1.17 | 7.0M | 2023-03-03 |
| JOE | JOE | Arbitrum | 0.26218 | 0.261091 | -0.42% | 0.24883 | -5.09% | 0.0062 | ✗ | 1.12 | 836 | 2023-03-03 |
| MASK | Mask Network | Ethereum | 3.8 | 3.7842 | -0.42% | 3.45 | -9.21% | 0.0116 | ✓ | 1.67 | 1.1M | 2023-03-03 |
| HIVE | Hive | native | 0.4399 | 0.438064 | -0.42% | 0.4198 | -4.57% | 0.0094 | ✗ | 1.07 | 1.0M | 2023-03-03 |
| PSG | Paris Saint-Germain Fan Token | Solana | 6.25 | 6.2237 | -0.42% | 6.07 | -2.88% | 0.0069 | ✗ | 0.66 | 738k | 2023-03-03 |
| NANO | nanopay | Base | 0.900121 | 0.896278 | -0.43% | 0.867947 | -3.57% | 0.0097 | ✗ | 0.86 | 77k | 2023-03-03 |
| JUV | Juventus Fan Token | Solana | 2.8 | 2.788 | -0.43% | 2.69 | -3.93% | 0.0017 | ✓ | 0.77 | 450k | 2023-03-03 |
| BAND | Band | Ethereum | 1.987 | 1.9785 | -0.43% | 1.82 | -8.40% | 0.0088 | ✓ | 1.54 | 883k | 2023-03-03 |
| UMA | UMA | Ethereum | 2.195 | 2.1856 | -0.43% | 2.036 | -7.24% | 0.0216 | ✓ | 1.02 | 507k | 2023-03-03 |
| JASMY | JasmyCoin | Ethereum | 0.00591 | 0.005885 | -0.43% | 0.00549 | -7.11% | 0.0199 | ✗ | 1.84 | 5.1M | 2023-03-03 |
| ZRX | 0x Protocol | Ethereum | 0.276219 | 0.275024 | -0.43% | 0.251592 | -8.92% | 0.0181 | ✓ | 1.46 | 1.1M | 2023-03-03 |
| PEOPLE | ConstitutionDAO | Ethereum | 0.02637 | 0.026255 | -0.44% | 0.02306 | -12.55% | 0.0591 | ✓ | 1.46 | 7.0M | 2023-03-03 |
| POWR | Powerledger | Ethereum | 0.2077 | 0.206787 | -0.44% | 0.1906 | -8.23% | 0.0279 | ✓ | 1.11 | 65k | 2023-03-03 |
| SC | Siacoin | native | 0.00429 | 0.004271 | -0.44% | 0.00394 | -8.16% | 0.0097 | ✓ | 1.47 | 254k | 2023-03-03 |
| MBL | MovieBloc | Ontology | 0.003826 | 0.003809 | -0.44% | 0.003546 | -7.32% | 0.0188 | ✓ | 1.09 | 2,004 | 2023-03-03 |
| CVC | Civic | Ethereum | 0.1285 | 0.127928 | -0.44% | 0.1178 | -8.33% | 0.0317 | ✓ | 1.05 | 141k | 2023-03-03 |
| XYM | Symbol | native | 0.038804 | 0.038631 | -0.44% | 0.037395 | -3.63% | 0.0007 | ✓ | 0.69 | 21k | 2023-03-03 |
| PYR | Vulcan Forged | Ethereum | 3.689 | 3.6726 | -0.45% | 3.526 | -4.42% | 0.0268 | ✗ | 1.39 | 203k | 2023-03-03 |
| MTL | Metal DAO | Metal L2 | 1.307 | 1.3011 | -0.45% | 1.211 | -7.35% | 0.0125 | ✓ | 1.22 | 3.1M | 2023-03-03 |
| LUNC | Terra Luna Classic | native | 0.00016856 | 0.000167798 | -0.45% | 0.00015173 | -9.98% | 0.0632 | ✓ | 0.77 | 119k | 2023-03-03 |
| SKL | SKALE | Ethereum | 0.047 | 0.046787 | -0.45% | 0.0435 | -7.45% | 0.0028 | ✓ | 1.56 | 1.4M | 2023-03-03 |
| VRA | Verasity | Ethereum | 0.007072 | 0.00704 | -0.45% | 0.006464 | -8.60% | 0.0026 | ✓ | 1.81 | 44k | 2023-03-03 |
| CHZ | Chiliz | Ethereum | 0.1341 | 0.133491 | -0.45% | 0.1269 | -5.37% | 0.0175 | ✗ | 1.41 | 884k | 2023-03-03 |
| EGLD | MultiversX | native | 46.13 | 45.9204 | -0.45% | 43.16 | -6.44% | 0.0156 | ✓ | 0.96 | 159k | 2023-03-03 |
| DEXE | DeXe | Ethereum | 2.96 | 2.9465 | -0.45% | 2.857 | -3.48% | 0.0043 | ✓ | 0.72 | 461k | 2023-03-03 |
| LTC | Litecoin | Litecoin | 95.4 | 94.9651 | -0.46% | 90.59 | -5.04% | 0.0010 | ✓ | 0.95 | 15.5M | 2023-03-03 |
| C98 | Coin98 | Ethereum | 0.2728 | 0.271551 | -0.46% | 0.2496 | -8.50% | 0.0108 | ✓ | 1.52 | 104k | 2023-03-03 |
| FLOW | Flow | native | 1.144 | 1.1387 | -0.46% | 1.081 | -5.51% | 0.0318 | ✗ | 1.73 | 1.3M | 2023-03-03 |
| XEM | NEM | native | 0.048673 | 0.048448 | -0.46% | 0.043255 | -11.13% | 0.0576 | ✓ | 1.15 | 28k | 2023-03-03 |
| RLC | iExec RLC | Ethereum | 1.9022 | 1.8933 | -0.47% | 1.8181 | -4.42% | 0.0136 | ✗ | 1.12 | 871k | 2023-03-03 |
| GNO | Gnosis | Ethereum | 108.586 | 108.0769 | -0.47% | 102.908 | -5.23% | 0.0063 | ✓ | 0.88 | 263 | 2023-03-03 |
| INJ | Injective | Ethereum | 3.732 | 3.7145 | -0.47% | 3.603 | -3.46% | 0.0499 | ✗ | 1.66 | 2.0M | 2023-03-03 |
| 1INCH | 1INCH | Ethereum | 0.565 | 0.562342 | -0.47% | 0.528 | -6.55% | 0.0129 | ✓ | 1.04 | 333k | 2023-03-03 |
| SAND | The Sandbox | Ethereum | 0.6893 | 0.686054 | -0.47% | 0.6412 | -6.98% | 0.0169 | ✗ | 1.74 | 3.1M | 2023-03-03 |
| GTC | Gitcoin | Ethereum | 2.1 | 2.0901 | -0.47% | 1.84 | -12.38% | 0.0608 | ✓ | 1.37 | 189k | 2023-03-03 |
| BLUR | Blur | Ethereum | 0.8176 | 0.8137 | -0.48% | 0.7247 | -11.36% | 0.0674 | ✓ | 1.00 | 16.9M | 2023-03-03 |
| TKO | Tokocrypto | Binance Smart Chain | 0.3466 | 0.344943 | -0.48% | 0.3289 | -5.11% | 0.0015 | ✓ | 0.95 | 2.9M | 2023-03-03 |
| NUM | Numbers Protocol | Ethereum | 0.041786 | 0.041585 | -0.48% | 0.042146 | +0.86% | 0.0619 | ✗ | 1.00 | 1,015 | 2023-03-03 |
| ANKR | Ankr Network | Ethereum | 0.03765 | 0.037467 | -0.48% | 0.03549 | -5.74% | 0.0117 | ✗ | 1.36 | 97k | 2023-03-03 |
| MED | Medibloc | Osmosis | 0.021202 | 0.021099 | -0.48% | 0.019605 | -7.53% | 0.0511 | ✓ | 0.46 | 13k | 2023-03-03 |
| ASTR | Astar | Ethereum | 0.0766 | 0.076227 | -0.49% | 0.0697 | -9.01% | 0.0277 | ✓ | 1.28 | 51k | 2023-03-03 |
| ALPINE | Alpine F1 Team Fan Token | Binance Smart Chain | 3.0845 | 3.0694 | -0.49% | 2.7558 | -10.66% | 0.0701 | ✓ | 0.78 | 1.9M | 2023-03-03 |
| AMP | Amp | Ethereum | 0.0054 | 0.005374 | -0.49% | 0.0051 | -5.56% | 0.0041 | ✓ | 1.16 | 1.2M | 2023-03-03 |
| NCT | PolySwarm | Ethereum | 0.01118 | 0.011125 | -0.49% | 0.0105 | -6.08% | 0.0124 | ✓ | 0.94 | 145k | 2023-03-03 |
| ZEN | Horizen | Base | 11.99 | 11.9309 | -0.49% | 11 | -8.26% | 0.0016 | ✓ | 1.64 | 1.0M | 2023-03-03 |
| AVAX | Avalanche | Avalanche | 17.47 | 17.3832 | -0.50% | 16.67 | -4.58% | 0.0301 | ✗ | 1.49 | 15.4M | 2023-03-03 |
| APT | Aptos | Aptos | 12.85 | 12.7858 | -0.50% | 11.74 | -8.64% | 0.0190 | ✗ | 2.15 | 5.5M | 2023-03-03 |
| BTT | BitTorrent | Ethereum | 7.30e-7 | 7.26e-7 | -0.50% | 7.00e-7 | -4.11% | 0.0106 | ✓ | 0.54 | 10k | 2023-03-03 |
| IMX | Immutable | Ethereum | 0.9889 | 0.983927 | -0.50% | 1.0249 | +3.64% | 0.1129 | ✗ | 1.49 | 2.3M | 2023-03-03 |
| RPL | Rocket Pool | Ethereum | 44.16 | 43.9353 | -0.51% | 41.14 | -6.84% | 0.0132 | ✓ | 1.08 | 206k | 2023-03-03 |
| IOTA | IOTA | IOTA | 0.2404 | 0.239175 | -0.51% | 0.2226 | -7.40% | 0.0187 | ✓ | 1.10 | 3.1M | 2023-03-03 |
| DASH | Dash | Dash | 72.41 | 72.0406 | -0.51% | 69.32 | -4.27% | 0.0052 | ✗ | 0.90 | 743k | 2023-03-03 |
| TRB | Tellor Tributes | Ethereum | 17.91 | 17.8185 | -0.51% | 16.34 | -8.77% | 0.0205 | ✓ | 1.37 | 331k | 2023-03-03 |
| LINK | Chainlink | Ethereum | 7.28 | 7.2428 | -0.51% | 6.96 | -4.40% | 0.0137 | ✗ | 1.11 | 16.2M | 2023-03-03 |
| GALA | GALA | Ethereum | 0.0399 | 0.039696 | -0.51% | 0.0374 | -6.27% | 0.0306 | ✗ | 1.86 | 875k | 2023-03-03 |
| AXL | Axelar | Ethereum | 0.7457 | 0.741878 | -0.51% | 0.7058 | -5.35% | 0.0014 | ✓ | 1.00 | 174k | 2023-03-03 |
| BORA | BORA | Klay Token | 0.20759 | 0.20652 | -0.52% | 0.19223 | -7.40% | 0.0185 | ✓ | 1.10 | 14k | 2023-03-03 |
| XEC | eCash | native | 0.00003412 | 0.000033944 | -0.52% | 0.00003174 | -6.98% | 0.0088 | ✓ | 1.20 | 1.7M | 2023-03-03 |
| CTSI | Cartesi | Ethereum | 0.1632 | 0.162356 | -0.52% | 0.15 | -8.09% | 0.0057 | ✓ | 1.52 | 652k | 2023-03-03 |
| CKB | Nervos Network | native | 0.005076 | 0.00505 | -0.52% | 0.004639 | -8.61% | 0.0329 | ✓ | 1.07 | 5,018 | 2023-03-03 |
| CVX | Convex Finance | Ethereum | 6.071 | 6.0393 | -0.52% | 5.842 | -3.77% | 0.0253 | ✗ | 1.21 | 108k | 2023-03-03 |
| XCN | Onyxcoin | Ethereum | 0.00909 | 0.009042 | -0.52% | 0.00849 | -6.60% | 0.0271 | ✓ | 0.74 | 772k | 2023-03-03 |
| AUDIO | Audius | Ethereum | 0.3018 | 0.300221 | -0.52% | 0.2797 | -7.32% | 0.0017 | ✓ | 1.50 | 600k | 2023-03-03 |
| LCX | LCX | Ethereum | 0.1019 | 0.101366 | -0.52% | 0.1056 | +3.63% | 0.1151 | ✗ | 1.53 | 788k | 2023-03-03 |
| ROSE | Oasis | Binance Smart Chain | 0.06517 | 0.064828 | -0.52% | 0.05975 | -8.32% | 0.0107 | ✓ | 1.46 | 1.6M | 2023-03-03 |
| CELR | Celer Network | Ethereum | 0.020833 | 0.020723 | -0.53% | 0.018883 | -9.36% | 0.0155 | ✓ | 1.60 | 14k | 2023-03-03 |
| TRAC | OriginTrail | Ethereum | 0.3446 | 0.342787 | -0.53% | 0.3179 | -7.75% | 0.0140 | ✓ | 1.27 | 241k | 2023-03-03 |
| BICO | Biconomy | Ethereum | 0.4516 | 0.44922 | -0.53% | 0.4159 | -7.91% | 0.0187 | ✓ | 1.21 | 292k | 2023-03-03 |
| OXT | Orchid Protocol | Ethereum | 0.1 | 0.099469 | -0.53% | 0.0946 | -5.40% | 0.0112 | ✓ | 0.81 | 276k | 2023-03-03 |
| NMR | Numeraire | Ethereum | 20.42 | 20.3116 | -0.53% | 19.61 | -3.97% | 0.0125 | ✗ | 0.98 | 1.1M | 2023-03-03 |
| YGG | Yield Guild Games | Ethereum | 0.31 | 0.308349 | -0.53% | 0.273 | -11.94% | 0.0239 | ✓ | 2.02 | 7,441 | 2023-03-03 |
| ELON | Dogelon Mars | Ethereum | 4.15e-7 | 4.12e-7 | -0.54% | 3.87e-7 | -6.62% | 0.0014 | ✓ | 1.33 | 23k | 2023-03-03 |
| FORT | Forta | Ethereum | 0.1515 | 0.150685 | -0.54% | 0.1573 | +3.83% | 0.0655 | ✗ | 0.47 | 47k | 2023-03-03 |
| NAKA | Nakamoto Games | Polygon | 0.25733 | 0.255945 | -0.54% | 0.24419 | -5.11% | 0.0684 | ✗ | 2.38 | 695k | 2023-03-03 |
| ONT | Ontology | native | 0.24571 | 0.244381 | -0.54% | 0.22847 | -7.02% | 0.0167 | ✓ | 1.05 | 859 | 2023-03-03 |
| AXS | Axie Infinity | Ethereum | 9.75 | 9.6971 | -0.54% | 9.11 | -6.56% | 0.0113 | ✗ | 1.52 | 961k | 2023-03-03 |
| GMT | GMT | Ethereum | 0.4238 | 0.421494 | -0.54% | 0.3959 | -6.58% | 0.0522 | ✗ | 2.37 | 584k | 2023-03-03 |
| KNC | Kyber Network Crystal | Ethereum | 0.8241 | 0.819608 | -0.55% | 0.7636 | -7.34% | 0.0027 | ✓ | 1.52 | 885k | 2023-03-03 |
| ETH | Ethereum | Ethereum | 1,647.87 | 1,638.86 | -0.55% | 1,569.54 | -4.75% | 0.0084 | ✗ | 1.07 | 267.9M | 2023-03-03 |
| AGLD | Adventure Gold | Ethereum | 0.5599 | 0.556818 | -0.55% | 0.5153 | -7.97% | 0.0102 | ✗ | 1.81 | 328k | 2023-03-03 |
| GNS | Syli | 7.401 | 7.3601 | -0.55% | 7.345 | -0.76% | 0.0464 | ✗ | 1.00 | 9.7M | 2023-03-03 | |
| MINA | Mina Protocol | native | 0.98 | 0.974583 | -0.55% | 0.879 | -10.31% | 0.0238 | ✓ | 1.64 | 1.5M | 2023-03-03 |
| FIS | Stafi | Ethereum | 0.7034 | 0.699506 | -0.55% | 0.6325 | -10.08% | 0.0551 | ✓ | 0.94 | 23k | 2023-03-03 |
| CERE | Cere Network | Ethereum | 0.0083 | 0.008254 | -0.55% | 0.00761 | -8.31% | 0.0544 | ✓ | 0.55 | 37k | 2023-03-03 |
| AERGO | Aergo [OLD] | Ethereum | 0.1371 | 0.136338 | -0.56% | 0.1266 | -7.66% | 0.0284 | ✓ | 0.94 | 24k | 2023-03-03 |
| EWT | Energy Web Token | Ethereum | 4.232 | 4.2084 | -0.56% | 4.058 | -4.11% | 0.0081 | ✗ | 0.92 | 352k | 2023-03-03 |
| SUN | Sun Token | Tron | 0.006743 | 0.006705 | -0.56% | 0.006686 | -0.84% | 0.0350 | ✗ | 0.78 | 630 | 2023-03-03 |
| BOBA | Boba Network | Ethereum | 0.2672 | 0.265698 | -0.56% | 0.2623 | -1.83% | 0.0237 | ✗ | 0.75 | 62k | 2023-03-03 |
| AURORA | Aurora | Ethereum | 0.233 | 0.231657 | -0.58% | 0.221 | -5.15% | 0.0201 | ✗ | 1.39 | 154k | 2023-03-03 |
| FIL | Filecoin | Filecoin | 6.909 | 6.8692 | -0.58% | 6.261 | -9.38% | 0.0073 | ✗ | 2.06 | 8.6M | 2023-03-03 |
| HIGH | Highstreet | Ethereum | 2.798 | 2.7818 | -0.58% | 2.453 | -12.33% | 0.0206 | ✓ | 2.17 | 3.7M | 2023-03-03 |
| BFC | Bifrost | Ethereum | 0.07792 | 0.077466 | -0.58% | 0.07149 | -8.25% | 0.0465 | ✓ | 0.70 | 17k | 2023-03-03 |
| CWEB | Coinweb | Ethereum | 0.016865 | 0.016767 | -0.58% | 0.016476 | -2.31% | 0.0061 | ✓ | 0.24 | 50k | 2023-03-03 |
| OMG | OMG Network | Ethereum | 1.6775 | 1.6676 | -0.59% | 1.5461 | -7.83% | 0.0184 | ✓ | 1.18 | 51k | 2023-03-03 |
| ENJ | Enjin Coin | Ethereum | 0.464 | 0.461255 | -0.59% | 0.432 | -6.90% | 0.0069 | ✗ | 1.49 | 115k | 2023-03-03 |
| BRISE | Bitgert | Ethereum | 5.21e-7 | 5.18e-7 | -0.59% | 4.90e-7 | -5.93% | 0.0032 | ✓ | 1.07 | 815k | 2023-03-03 |
| TFUEL | Theta Fuel | native | 0.058312 | 0.057961 | -0.60% | 0.053608 | -8.07% | 0.0269 | ✓ | 1.06 | 810 | 2023-03-03 |
| GRT | The Graph | Ethereum | 0.1547 | 0.153761 | -0.61% | 0.1471 | -4.91% | 0.0328 | ✗ | 1.59 | 11.2M | 2023-03-03 |
| QUICK | Quickswap | Ethereum | 94.16 | 93.5849 | -0.61% | 99.757 | +5.94% | 0.1027 | ✗ | 0.80 | 1,211 | 2023-03-03 |
| METRONOME | METRONOME | 1.3315 | 1.3232 | -0.62% | 1.3044 | -2.04% | 0.0021 | ✓ | 0.25 | 13k | 2023-03-03 | |
| OPTIM | Optimism | 2.726 | 2.709 | -0.62% | 2.541 | -6.79% | 0.0463 | ✗ | 2.28 | 12.2M | 2023-03-03 | |
| WAXP | WAX | Ethereum | 0.083023 | 0.082502 | -0.63% | 0.075012 | -9.65% | 0.0306 | ✓ | 1.33 | 1,671 | 2023-03-03 |
| ORCA | Orca | Solana | 0.8193 | 0.814158 | -0.63% | 0.7939 | -3.10% | 0.0224 | ✗ | 0.98 | 95k | 2023-03-03 |
| SYN | Synapse | Ethereum | 1.1946 | 1.1869 | -0.65% | 1.0962 | -8.24% | 0.0110 | ✗ | 1.87 | 223k | 2023-03-03 |
| SNX | Synthetix | Ethereum | 2.893 | 2.8743 | -0.65% | 2.884 | -0.31% | 0.0819 | ✗ | 1.62 | 3.3M | 2023-03-03 |
| DYDX | dYdX | Cosmos | 3.041 | 3.0208 | -0.66% | 2.613 | -14.07% | 0.0532 | ✓ | 1.89 | 516k | 2023-03-03 |
| GT | Gate | Ethereum | 5.1806 | 5.1462 | -0.66% | 4.9522 | -4.41% | 0.0041 | ✓ | 0.71 | 656k | 2023-03-03 |
| GITCOIN | GITCOIN | 2.0987 | 2.0847 | -0.67% | 1.8292 | -12.84% | 0.0650 | ✓ | 1.36 | 45k | 2023-03-03 | |
| MAGIC | Treasure | Ethereum | 1.5681 | 1.5576 | -0.67% | 1.3839 | -11.75% | 0.0038 | ✓ | 2.52 | 3.4M | 2023-03-03 |
| BTC | Bitcoin | Bitcoin | 23,468.24 | 23,308.32 | -0.68% | 22,358.18 | -4.73% | 0.0068 | ✗ | 1.00 | 282.7M | 2023-03-03 |
| LDO | Lido DAO | Ethereum | 3.02 | 2.9994 | -0.68% | 2.82 | -6.62% | 0.0209 | ✗ | 1.70 | 8.0M | 2023-03-03 |
| DUSK | DUSK | Ethereum | 0.2132 | 0.211703 | -0.70% | 0.195 | -8.54% | 0.0049 | ✓ | 1.59 | 9.1M | 2023-03-03 |
| BEL | Bella Protocol | Ethereum | 0.7669 | 0.761499 | -0.70% | 0.6949 | -9.39% | 0.0086 | ✓ | 1.71 | 2.3M | 2023-03-03 |
| FET | Artificial Superintelligence Alliance | Ethereum | 0.4674 | 0.464089 | -0.71% | 0.4392 | -6.03% | 0.0035 | ✓ | 1.21 | 749k | 2023-03-03 |
| CELL | Cellframe | Ethereum | 0.3078 | 0.305618 | -0.71% | 0.2896 | -5.91% | 0.0048 | ✓ | 1.01 | 50k | 2023-03-03 |
| APE | ApeCoin | Ethereum | 4.989 | 4.9512 | -0.76% | 4.799 | -3.81% | 0.0303 | ✗ | 1.27 | 3.2M | 2023-03-03 |
| T | Threshold Network | Ethereum | 0.04625 | 0.045899 | -0.76% | 0.04302 | -6.98% | 0.0031 | ✓ | 1.40 | 608k | 2023-03-03 |
| SLP | Smooth Love Potion | Ethereum | 0.003235 | 0.003211 | -0.76% | 0.003037 | -6.13% | 0.0105 | ✗ | 1.36 | 2,799 | 2023-03-03 |
| VSYS | V.SYSTEMS | native | 0.002327 | 0.002309 | -0.76% | 0.002784 | +19.64% | 0.2444 | ✗ | 1.19 | 53k | 2023-03-03 |
| ASM | Assemble AI | Ethereum | 0.01625 | 0.016124 | -0.78% | 0.01441 | -11.32% | 0.0655 | ✓ | 0.97 | 101k | 2023-03-03 |
| SOL | Solana | Solana | 21.99 | 21.8179 | -0.78% | 21.42 | -2.59% | 0.0766 | ✗ | 1.96 | 33.2M | 2023-03-03 |
| DODO | DODO | Ethereum | 0.232 | 0.230183 | -0.78% | 0.2146 | -7.50% | 0.0109 | ✓ | 1.22 | 3.1M | 2023-03-03 |
| DGB | DigiByte | native | 0.011213 | 0.011124 | -0.79% | 0.010479 | -6.55% | 0.0052 | ✓ | 1.13 | 7,654 | 2023-03-03 |
| DNT | district0x | Ethereum | 0.0401 | 0.03978 | -0.80% | 0.0358 | -10.72% | 0.0371 | ✓ | 1.41 | 398k | 2023-03-03 |
| HFT | Hashflow | Ethereum | 0.6887 | 0.683083 | -0.82% | 0.6203 | -9.93% | 0.0146 | ✓ | 1.69 | 4.4M | 2023-03-03 |
| NEO | NEO | Neo | 12.2846 | 12.1788 | -0.86% | 11.5858 | -5.69% | 0.0026 | ✓ | 1.08 | 1,078 | 2023-03-03 |
| YFI | yearn.finance | Ethereum | 10,588.00 | 10,496.25 | -0.87% | 10,505.49 | -0.78% | 0.0612 | ✗ | 1.25 | 2.8M | 2023-03-03 |
| ILV | Illuvium | Ethereum | 86.85 | 86.0805 | -0.89% | 82.25 | -5.30% | 0.0402 | ✗ | 1.77 | 709k | 2023-03-03 |
| ADX | heyAura | Ethereum | 0.2 | 0.198114 | -0.94% | 0.18359 | -8.21% | 0.0247 | ✓ | 1.06 | 1,592 | 2023-03-03 |
| ACH | Alchemy Pay | Ethereum | 0.03457 | 0.034208 | -1.05% | 0.032785 | -5.16% | 0.0149 | ✗ | 1.19 | 6.7M | 2023-03-03 |
| RDNT | Radiant Capital | Ethereum | 0.29655 | 0.29301 | -1.19% | 0.25996 | -12.34% | 0.0712 | ✓ | 1.00 | 445k | 2023-03-03 |
| STX | Stacks | native | 0.9255 | 0.912916 | -1.36% | 0.8482 | -8.35% | 0.0252 | ✓ | 1.00 | 1.3M | 2023-03-03 |
| RIF | Rootstock Infrastructure Framework | Ethereum | 0.1849 | 0.182299 | -1.41% | 0.1772 | -4.16% | 0.0352 | ✗ | 1.31 | 1.5M | 2023-03-03 |
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.