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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Blink Dagger | 126 | 24.14% | 100.0 | 72.22% | +22.73% | -6.59% | -1.25% | 0.28% | 34:18 | 14:26 | 24:00 | 33:57 | 42:58 | 1:02:12 | 18:58 | 14:02 |
 | Boots of Bearing | 68 | 13.03% | 98.1 | 72.06% | +19.64% | +10.29% | -13.24% | -3.00% | 31:40 | 19:25 | 26:41 | 30:26 | 34:31 | 1:06:52 | 07:50 | 05:48 |
 | Force Staff | 167 | 31.99% | 96.3 | 65.27% | +15.13% | +6.16% | -5.75% | -1.17% | 27:54 | 14:38 | 21:36 | 26:05 | 31:46 | 56:18 | 10:10 | 07:31 |
 | Drum of Endurance | 129 | 24.71% | 94.4 | 63.57% | +11.41% | -1.07% | +8.31% | 1.42% | 21:27 | 12:10 | 17:23 | 20:08 | 24:00 | 49:12 | 06:37 | 04:54 |
 | Aghanim's Scepter | 169 | 32.38% | 92.6 | 62.13% | +10.57% | +6.92% | -7.37% | -1.78% | 38:06 | 23:07 | 33:23 | 37:32 | 41:25 | 58:39 | 08:02 | 05:57 |
 | Fluffy Hat | 267 | 51.15% | 90.7 | 60.30% | +10.89% | -2.09% | +0.89% | 0.40% | 17:58 | 01:29 | 13:01 | 15:54 | 20:32 | 56:18 | 07:31 | 05:34 |
 | Arcane Boots | 156 | 29.89% | 88.9 | 62.18% | +10.27% | +4.49% | -5.77% | -2.64% | 14:52 | 06:21 | 11:43 | 13:01 | 15:36 | 53:41 | 03:53 | 02:52 |
 | Magic Wand | 444 | 85.06% | 87.0 | 57.43% | +16.40% | +2.03% | -5.18% | -1.24% | 09:39 | 00:54 | 06:25 | 09:49 | 12:15 | 42:22 | 05:50 | 04:19 |
 | Void Stone | 49 | 9.39% | 85.2 | 67.35% | +13.65% | +7.65% | -17.35% | -3.35% | 22:42 | 09:33 | 14:49 | 18:27 | 22:17 | 1:14:26 | 07:28 | 05:31 |
 | Tranquil Boots | 270 | 51.72% | 83.3 | 57.41% | +5.03% | -5.94% | +12.74% | 2.76% | 15:27 | 04:43 | 10:38 | 12:44 | 17:24 | 1:03:17 | 06:46 | 05:00 |
 | Wind Lace | 379 | 72.61% | 81.5 | 55.94% | +3.49% | -8.57% | +6.17% | 2.38% | 10:25 | -01:30 | 06:36 | 10:06 | 12:47 | 50:34 | 06:11 | 04:34 |
 | Boots of Speed | 522 | 100.00% | 79.6 | 54.98% | +54.98% | +3.04% | -4.98% | -2.31% | 06:53 | -01:29 | 05:18 | 06:54 | 08:46 | 17:39 | 03:28 | 02:34 |
 | Magic Stick | 504 | 96.55% | 77.8 | 54.96% | -0.60% | +2.98% | +1.39% | -0.25% | 03:59 | -01:30 | -01:28 | 03:03 | 07:43 | 18:59 | 09:11 | 06:48 |
 | Pavise | 28 | 5.36% | 75.9 | 71.43% | +17.38% | +14.28% | -28.57% | -10.16% | 17:44 | 13:03 | 15:13 | 18:16 | 19:26 | 21:58 | 04:13 | 03:07 |
 | Ring of Protection | 44 | 8.43% | 74.1 | 65.91% | +11.94% | -2.27% | +6.82% | 1.25% | 16:58 | -01:29 | 11:22 | 15:24 | 18:37 | 1:04:56 | 07:15 | 05:22 |
 | Chainmail | 30 | 5.75% | 72.2 | 66.67% | +12.40% | -4.17% | +4.76% | 1.21% | 19:46 | 10:36 | 14:56 | 16:37 | 22:17 | 43:49 | 07:21 | 05:26 |
 | Blight Stone | 29 | 5.56% | 70.4 | 65.52% | +11.16% | -8.38% | +20.19% | 2.82% | 18:50 | -01:29 | 13:09 | 17:24 | 23:17 | 51:59 | 10:08 | 07:30 |
 | Ghost Scepter | 43 | 8.24% | 68.5 | 60.47% | +5.98% | +3.17% | +12.26% | 0.95% | 31:48 | 15:01 | 26:22 | 31:33 | 35:57 | 52:07 | 09:35 | 07:05 |
 | Medallion of Courage | 24 | 4.60% | 66.7 | 66.67% | +12.25% | 0.00% | +16.66% | 2.27% | 22:28 | 13:32 | 15:56 | 18:48 | 23:17 | 43:49 | 07:21 | 05:26 |
 | Wraith Band | 13 | 2.49% | 64.8 | 76.92% | +22.50% | -43.59% | -10.25% | 1.93% | 18:44 | 00:26 | 10:27 | 16:19 | 27:44 | 39:56 | 17:17 | 12:48 |
 | Glimmer Cape | 120 | 22.99% | 63.0 | 50.83% | -5.39% | -0.83% | +9.17% | 1.49% | 26:21 | 16:42 | 21:35 | 24:23 | 28:17 | 55:22 | 06:42 | 04:57 |
 | Boots of Travel | 8 | 1.53% | 61.1 | 87.50% | +33.03% | +12.50% | +12.50% | 0.00% | 46:56 | 35:36 | 43:41 | 45:14 | 50:32 | 55:12 | 06:51 | 05:04 |
 | Crown | 30 | 5.75% | 59.3 | 60.00% | +5.33% | -10.00% | +11.43% | 1.99% | 25:28 | 11:10 | 17:59 | 22:33 | 28:46 | 1:04:34 | 10:47 | 07:59 |
 | Solar Crest | 22 | 4.21% | 57.4 | 63.64% | +9.04% | +3.03% | -3.64% | -0.99% | 27:33 | 17:44 | 22:59 | 26:44 | 29:44 | 43:49 | 06:45 | 05:00 |
 | Aeon Disk | 15 | 2.87% | 55.6 | 66.67% | +12.03% | -16.67% | +33.33% | 6.30% | 43:25 | 24:55 | 39:35 | 45:21 | 47:31 | 60:06 | 07:56 | 05:52 |
 | Buckler | 11 | 2.11% | 53.7 | 72.73% | +18.13% | -6.06% | -6.06% | 0.00% | 29:26 | 18:45 | 19:30 | 24:19 | 28:45 | 1:04:56 | 09:15 | 06:51 |
 | Ring of Basilius | 14 | 2.68% | 51.9 | 57.14% | +2.22% | -32.14% | +9.53% | 1.86% | 24:40 | 05:00 | 11:33 | 18:03 | 33:55 | 1:04:56 | 22:22 | 16:34 |
 | Eul's Scepter of Divinity | 7 | 1.34% | 50.0 | 71.43% | +16.67% | -21.43% | -21.43% | 0.00% | 30:00 | 18:31 | 20:09 | 22:24 | 22:35 | 53:49 | 02:26 | 01:48 |
 | Aghanim's Shard | 3 | 0.57% | 48.1 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 37:34 | 21:12 | 21:12 | 36:07 | 55:22 | 55:22 | 34:10 | 25:18 |
 | Morbid Mask | 5 | 0.96% | 46.3 | 80.00% | +25.26% | +20.00% | +20.00% | 0.00% | 39:44 | 21:48 | 21:48 | 34:09 | 45:55 | 1:04:56 | 24:07 | 17:51 |
 | Headdress | 8 | 1.53% | 44.4 | 62.50% | +7.64% | -12.50% | -12.50% | 0.00% | 17:51 | -01:29 | 13:59 | 15:57 | 18:27 | 38:15 | 04:28 | 03:18 |
 | Mekansm | 6 | 1.15% | 42.6 | 66.67% | +11.83% | -16.67% | -66.67% | 0.00% | 19:28 | 16:29 | 17:27 | 17:55 | 19:41 | 26:02 | 02:14 | 01:39 |
 | Ring of Health | 6 | 1.15% | 40.7 | 66.67% | +11.83% | +33.33% | -66.67% | 0.00% | 36:17 | 17:28 | 22:56 | 38:17 | 45:25 | 53:09 | 22:29 | 16:39 |
 | Vladmir's Offering | 4 | 0.77% | 38.9 | 75.00% | +20.17% | +25.00% | +25.00% | 0.00% | 44:18 | 31:52 | 31:52 | 34:27 | 45:55 | 1:04:56 | 14:03 | 10:24 |
 | Null Talisman | 4 | 0.77% | 37.0 | 75.00% | +20.17% | -75.00% | +25.00% | 0.00% | 16:01 | 03:43 | 03:43 | 13:32 | 20:14 | 26:36 | 16:31 | 12:14 |
 | Lotus Orb | 4 | 0.77% | 35.2 | 75.00% | +20.17% | +25.00% | +25.00% | 0.00% | 34:17 | 22:59 | 22:59 | 28:07 | 40:38 | 45:25 | 17:39 | 13:04 |
 | Aether Lens | 7 | 1.34% | 33.3 | 57.14% | +2.19% | -7.14% | +42.86% | 0.00% | 32:48 | 17:28 | 19:25 | 30:26 | 32:04 | 1:05:09 | 12:39 | 09:22 |
 | Quelling Blade | 23 | 4.41% | 31.5 | 34.78% | -21.13% | -34.78% | -1.45% | 2.61% | 10:51 | -01:30 | -01:24 | 09:31 | 14:10 | 38:36 | 15:34 | 11:31 |
 | Bracer | 6 | 1.15% | 29.6 | 50.00% | -5.04% | 0.00% | +50.00% | 0.00% | 19:12 | 13:22 | 16:09 | 18:56 | 21:54 | 22:59 | 05:45 | 04:15 |
 | Dagon | 3 | 0.57% | 27.8 | 66.67% | +11.76% | +33.33% | 0.00% | 0.00% | 52:59 | 41:33 | 41:33 | 52:50 | 1:04:34 | 1:04:34 | 23:01 | 17:02 |
 | Guardian Greaves | 3 | 0.57% | 25.9 | 66.67% | +11.76% | +33.33% | 0.00% | 0.00% | 24:54 | 21:56 | 21:56 | 23:33 | 29:12 | 29:12 | 07:16 | 05:22 |
 | Wind Waker | 1 | 0.19% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:44 | 57:44 | 57:44 | 57:44 | 57:44 | 57:44 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.19% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.19% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:26 | 1:14:26 | 1:14:26 | 1:14:26 | 1:14:26 | 1:14:26 | 00:00 | 00:00 |
 | Desolator | 1 | 0.19% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.19% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.19% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Veil of Discord | 6 | 1.15% | 13.0 | 33.33% | -21.90% | +16.67% | +66.67% | 0.00% | 21:22 | 15:03 | 16:17 | 16:46 | 20:17 | 41:46 | 04:00 | 02:57 |
 | Urn of Shadows | 1 | 0.19% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 |
 | Kaya | 1 | 0.19% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.19% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.19% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.19% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:07 | 1:06:07 | 1:06:07 | 1:06:07 | 1:06:07 | 1:06:07 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.19% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 00:00 | 00:00 |