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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 | |
 | Aether Lens | 194 | 50.52% | 100.0 | 58.25% | +27.72% | +2.97% | -2.00% | -0.50% | 24:06 | 10:08 | 18:21 | 22:11 | 28:21 | 52:42 | 10:00 | 07:24 |
 | Blink Dagger | 73 | 19.01% | 98.2 | 63.01% | +22.82% | +20.32% | -18.57% | -4.17% | 34:40 | 15:55 | 30:09 | 33:54 | 39:28 | 59:28 | 09:19 | 06:54 |
 | Void Stone | 209 | 54.43% | 96.5 | 57.42% | +28.28% | +0.27% | -3.57% | -0.32% | 23:17 | 10:05 | 16:03 | 21:17 | 28:06 | 59:00 | 12:03 | 08:55 |
 | Aghanim's Scepter | 55 | 14.32% | 94.7 | 58.18% | +15.93% | +20.39% | +6.11% | -1.46% | 32:51 | 20:20 | 26:58 | 31:55 | 36:46 | 51:24 | 09:48 | 07:15 |
 | Magic Wand | 201 | 52.34% | 93.0 | 49.25% | +9.91% | +0.75% | -3.25% | -0.74% | 11:26 | 00:58 | 07:41 | 09:54 | 13:06 | 39:28 | 05:25 | 04:00 |
 | Aeon Disk | 15 | 3.91% | 91.2 | 73.33% | +29.97% | +26.67% | +1.67% | -4.13% | 43:56 | 34:18 | 40:03 | 43:46 | 46:06 | 57:21 | 06:03 | 04:28 |
 | Arcane Boots | 268 | 69.79% | 89.5 | 47.39% | +9.46% | +6.34% | +1.86% | -1.01% | 13:23 | 05:59 | 10:17 | 12:29 | 14:44 | 51:27 | 04:27 | 03:17 |
 | Aghanim's Shard | 321 | 83.59% | 87.7 | 46.73% | +13.40% | +3.27% | -6.73% | -1.74% | 21:28 | 15:00 | 17:52 | 20:26 | 23:36 | 45:13 | 05:44 | 04:14 |
 | Magic Stick | 342 | 89.06% | 86.0 | 45.61% | +9.90% | +3.23% | -4.43% | -1.53% | 03:21 | -01:30 | -01:28 | 02:07 | 06:29 | 20:41 | 07:57 | 05:53 |
 | Ring of Protection | 10 | 2.60% | 84.2 | 80.00% | +36.42% | +20.00% | -30.00% | -5.22% | 18:50 | 04:13 | 11:04 | 12:01 | 20:39 | 46:43 | 09:35 | 07:05 |
 | Octarine Core | 10 | 2.60% | 82.5 | 80.00% | +36.42% | +20.00% | -30.00% | -4.80% | 45:31 | 36:21 | 40:35 | 43:00 | 51:00 | 53:53 | 10:25 | 07:42 |
 | Boots of Speed | 384 | 100.00% | 80.7 | 44.53% | +44.53% | -2.86% | -7.03% | -1.17% | 05:58 | -01:29 | 04:18 | 06:03 | 07:52 | 12:29 | 03:34 | 02:38 |
 | Scythe of Vyse | 14 | 3.65% | 78.9 | 71.43% | +27.92% | +3.57% | +28.57% | 1.76% | 46:02 | 32:22 | 40:07 | 46:15 | 54:19 | 59:00 | 14:12 | 10:31 |
 | Tranquil Boots | 121 | 31.51% | 77.2 | 47.93% | +4.96% | +15.40% | -1.26% | -1.17% | 20:37 | 06:39 | 12:25 | 19:06 | 26:43 | 47:35 | 14:18 | 10:35 |
 | Wind Lace | 179 | 46.61% | 75.4 | 45.25% | +1.35% | -3.03% | +1.42% | 0.35% | 13:54 | -01:29 | 06:41 | 12:13 | 19:18 | 47:35 | 12:37 | 09:20 |
 | Glimmer Cape | 58 | 15.10% | 73.7 | 50.00% | +6.44% | +10.00% | -14.29% | -3.34% | 29:52 | 16:57 | 25:24 | 28:25 | 32:40 | 60:17 | 07:16 | 05:22 |
 | Fluffy Hat | 113 | 29.43% | 71.9 | 44.25% | -0.40% | +9.32% | +2.18% | -0.62% | 17:59 | -01:29 | 10:28 | 16:04 | 22:04 | 48:01 | 11:36 | 08:35 |
 | Force Staff | 57 | 14.84% | 70.2 | 47.37% | +3.33% | -11.66% | -4.51% | 0.76% | 29:14 | 14:43 | 23:52 | 28:23 | 33:17 | 49:37 | 09:25 | 06:58 |
 | Urn of Shadows | 6 | 1.56% | 68.4 | 83.33% | +39.41% | +16.67% | +16.67% | 0.00% | 12:50 | 05:41 | 10:45 | 12:17 | 16:56 | 18:43 | 06:11 | 04:34 |
 | Ghost Scepter | 52 | 13.54% | 66.7 | 44.23% | -0.35% | +9.62% | -5.77% | -1.79% | 31:16 | 15:18 | 25:21 | 29:20 | 33:57 | 57:56 | 08:36 | 06:22 |
 | Crown | 9 | 2.34% | 64.9 | 66.67% | +22.67% | -16.67% | -16.67% | 0.00% | 26:52 | 09:23 | 11:35 | 17:21 | 30:50 | 1:11:36 | 19:15 | 14:15 |
 | Ring of Basilius | 25 | 6.51% | 63.2 | 48.00% | +3.71% | +35.33% | -14.67% | -8.09% | 04:46 | -01:29 | -01:23 | 02:47 | 07:34 | 39:51 | 08:57 | 06:37 |
 | Solar Crest | 3 | 0.78% | 61.4 | 100.00% | +55.91% | 0.00% | 0.00% | 0.00% | 30:43 | 21:37 | 21:37 | 31:08 | 39:25 | 39:25 | 17:48 | 13:11 |
 | Null Talisman | 16 | 4.17% | 59.6 | 50.00% | +5.71% | +50.00% | -50.00% | -13.54% | 05:33 | -01:29 | 00:54 | 02:45 | 08:17 | 25:24 | 07:23 | 05:28 |
 | Blight Stone | 6 | 1.56% | 57.9 | 66.67% | +22.49% | +33.33% | +33.33% | 0.00% | 27:14 | 16:45 | 17:21 | 22:49 | 37:17 | 39:25 | 19:56 | 14:45 |
 | Drum of Endurance | 6 | 1.56% | 56.1 | 66.67% | +22.49% | -16.67% | -66.67% | -6.42% | 27:31 | 14:34 | 22:43 | 25:32 | 30:30 | 41:59 | 07:47 | 05:45 |
 | Ring of Health | 12 | 3.13% | 54.4 | 50.00% | +5.65% | -16.67% | -16.67% | 0.00% | 37:33 | 22:11 | 29:07 | 31:13 | 39:35 | 1:22:21 | 10:28 | 07:45 |
 | Eul's Scepter of Divinity | 4 | 1.04% | 52.6 | 75.00% | +30.79% | -75.00% | +25.00% | 0.00% | 20:09 | 16:07 | 16:07 | 20:20 | 20:49 | 23:19 | 04:42 | 03:28 |
 | Spirit Vessel | 2 | 0.52% | 50.9 | 100.00% | +55.76% | 0.00% | 0.00% | 0.00% | 19:24 | 18:59 | 18:59 | 19:49 | 19:49 | 19:49 | 00:50 | 00:37 |
 | Shadow Blade | 2 | 0.52% | 49.1 | 100.00% | +55.76% | 0.00% | 0.00% | 0.00% | 52:42 | 47:13 | 47:13 | 58:11 | 58:11 | 58:11 | 10:58 | 08:07 |
 | Headdress | 11 | 2.86% | 47.4 | 45.45% | +0.95% | -12.12% | -12.12% | 0.00% | 01:48 | -01:29 | -01:29 | -01:29 | -01:28 | 34:27 | 00:01 | 00:00 |
 | Chainmail | 5 | 1.30% | 45.6 | 60.00% | +15.67% | +40.00% | +40.00% | 0.00% | 24:52 | 16:45 | 16:45 | 22:49 | 28:04 | 39:24 | 11:19 | 08:22 |
 | Medallion of Courage | 5 | 1.30% | 43.9 | 60.00% | +15.67% | +40.00% | +40.00% | 0.00% | 25:22 | 17:13 | 17:13 | 22:49 | 30:04 | 39:25 | 12:51 | 09:31 |
 | Buckler | 3 | 0.78% | 42.1 | 66.67% | +22.31% | +33.33% | 0.00% | 0.00% | 35:44 | 20:39 | 20:39 | 39:50 | 46:43 | 46:43 | 26:04 | 19:18 |
 | Lotus Orb | 7 | 1.82% | 40.4 | 42.86% | -1.70% | +57.14% | -42.86% | -11.26% | 35:48 | 24:09 | 31:06 | 35:16 | 39:59 | 44:25 | 08:53 | 06:34 |
 | Veil of Discord | 4 | 1.04% | 38.6 | 50.00% | +5.53% | +50.00% | -50.00% | 0.00% | 14:48 | 11:11 | 11:11 | 12:47 | 17:10 | 18:05 | 05:59 | 04:25 |
 | Helm of the Dominator | 1 | 0.26% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.26% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.26% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.26% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.26% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Ethereal Blade | 5 | 1.30% | 28.1 | 40.00% | -4.59% | +60.00% | -40.00% | 0.00% | 37:24 | 27:33 | 27:33 | 37:30 | 37:49 | 53:06 | 10:16 | 07:36 |
 | Quelling Blade | 5 | 1.30% | 26.3 | 40.00% | -4.59% | -40.00% | +60.00% | 0.00% | 05:20 | -01:29 | -01:29 | -01:29 | 11:43 | 19:26 | 13:12 | 09:46 |
 | Morbid Mask | 2 | 0.52% | 24.6 | 50.00% | +5.50% | -50.00% | 0.00% | 0.00% | 43:17 | 39:51 | 39:51 | 46:43 | 46:43 | 46:43 | 06:52 | 05:05 |
 | Vladmir's Offering | 2 | 0.52% | 22.8 | 50.00% | +5.50% | -50.00% | 0.00% | 0.00% | 43:17 | 39:51 | 39:51 | 46:43 | 46:43 | 46:43 | 06:52 | 05:05 |
 | Refresher Orb | 2 | 0.52% | 21.1 | 50.00% | +5.50% | +50.00% | 0.00% | 0.00% | 40:08 | 34:14 | 34:14 | 46:02 | 46:02 | 46:02 | 11:48 | 08:44 |
 | Linken's Sphere | 2 | 0.52% | 19.3 | 50.00% | +5.50% | -50.00% | 0.00% | 0.00% | 53:22 | 24:22 | 24:22 | 1:22:21 | 1:22:21 | 1:22:21 | 57:59 | 42:57 |
 | Kaya | 3 | 0.78% | 17.5 | 33.33% | -11.29% | +66.67% | 0.00% | 0.00% | 39:15 | 27:32 | 27:32 | 37:27 | 52:47 | 52:47 | 25:15 | 18:42 |
 | Bracer | 5 | 1.30% | 15.8 | 20.00% | -24.85% | -20.00% | -20.00% | 0.00% | 26:52 | 07:42 | 07:42 | 27:28 | 31:09 | 47:26 | 23:27 | 17:22 |
 | Dagon | 1 | 0.26% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:36 | 1:11:36 | 1:11:36 | 1:11:36 | 1:11:36 | 1:11:36 | 00:00 | 00:00 |
 | Bottle | 1 | 0.26% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:15 | 02:15 | 02:15 | 02:15 | 02:15 | 02:15 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.26% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:56 | 1:15:56 | 1:15:56 | 1:15:56 | 1:15:56 | 1:15:56 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.26% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.26% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.26% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:48 | 1:12:48 | 1:12:48 | 1:12:48 | 1:12:48 | 1:12:48 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.26% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:19 | 1:12:19 | 1:12:19 | 1:12:19 | 1:12:19 | 1:12:19 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.26% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |