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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 | 84 | 24.78% | 100.0 | 72.62% | +24.38% | +3.57% | -10.72% | -0.78% | 35:16 | 16:44 | 24:26 | 36:27 | 42:48 | 1:09:21 | 18:22 | 13:36 |
 | Aeon Disk | 8 | 2.36% | 98.0 | 100.00% | +46.83% | 0.00% | 0.00% | 0.00% | 46:34 | 22:38 | 28:33 | 47:31 | 55:27 | 1:04:15 | 26:54 | 19:55 |
 | Aghanim's Scepter | 110 | 32.45% | 95.9 | 61.82% | +11.16% | +2.47% | -6.26% | -0.97% | 38:04 | 22:25 | 32:31 | 36:39 | 41:30 | 1:09:13 | 08:59 | 06:39 |
 | Wind Lace | 253 | 74.63% | 93.9 | 57.31% | +11.96% | -1.75% | -4.93% | -0.53% | 10:34 | -01:29 | 06:54 | 10:08 | 12:51 | 37:45 | 05:57 | 04:24 |
 | Magic Wand | 291 | 85.84% | 91.8 | 56.36% | +14.69% | -0.20% | -4.31% | -0.84% | 09:40 | 00:31 | 07:07 | 09:38 | 12:02 | 42:22 | 04:55 | 03:38 |
 | Tranquil Boots | 183 | 53.98% | 89.8 | 56.83% | +5.55% | +6.21% | -2.48% | -1.43% | 14:43 | 05:13 | 10:31 | 12:36 | 16:36 | 46:49 | 06:05 | 04:30 |
 | Arcane Boots | 95 | 28.02% | 87.8 | 60.00% | +7.95% | +6.67% | -5.83% | -3.52% | 13:30 | 05:43 | 11:17 | 12:43 | 14:50 | 32:34 | 03:33 | 02:37 |
 | Ghost Scepter | 37 | 10.91% | 85.7 | 67.57% | +14.92% | +21.32% | -0.90% | -2.35% | 31:48 | 15:01 | 25:18 | 30:13 | 34:45 | 1:03:53 | 09:27 | 07:00 |
 | Boots of Speed | 339 | 100.00% | 83.7 | 54.28% | +54.28% | +5.72% | -6.04% | -3.58% | 06:16 | -01:29 | 04:43 | 06:24 | 08:00 | 14:00 | 03:17 | 02:25 |
 | Magic Stick | 327 | 96.46% | 81.6 | 54.13% | -4.20% | +3.19% | -2.91% | -0.92% | 04:00 | -01:30 | -01:29 | 02:57 | 08:08 | 18:59 | 09:37 | 07:07 |
 | Boots of Bearing | 43 | 12.68% | 79.6 | 65.12% | +12.42% | +16.70% | -28.76% | -5.06% | 30:51 | 19:25 | 25:36 | 31:03 | 34:35 | 52:24 | 08:59 | 06:39 |
 | Fluffy Hat | 180 | 53.10% | 77.6 | 55.00% | +1.54% | +2.78% | +0.56% | -0.28% | 18:35 | 01:55 | 13:35 | 17:06 | 21:24 | 50:30 | 07:49 | 05:47 |
 | Force Staff | 126 | 37.17% | 75.5 | 56.35% | +3.30% | +6.15% | -1.51% | -0.94% | 27:19 | 14:38 | 22:20 | 25:46 | 30:30 | 52:08 | 08:10 | 06:02 |
 | Glimmer Cape | 73 | 21.53% | 73.5 | 56.16% | +2.40% | +21.62% | -22.83% | -5.04% | 27:06 | 16:17 | 21:31 | 24:51 | 30:20 | 56:42 | 08:49 | 06:31 |
 | Void Stone | 22 | 6.49% | 71.4 | 68.18% | +14.87% | +15.15% | -8.18% | -0.95% | 27:45 | 09:33 | 15:05 | 18:29 | 39:41 | 1:15:37 | 24:36 | 18:13 |
 | Drum of Endurance | 86 | 25.37% | 69.4 | 53.49% | -1.06% | +1.06% | -5.87% | -1.09% | 20:55 | 12:45 | 17:23 | 19:35 | 23:43 | 34:17 | 06:20 | 04:41 |
 | Aether Lens | 8 | 2.36% | 67.3 | 75.00% | +21.22% | +25.00% | -25.00% | -2.77% | 31:11 | 17:27 | 17:59 | 30:26 | 36:03 | 50:56 | 18:04 | 13:22 |
 | Wraith Band | 8 | 2.36% | 65.3 | 75.00% | +21.22% | +25.00% | -75.00% | -6.91% | 21:41 | 10:27 | 13:30 | 18:49 | 27:58 | 29:21 | 14:28 | 10:42 |
 | Eul's Scepter of Divinity | 8 | 2.36% | 63.3 | 62.50% | +8.42% | -12.50% | -12.50% | 0.00% | 28:25 | 18:31 | 19:53 | 22:24 | 26:16 | 57:52 | 06:23 | 04:43 |
 | Quelling Blade | 18 | 5.31% | 61.2 | 44.44% | -10.39% | -24.44% | +5.56% | 2.34% | 11:10 | -01:29 | 04:46 | 08:03 | 17:36 | 38:36 | 12:50 | 09:30 |
 | Pavise | 4 | 1.18% | 59.2 | 75.00% | +20.97% | +25.00% | +25.00% | 0.00% | 15:33 | 13:13 | 13:13 | 14:18 | 16:11 | 18:29 | 02:58 | 02:11 |
 | Cornucopia | 2 | 0.59% | 57.1 | 100.00% | +45.99% | 0.00% | 0.00% | 0.00% | 47:17 | 44:24 | 44:24 | 50:10 | 50:10 | 50:10 | 05:46 | 04:16 |
 | Refresher Orb | 2 | 0.59% | 55.1 | 100.00% | +45.99% | 0.00% | 0.00% | 0.00% | 60:44 | 44:40 | 44:40 | 1:16:48 | 1:16:48 | 1:16:48 | 32:08 | 23:48 |
 | Boots of Travel | 2 | 0.59% | 53.1 | 100.00% | +45.99% | 0.00% | 0.00% | 0.00% | 50:13 | 45:14 | 45:14 | 55:12 | 55:12 | 55:12 | 09:58 | 07:22 |
 | Ring of Protection | 10 | 2.95% | 51.0 | 40.00% | -14.71% | -6.67% | +10.00% | 2.09% | 14:38 | 02:03 | 10:08 | 15:09 | 18:06 | 27:04 | 07:58 | 05:54 |
 | Headdress | 3 | 0.88% | 49.0 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 11:22 | 03:08 | 03:08 | 14:28 | 16:29 | 16:29 | 13:21 | 09:53 |
 | Null Talisman | 3 | 0.88% | 46.9 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 21:28 | 13:32 | 13:32 | 24:15 | 26:36 | 26:36 | 13:04 | 09:40 |
 | Aghanim's Shard | 3 | 0.88% | 44.9 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 34:03 | 21:12 | 21:12 | 36:07 | 44:50 | 44:50 | 23:38 | 17:30 |
 | Ring of Basilius | 7 | 2.06% | 42.9 | 42.86% | -11.66% | +7.14% | +7.14% | 0.00% | 11:25 | 09:49 | 09:57 | 11:10 | 11:33 | 14:29 | 01:36 | 01:11 |
 | Bracer | 4 | 1.18% | 40.8 | 50.00% | -4.33% | +50.00% | +50.00% | 0.00% | 19:20 | 13:22 | 13:22 | 19:09 | 21:49 | 22:59 | 08:27 | 06:15 |
 | Crown | 9 | 2.65% | 38.8 | 33.33% | -21.52% | +16.67% | +16.67% | 0.00% | 16:41 | 11:10 | 12:49 | 14:43 | 21:13 | 22:33 | 08:24 | 06:13 |
 | Blight Stone | 9 | 2.65% | 36.7 | 33.33% | -21.52% | +16.67% | +16.67% | 0.00% | 10:06 | -01:29 | -01:29 | -01:28 | 16:56 | 51:59 | 18:25 | 13:38 |
 | Helm of Iron Will | 1 | 0.29% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.29% | 32.7 | 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 |
 | Vladmir's Offering | 1 | 0.29% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:24 | 57:24 | 57:24 | 57:24 | 57:24 | 57:24 | 00:00 | 00:00 |
 | Desolator | 1 | 0.29% | 28.6 | 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 |
 | Helm of the Dominator | 1 | 0.29% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Veil of Discord | 6 | 1.77% | 24.5 | 33.33% | -21.32% | +16.67% | -33.33% | 0.00% | 17:05 | 14:24 | 15:03 | 16:22 | 18:56 | 20:17 | 03:53 | 02:52 |
 | Guardian Greaves | 2 | 0.59% | 22.4 | 50.00% | -4.30% | +50.00% | 0.00% | 0.00% | 26:47 | 24:21 | 24:21 | 29:12 | 29:12 | 29:12 | 04:51 | 03:35 |
 | Mekansm | 2 | 0.59% | 20.4 | 50.00% | -4.30% | -50.00% | 0.00% | 0.00% | 17:18 | 16:29 | 16:29 | 18:06 | 18:06 | 18:06 | 01:37 | 01:11 |
 | Buckler | 2 | 0.59% | 18.4 | 50.00% | -4.30% | -50.00% | 0.00% | 0.00% | 20:08 | 18:45 | 18:45 | 21:31 | 21:31 | 21:31 | 02:46 | 02:02 |
 | Ring of Health | 2 | 0.59% | 16.3 | 50.00% | -4.30% | -50.00% | 0.00% | 0.00% | 58:03 | 40:29 | 40:29 | 1:15:37 | 1:15:37 | 1:15:37 | 35:08 | 26:01 |
 | Medallion of Courage | 4 | 1.18% | 14.3 | 25.00% | -29.63% | -25.00% | -25.00% | 0.00% | 22:38 | 16:05 | 16:05 | 17:28 | 26:14 | 30:46 | 10:09 | 07:31 |
 | Chainmail | 5 | 1.47% | 12.2 | 20.00% | -34.79% | -20.00% | -20.00% | 0.00% | 17:34 | 11:07 | 11:07 | 15:29 | 16:05 | 30:46 | 04:58 | 03:40 |
 | Lotus Orb | 1 | 0.29% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.29% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:23 | 20:23 | 20:23 | 20:23 | 20:23 | 20:23 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.29% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:04 | 60:04 | 60:04 | 60:04 | 60:04 | 60:04 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.29% | 4.1 | 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 |
 | Solar Crest | 2 | 0.59% | 2.0 | 0.00% | -54.60% | 0.00% | 0.00% | 0.00% | 24:34 | 22:12 | 22:12 | 26:55 | 26:55 | 26:55 | 04:43 | 03:29 |