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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 | 41 | 17.83% | 100.0 | 73.17% | +32.96% | -13.17% | -3.17% | 0.66% | 31:04 | 09:21 | 20:52 | 30:49 | 36:06 | 1:05:24 | 15:14 | 11:17 |
 | Ring of Health | 47 | 20.43% | 98.7 | 61.70% | +19.62% | -3.37% | +13.30% | 1.37% | 25:51 | 04:37 | 17:45 | 25:09 | 29:55 | 1:15:34 | 12:10 | 09:00 |
 | Blink Dagger | 54 | 23.48% | 97.4 | 59.26% | +17.21% | +12.17% | -13.11% | -1.67% | 33:14 | 12:23 | 25:04 | 30:51 | 40:14 | 1:21:12 | 15:10 | 11:14 |
 | Chainmail | 123 | 53.48% | 96.1 | 52.03% | +12.78% | +2.81% | +6.03% | 0.52% | 12:59 | 06:16 | 09:03 | 11:16 | 15:12 | 36:56 | 06:09 | 04:33 |
 | Guardian Greaves | 98 | 42.61% | 94.7 | 53.06% | +12.15% | +2.94% | +1.11% | -0.16% | 21:04 | 11:57 | 14:57 | 18:13 | 26:20 | 48:17 | 11:23 | 08:25 |
 | Ring of Protection | 113 | 49.13% | 93.4 | 52.21% | +12.04% | +4.93% | +1.36% | -0.34% | 18:29 | -01:29 | 11:51 | 15:27 | 22:19 | 58:21 | 10:28 | 07:45 |
 | Mekansm | 114 | 49.57% | 92.1 | 51.75% | +11.23% | +6.87% | -5.32% | -1.76% | 15:02 | 08:17 | 11:04 | 13:36 | 18:00 | 36:32 | 06:56 | 05:08 |
 | Buckler | 107 | 46.52% | 90.8 | 51.40% | +9.94% | +0.45% | +0.45% | 0.00% | 19:48 | 09:36 | 12:35 | 16:16 | 24:06 | 58:21 | 11:31 | 08:31 |
 | Headdress | 126 | 54.78% | 89.5 | 50.00% | +8.65% | -6.25% | -1.61% | 0.61% | 12:03 | -01:29 | 07:33 | 10:38 | 15:12 | 45:59 | 07:39 | 05:40 |
 | Lotus Orb | 12 | 5.22% | 88.2 | 75.00% | +30.50% | +25.00% | -8.33% | -3.56% | 32:57 | 21:49 | 26:24 | 33:55 | 35:45 | 42:00 | 09:21 | 06:55 |
 | Aghanim's Scepter | 59 | 25.65% | 86.8 | 54.24% | +10.97% | -0.91% | -7.57% | -0.37% | 31:44 | 13:11 | 21:35 | 32:03 | 39:24 | 1:02:01 | 17:49 | 13:11 |
 | Arcane Boots | 169 | 73.48% | 85.5 | 47.93% | +6.95% | +4.45% | -2.69% | -1.17% | 10:26 | 03:59 | 06:33 | 09:54 | 12:39 | 33:19 | 06:06 | 04:31 |
 | Crown | 14 | 6.09% | 84.2 | 71.43% | +26.99% | +3.57% | -4.76% | -0.50% | 22:46 | 09:59 | 13:53 | 22:05 | 30:24 | 36:56 | 16:31 | 12:14 |
 | Boots of Speed | 230 | 100.00% | 82.9 | 46.09% | +46.09% | +5.63% | -11.00% | -4.68% | 04:53 | -01:29 | 03:14 | 04:52 | 06:47 | 12:27 | 03:33 | 02:37 |
 | Magic Wand | 190 | 82.61% | 81.6 | 46.84% | +4.34% | -1.01% | +2.10% | 0.45% | 07:55 | -01:30 | 04:09 | 07:46 | 11:05 | 21:07 | 06:56 | 05:08 |
 | Force Staff | 126 | 54.78% | 80.3 | 47.62% | +3.39% | +11.76% | -5.68% | -1.74% | 25:47 | 14:44 | 20:24 | 25:04 | 30:26 | 45:29 | 10:02 | 07:25 |
 | Wind Lace | 73 | 31.74% | 78.9 | 50.68% | +6.73% | +10.43% | +10.43% | 0.00% | 10:48 | -01:29 | 05:20 | 09:28 | 16:22 | 32:37 | 11:02 | 08:10 |
 | Fluffy Hat | 141 | 61.30% | 77.6 | 46.81% | +1.87% | +1.76% | -9.67% | -1.13% | 20:07 | 07:23 | 15:09 | 19:37 | 25:16 | 45:29 | 10:07 | 07:29 |
 | Magic Stick | 202 | 87.83% | 76.3 | 45.05% | -8.52% | +7.89% | +4.95% | -0.99% | 02:38 | -01:29 | -01:29 | 01:56 | 04:27 | 18:54 | 05:56 | 04:23 |
 | Aghanim's Shard | 157 | 68.26% | 75.0 | 45.86% | -0.72% | +18.24% | -15.09% | -3.59% | 22:11 | 15:00 | 17:04 | 20:48 | 26:21 | 45:02 | 09:17 | 06:52 |
 | Quelling Blade | 19 | 8.26% | 73.7 | 63.16% | +18.61% | -43.16% | +16.84% | 41.86% | 02:13 | -01:29 | -01:29 | -01:29 | 02:55 | 23:41 | 04:24 | 03:15 |
 | Aether Lens | 13 | 5.65% | 72.4 | 69.23% | +24.53% | -2.56% | -35.90% | -2.08% | 39:51 | 25:13 | 30:15 | 34:22 | 46:19 | 1:07:35 | 16:04 | 11:54 |
 | Solar Crest | 12 | 5.22% | 71.1 | 66.67% | +21.72% | 0.00% | 0.00% | 0.00% | 28:41 | 15:26 | 16:20 | 29:59 | 32:42 | 60:17 | 16:22 | 12:07 |
 | Medallion of Courage | 12 | 5.22% | 69.7 | 66.67% | +21.72% | 0.00% | +33.33% | 2.45% | 20:08 | 09:56 | 11:53 | 15:13 | 25:28 | 37:02 | 13:35 | 10:03 |
 | Boots of Bearing | 8 | 3.48% | 68.4 | 75.00% | +29.95% | +25.00% | +25.00% | 0.00% | 30:55 | 21:51 | 25:15 | 27:04 | 28:15 | 59:45 | 03:00 | 02:13 |
 | Black King Bar | 21 | 9.13% | 67.1 | 52.38% | +6.93% | +7.62% | -32.38% | -3.56% | 39:19 | 23:13 | 29:53 | 32:14 | 41:08 | 1:22:19 | 11:15 | 08:20 |
 | Crystalys | 24 | 10.43% | 65.8 | 50.00% | +4.37% | 0.00% | -33.33% | -5.57% | 37:13 | 28:12 | 32:10 | 35:18 | 38:09 | 59:51 | 05:59 | 04:25 |
 | Glimmer Cape | 36 | 15.65% | 64.5 | 44.44% | -1.95% | 0.00% | +22.23% | 1.84% | 28:05 | 10:51 | 21:43 | 27:06 | 33:46 | 50:52 | 12:03 | 08:55 |
 | Refresher Orb | 3 | 1.30% | 63.2 | 100.00% | +54.63% | 0.00% | 0.00% | 0.00% | 46:29 | 34:00 | 34:00 | 48:44 | 56:44 | 56:44 | 22:44 | 16:50 |
 | Hood of Defiance | 24 | 10.43% | 61.8 | 45.83% | -0.29% | +4.17% | +4.17% | 0.00% | 21:43 | 11:00 | 16:24 | 19:41 | 25:54 | 46:20 | 09:30 | 07:02 |
 | Tranquil Boots | 24 | 10.43% | 60.5 | 45.83% | -0.29% | -12.50% | +4.17% | 1.93% | 16:41 | 06:40 | 10:08 | 12:37 | 18:47 | 59:40 | 08:39 | 06:24 |
 | Pipe of Insight | 25 | 10.87% | 59.2 | 44.00% | -2.34% | +22.67% | -10.67% | -5.42% | 24:39 | 15:08 | 20:39 | 22:42 | 26:48 | 46:20 | 06:09 | 04:33 |
 | Blight Stone | 23 | 10.00% | 57.9 | 43.48% | -2.90% | -10.15% | +23.19% | 3.37% | 08:33 | -01:29 | -01:29 | -01:28 | 11:22 | 57:24 | 12:51 | 09:31 |
 | Bracer | 41 | 17.83% | 56.6 | 36.59% | -11.56% | +13.41% | -6.59% | -19.35% | 03:42 | -01:29 | 01:59 | 02:23 | 03:01 | 18:38 | 01:02 | 00:45 |
 | Eul's Scepter of Divinity | 6 | 2.61% | 55.3 | 66.67% | +21.13% | -16.67% | +33.33% | 0.00% | 23:26 | 17:17 | 17:22 | 20:07 | 27:00 | 33:27 | 09:38 | 07:08 |
 | Scythe of Vyse | 4 | 1.74% | 53.9 | 75.00% | +29.42% | +25.00% | +25.00% | 0.00% | 43:02 | 26:30 | 26:30 | 32:14 | 48:00 | 1:05:24 | 21:30 | 15:55 |
 | Drum of Endurance | 13 | 5.65% | 52.6 | 46.15% | +0.07% | +20.52% | -12.82% | -3.66% | 24:09 | 14:11 | 16:58 | 23:47 | 26:04 | 43:17 | 09:06 | 06:44 |
 | Assault Cuirass | 2 | 0.87% | 51.3 | 100.00% | +54.39% | 0.00% | 0.00% | 0.00% | 48:21 | 45:59 | 45:59 | 50:43 | 50:43 | 50:43 | 04:44 | 03:30 |
 | Daedalus | 14 | 6.09% | 50.0 | 42.86% | -3.44% | +32.14% | -42.86% | -9.18% | 43:42 | 37:29 | 38:25 | 42:47 | 46:35 | 1:04:50 | 08:10 | 06:02 |
 | Boots of Travel | 8 | 3.48% | 48.7 | 50.00% | +4.05% | +50.00% | 0.00% | 0.00% | 45:51 | 27:09 | 34:49 | 40:35 | 52:06 | 1:14:48 | 17:17 | 12:48 |
 | Octarine Core | 5 | 2.17% | 47.4 | 60.00% | +14.22% | +40.00% | -60.00% | 0.00% | 38:25 | 33:50 | 33:50 | 38:47 | 40:10 | 41:01 | 06:20 | 04:41 |
 | Bottle | 9 | 3.91% | 46.1 | 44.44% | -1.71% | +5.56% | +5.56% | 0.00% | 04:27 | 01:10 | 01:14 | 01:38 | 01:40 | 28:08 | 00:26 | 00:19 |
 | Ghost Scepter | 14 | 6.09% | 44.7 | 35.71% | -11.05% | -10.71% | +30.96% | 3.38% | 34:24 | 25:03 | 27:31 | 31:25 | 39:50 | 50:36 | 12:19 | 09:07 |
 | Morbid Mask | 10 | 4.35% | 43.4 | 40.00% | -6.36% | +26.67% | -40.00% | 0.00% | 37:57 | 23:28 | 25:35 | 38:02 | 42:53 | 58:22 | 17:18 | 12:48 |
 | Silver Edge | 3 | 1.30% | 42.1 | 66.67% | +20.86% | +33.33% | 0.00% | 0.00% | 31:12 | 29:27 | 29:27 | 31:29 | 32:41 | 32:41 | 03:14 | 02:23 |
 | Shadow Blade | 3 | 1.30% | 40.8 | 66.67% | +20.86% | +33.33% | 0.00% | 0.00% | 28:57 | 23:19 | 23:19 | 31:29 | 32:04 | 32:04 | 08:45 | 06:28 |
 | Hurricane Pike | 3 | 1.30% | 39.5 | 66.67% | +20.86% | +33.33% | 0.00% | 0.00% | 51:09 | 46:25 | 46:25 | 51:13 | 55:49 | 55:49 | 09:24 | 06:57 |
 | Dragon Lance | 3 | 1.30% | 38.2 | 66.67% | +20.86% | +33.33% | 0.00% | 0.00% | 50:39 | 45:54 | 45:54 | 51:10 | 54:53 | 54:53 | 08:59 | 06:39 |
 | Ring of Basilius | 11 | 4.78% | 36.8 | 36.36% | -10.22% | +30.31% | -3.03% | -1.83% | 35:07 | 12:17 | 22:22 | 38:02 | 40:33 | 58:21 | 18:11 | 13:28 |
 | Vladmir's Offering | 11 | 4.78% | 35.5 | 36.36% | -10.22% | +30.31% | -3.03% | -2.25% | 37:42 | 25:18 | 26:55 | 38:02 | 41:45 | 58:23 | 14:50 | 10:59 |
 | Wraith Pact | 8 | 3.48% | 34.2 | 37.50% | -8.90% | +12.50% | -37.50% | 0.00% | 41:06 | 29:45 | 30:31 | 41:56 | 44:01 | 58:37 | 13:30 | 10:00 |
 | Pavise | 4 | 1.74% | 32.9 | 50.00% | +3.98% | -50.00% | +50.00% | 0.00% | 15:47 | 13:15 | 13:15 | 14:13 | 16:37 | 19:03 | 03:22 | 02:29 |
 | Meteor Hammer | 1 | 0.43% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.43% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:34 | 1:15:34 | 1:15:34 | 1:15:34 | 1:15:34 | 1:15:34 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.43% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.43% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Dagon | 1 | 0.43% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.43% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.43% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.43% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.43% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:39 | 1:16:39 | 1:16:39 | 1:16:39 | 1:16:39 | 1:16:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.43% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:37 | 1:16:37 | 1:16:37 | 1:16:37 | 1:16:37 | 1:16:37 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.43% | 18.4 | 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 |
 | Cornucopia | 1 | 0.43% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.43% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 8 | 3.48% | 14.5 | 25.00% | -21.85% | -25.00% | +25.00% | 0.00% | 35:06 | 25:28 | 26:48 | 34:49 | 40:25 | 40:59 | 13:37 | 10:05 |
 | Wind Waker | 2 | 0.87% | 13.2 | 50.00% | +3.95% | +50.00% | 0.00% | 0.00% | 52:13 | 36:17 | 36:17 | 1:08:09 | 1:08:09 | 1:08:09 | 31:52 | 23:36 |
 | Desolator | 2 | 0.87% | 11.8 | 50.00% | +3.95% | -50.00% | 0.00% | 0.00% | 1:05:15 | 57:24 | 57:24 | 1:13:06 | 1:13:06 | 1:13:06 | 15:42 | 11:37 |
 | Aghanim's Blessing | 2 | 0.87% | 10.5 | 50.00% | +3.95% | +50.00% | 0.00% | 0.00% | 1:07:17 | 54:39 | 54:39 | 1:19:54 | 1:19:54 | 1:19:54 | 25:15 | 18:42 |
 | Javelin | 2 | 0.87% | 9.2 | 50.00% | +3.95% | +50.00% | 0.00% | 0.00% | 29:04 | 24:46 | 24:46 | 33:21 | 33:21 | 33:21 | 08:35 | 06:21 |
 | Sange | 10 | 4.35% | 7.9 | 20.00% | -27.27% | -20.00% | +30.00% | 0.00% | 33:09 | 21:13 | 30:38 | 34:18 | 37:56 | 40:59 | 07:18 | 05:24 |
 | Aeon Disk | 5 | 2.17% | 6.6 | 20.00% | -26.67% | -20.00% | -20.00% | 0.00% | 51:37 | 31:21 | 31:21 | 42:27 | 1:11:58 | 1:17:19 | 40:37 | 30:05 |
 | Wraith Band | 5 | 2.17% | 5.3 | 20.00% | -26.67% | -20.00% | -20.00% | 0.00% | 23:18 | 02:19 | 02:19 | 26:42 | 31:08 | 32:54 | 28:49 | 21:20 |
 | Maelstrom | 1 | 0.43% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.43% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.43% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |