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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 | |
 | Void Stone | 110 | 34.48% | 100.0 | 69.09% | +22.68% | -11.95% | +1.28% | 0.95% | 26:06 | 09:02 | 17:49 | 24:56 | 31:47 | 1:01:29 | 13:58 | 10:20 |
 | Eul's Scepter of Divinity | 84 | 26.33% | 97.9 | 67.86% | +18.50% | -1.19% | -1.19% | 0.00% | 28:43 | 17:27 | 22:46 | 27:31 | 31:56 | 59:39 | 09:10 | 06:47 |
 | Aeon Disk | 52 | 16.30% | 95.8 | 71.15% | +20.21% | -17.30% | -9.61% | 0.73% | 38:51 | 22:50 | 33:23 | 39:40 | 43:55 | 58:32 | 10:32 | 07:48 |
 | Blink Dagger | 193 | 60.50% | 93.8 | 62.18% | +20.12% | +10.74% | -10.10% | -3.39% | 23:56 | 14:24 | 19:31 | 22:17 | 25:40 | 57:30 | 06:09 | 04:33 |
 | Force Staff | 96 | 30.09% | 91.7 | 62.50% | +11.83% | +12.50% | -8.33% | -2.05% | 27:22 | 15:36 | 21:16 | 25:32 | 31:27 | 1:02:44 | 10:11 | 07:32 |
 | Wind Lace | 291 | 91.22% | 89.6 | 54.98% | +8.55% | -1.56% | +1.18% | 0.40% | 05:09 | -01:29 | -01:29 | 04:54 | 08:15 | 31:53 | 09:44 | 07:12 |
 | Boots of Speed | 319 | 100.00% | 87.5 | 54.23% | +54.23% | -4.23% | +2.02% | 1.10% | 04:12 | -01:29 | -01:28 | 04:48 | 07:10 | 14:50 | 08:38 | 06:23 |
 | Magic Stick | 304 | 95.30% | 85.4 | 54.28% | +0.95% | +4.93% | -6.91% | -2.32% | 03:31 | -01:29 | -01:23 | 02:47 | 06:29 | 15:20 | 07:52 | 05:49 |
 | Magic Wand | 219 | 68.65% | 83.3 | 55.25% | +3.25% | +4.75% | -4.34% | -2.00% | 12:04 | 00:59 | 08:45 | 10:54 | 13:18 | 33:41 | 04:33 | 03:22 |
 | Tranquil Boots | 247 | 77.43% | 81.3 | 54.66% | +1.88% | +3.40% | -4.66% | -2.28% | 09:03 | 02:44 | 06:56 | 08:40 | 10:28 | 27:18 | 03:32 | 02:37 |
 | Arcane Boots | 43 | 13.48% | 79.2 | 65.12% | +12.58% | -1.48% | -1.48% | 0.00% | 14:13 | 05:46 | 09:36 | 12:03 | 14:34 | 36:24 | 04:58 | 03:40 |
 | Fluffy Hat | 187 | 58.62% | 77.1 | 55.61% | +3.34% | -0.29% | +3.96% | 0.50% | 14:35 | -01:29 | 09:14 | 12:14 | 17:45 | 1:02:43 | 08:31 | 06:18 |
 | Lotus Orb | 5 | 1.57% | 75.0 | 100.00% | +46.50% | 0.00% | 0.00% | 0.00% | 32:41 | 23:48 | 23:48 | 26:56 | 35:49 | 51:04 | 12:01 | 08:54 |
 | Aether Lens | 14 | 4.39% | 72.9 | 71.43% | +17.99% | -21.43% | -4.76% | 0.52% | 40:14 | 18:49 | 25:53 | 30:36 | 57:43 | 1:14:14 | 31:50 | 23:34 |
 | Orb of Venom | 4 | 1.25% | 70.8 | 100.00% | +46.35% | 0.00% | 0.00% | 0.00% | 01:23 | -01:29 | -01:29 | -01:29 | -01:23 | 09:54 | 00:06 | 00:04 |
 | Soul Ring | 23 | 7.21% | 68.8 | 56.52% | +2.47% | +10.15% | -39.85% | -8.96% | 12:44 | 06:02 | 09:34 | 11:51 | 15:09 | 34:28 | 05:35 | 04:08 |
 | Aghanim's Scepter | 26 | 8.15% | 66.7 | 53.85% | -0.42% | -10.99% | +46.15% | 5.31% | 34:38 | 23:43 | 29:00 | 32:42 | 39:46 | 50:38 | 10:46 | 07:58 |
 | Ring of Health | 8 | 2.51% | 64.6 | 75.00% | +21.30% | -25.00% | +25.00% | 3.31% | 25:12 | 03:35 | 11:47 | 24:59 | 26:54 | 51:04 | 15:07 | 11:11 |
 | Ring of Protection | 45 | 14.11% | 62.5 | 46.67% | -8.80% | +16.97% | -19.40% | -3.50% | 07:55 | -01:29 | -01:29 | 07:53 | 11:52 | 47:58 | 13:21 | 09:53 |
 | Spirit Vessel | 3 | 0.94% | 60.4 | 100.00% | +46.20% | 0.00% | 0.00% | 0.00% | 20:52 | 17:07 | 17:07 | 22:24 | 23:06 | 23:06 | 05:59 | 04:25 |
 | Ghost Scepter | 34 | 10.66% | 58.3 | 41.18% | -14.61% | +14.38% | +21.32% | 0.66% | 35:36 | 25:52 | 29:34 | 33:27 | 40:05 | 53:10 | 10:31 | 07:47 |
 | Quelling Blade | 22 | 6.90% | 56.3 | 45.45% | -9.43% | -28.78% | +54.55% | 10.35% | 08:10 | -01:29 | 04:34 | 08:40 | 12:37 | 19:43 | 08:03 | 05:57 |
 | Aghanim's Shard | 8 | 2.51% | 54.2 | 62.50% | +8.48% | +37.50% | -12.50% | -9.46% | 32:17 | 22:13 | 27:23 | 29:40 | 32:40 | 45:02 | 05:17 | 03:54 |
 | Null Talisman | 2 | 0.63% | 52.1 | 100.00% | +46.06% | 0.00% | 0.00% | 0.00% | 14:24 | 09:00 | 09:00 | 19:48 | 19:48 | 19:48 | 10:48 | 08:00 |
 | Crown | 8 | 2.51% | 50.0 | 50.00% | -4.34% | -50.00% | 0.00% | 2.67% | 21:54 | -01:29 | 11:53 | 23:24 | 30:35 | 34:50 | 18:42 | 13:51 |
 | Urn of Shadows | 9 | 2.82% | 47.9 | 44.44% | -10.08% | +5.56% | -44.44% | -8.70% | 10:38 | 05:00 | 06:58 | 09:04 | 12:43 | 17:58 | 05:45 | 04:15 |
 | Wraith Band | 4 | 1.25% | 45.8 | 50.00% | -4.29% | -50.00% | +50.00% | 0.00% | 23:17 | 13:52 | 13:52 | 25:18 | 26:35 | 27:23 | 12:43 | 09:25 |
 | Dagon | 1 | 0.31% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.31% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.31% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.31% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.31% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.31% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Headdress | 2 | 0.63% | 31.3 | 50.00% | -4.26% | +50.00% | 0.00% | 0.00% | -00:43 | -01:29 | -01:29 | 00:04 | 00:04 | 00:04 | 01:33 | 01:08 |
 | Medallion of Courage | 2 | 0.63% | 29.2 | 50.00% | -4.26% | -50.00% | 0.00% | 0.00% | 32:19 | 29:48 | 29:48 | 34:50 | 34:50 | 34:50 | 05:02 | 03:43 |
 | Blight Stone | 2 | 0.63% | 27.1 | 50.00% | -4.26% | -50.00% | 0.00% | 0.00% | 32:19 | 29:48 | 29:48 | 34:50 | 34:50 | 34:50 | 05:02 | 03:43 |
 | Drum of Endurance | 3 | 0.94% | 25.0 | 33.33% | -21.10% | -33.33% | 0.00% | 0.00% | 26:23 | 12:47 | 12:47 | 18:39 | 47:44 | 47:44 | 34:57 | 25:53 |
 | Chainmail | 3 | 0.94% | 22.9 | 33.33% | -21.10% | -33.33% | 0.00% | 0.00% | 32:00 | 29:48 | 29:48 | 31:21 | 34:50 | 34:50 | 05:02 | 03:43 |
 | Bracer | 4 | 1.25% | 20.8 | 25.00% | -29.60% | -25.00% | +75.00% | 0.00% | 20:57 | 13:22 | 13:22 | 18:48 | 23:08 | 28:30 | 09:46 | 07:14 |
 | Meteor Hammer | 2 | 0.63% | 18.8 | 0.00% | -54.57% | 0.00% | 0.00% | 0.00% | 15:46 | 09:28 | 09:28 | 22:04 | 22:04 | 22:04 | 12:36 | 09:20 |
 | Ring of Basilius | 2 | 0.63% | 16.7 | 0.00% | -54.57% | 0.00% | 0.00% | 0.00% | 39:13 | 30:28 | 30:28 | 47:58 | 47:58 | 47:58 | 17:30 | 12:57 |
 | Solar Crest | 1 | 0.31% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Buckler | 2 | 0.63% | 12.5 | 0.00% | -54.57% | 0.00% | 0.00% | 0.00% | 37:13 | 26:28 | 26:28 | 47:58 | 47:58 | 47:58 | 21:30 | 15:55 |
 | Vladmir's Offering | 1 | 0.31% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 0.63% | 8.3 | 0.00% | -54.57% | 0.00% | 0.00% | 0.00% | 31:00 | 24:52 | 24:52 | 37:08 | 37:08 | 37:08 | 12:16 | 09:05 |
 | Phase Boots | 1 | 0.31% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.31% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.31% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |