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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 | |
 | Arcane Boots | 18 | 16.36% | 100.0 | 72.22% | +37.44% | +7.78% | -47.22% | -9.59% | 17:29 | 12:24 | 13:55 | 14:53 | 19:39 | 35:59 | 05:44 | 04:14 |
 | Chainmail | 6 | 5.45% | 97.8 | 83.33% | +44.87% | -33.33% | +16.67% | 16.04% | 23:56 | 15:14 | 17:47 | 18:30 | 20:54 | 50:59 | 03:07 | 02:18 |
 | Fluffy Hat | 76 | 69.09% | 95.6 | 44.74% | +12.39% | -2.63% | -2.63% | 0.00% | 18:11 | -00:43 | 12:03 | 16:28 | 21:23 | 47:24 | 09:20 | 06:54 |
 | Force Staff | 43 | 39.09% | 93.3 | 48.84% | +13.02% | -3.39% | +5.71% | 0.91% | 31:15 | 18:16 | 25:44 | 28:46 | 35:47 | 50:35 | 10:03 | 07:26 |
 | Boots of Speed | 110 | 100.00% | 91.1 | 40.91% | +40.91% | +5.52% | +7.24% | 0.42% | 08:20 | -01:29 | 06:22 | 08:20 | 10:30 | 15:37 | 04:08 | 03:03 |
 | Wind Lace | 88 | 80.00% | 88.9 | 42.05% | +5.69% | +3.40% | +3.40% | 0.00% | 11:24 | 03:39 | 07:51 | 10:18 | 12:25 | 40:50 | 04:34 | 03:22 |
 | Magic Stick | 101 | 91.82% | 86.7 | 40.59% | -3.85% | -4.59% | -0.59% | 0.49% | 04:50 | -01:29 | 00:16 | 03:55 | 08:29 | 21:21 | 08:13 | 06:05 |
 | Magic Wand | 90 | 81.82% | 84.4 | 41.11% | +1.11% | -1.98% | -0.20% | 0.30% | 11:42 | 02:07 | 08:32 | 11:49 | 14:28 | 24:38 | 05:56 | 04:23 |
 | Aghanim's Shard | 62 | 56.36% | 82.2 | 41.94% | +2.36% | -4.44% | -1.94% | 0.26% | 24:54 | 15:02 | 18:41 | 22:21 | 28:15 | 1:28:07 | 09:34 | 07:05 |
 | Headdress | 7 | 6.36% | 80.0 | 71.43% | +32.60% | -21.43% | +28.57% | 2.75% | 17:39 | -01:29 | -00:56 | 15:33 | 19:08 | 50:59 | 20:04 | 14:51 |
 | Aeon Disk | 7 | 6.36% | 77.8 | 71.43% | +32.60% | +28.57% | -21.43% | -2.39% | 52:04 | 32:02 | 38:39 | 59:26 | 59:32 | 1:06:51 | 20:53 | 15:28 |
 | Tranquil Boots | 76 | 69.09% | 75.6 | 39.47% | -4.65% | +2.64% | -2.63% | -1.63% | 14:35 | 08:23 | 11:21 | 12:44 | 14:35 | 40:54 | 03:14 | 02:23 |
 | Ghost Scepter | 16 | 14.55% | 73.3 | 50.00% | +10.64% | +25.00% | -25.00% | -5.45% | 34:06 | 18:56 | 27:57 | 32:07 | 37:07 | 55:29 | 09:10 | 06:47 |
 | Glimmer Cape | 35 | 31.82% | 71.1 | 37.14% | -5.53% | +7.30% | -3.81% | -1.16% | 27:39 | 17:10 | 22:32 | 26:20 | 32:05 | 42:20 | 09:33 | 07:04 |
 | Mekansm | 4 | 3.64% | 68.9 | 75.00% | +35.38% | +25.00% | +25.00% | 0.00% | 29:15 | 20:08 | 20:08 | 20:12 | 25:42 | 50:59 | 05:34 | 04:07 |
 | Medallion of Courage | 2 | 1.82% | 66.7 | 100.00% | +60.19% | 0.00% | 0.00% | 0.00% | 19:36 | 17:47 | 17:47 | 21:24 | 21:24 | 21:24 | 03:37 | 02:40 |
 | Solar Crest | 2 | 1.82% | 64.4 | 100.00% | +60.19% | 0.00% | 0.00% | 0.00% | 23:22 | 21:44 | 21:44 | 24:59 | 24:59 | 24:59 | 03:15 | 02:24 |
 | Blink Dagger | 7 | 6.36% | 62.2 | 57.14% | +17.33% | -7.14% | -7.14% | 0.00% | 32:08 | 21:30 | 25:01 | 27:29 | 30:04 | 58:53 | 05:03 | 03:44 |
 | Void Stone | 14 | 12.73% | 60.0 | 42.86% | +2.23% | +32.14% | -42.86% | -5.54% | 32:33 | 17:39 | 25:13 | 28:32 | 38:46 | 1:24:42 | 13:33 | 10:02 |
 | Null Talisman | 5 | 4.55% | 57.8 | 60.00% | +20.00% | -60.00% | -60.00% | 0.00% | 11:28 | 04:26 | 04:26 | 06:32 | 15:03 | 26:24 | 10:37 | 07:51 |
 | Crown | 5 | 4.55% | 55.6 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 18:58 | 15:12 | 15:12 | 19:54 | 21:32 | 21:40 | 06:20 | 04:41 |
 | Aether Lens | 12 | 10.91% | 53.3 | 41.67% | +0.85% | +25.00% | -41.67% | -5.93% | 34:20 | 20:52 | 24:23 | 29:38 | 35:38 | 1:24:59 | 11:15 | 08:20 |
 | Drum of Endurance | 9 | 8.18% | 51.1 | 44.44% | +3.85% | +55.56% | +5.56% | -2.95% | 30:45 | 19:07 | 19:24 | 24:17 | 36:20 | 56:29 | 16:56 | 12:32 |
 | Ring of Protection | 6 | 5.45% | 48.9 | 50.00% | +9.62% | 0.00% | -50.00% | -3.44% | 23:12 | -01:29 | 16:49 | 27:28 | 31:22 | 35:26 | 14:33 | 10:46 |
 | Ring of Basilius | 10 | 9.09% | 46.7 | 40.00% | -1.00% | -6.67% | +10.00% | 1.20% | 15:05 | 00:59 | 04:27 | 12:20 | 18:21 | 40:54 | 13:54 | 10:17 |
 | Blight Stone | 3 | 2.73% | 44.4 | 66.67% | +26.48% | +33.33% | 0.00% | 0.00% | 43:31 | 17:47 | 17:47 | 18:54 | 1:33:52 | 1:33:52 | 1:16:05 | 56:21 |
 | Buckler | 4 | 3.64% | 42.2 | 50.00% | +9.43% | -50.00% | -50.00% | 0.00% | 30:59 | 27:28 | 27:28 | 29:38 | 31:22 | 35:26 | 03:54 | 02:53 |
 | Octarine Core | 1 | 0.91% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.91% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.91% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:53 | 42:53 | 42:53 | 42:53 | 42:53 | 42:53 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.91% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.91% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:31 | 51:31 | 51:31 | 51:31 | 51:31 | 51:31 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 1.82% | 28.9 | 50.00% | +9.26% | +50.00% | 0.00% | 0.00% | 49:02 | 04:12 | 04:12 | 1:33:52 | 1:33:52 | 1:33:52 | 1:29:40 | 1:06:25 |
 | Vladmir's Offering | 2 | 1.82% | 26.7 | 50.00% | +9.26% | +50.00% | 0.00% | 0.00% | 36:08 | 31:22 | 31:22 | 40:54 | 40:54 | 40:54 | 09:32 | 07:03 |
 | Morbid Mask | 2 | 1.82% | 24.4 | 50.00% | +9.26% | +50.00% | 0.00% | 0.00% | 36:08 | 31:22 | 31:22 | 40:54 | 40:54 | 40:54 | 09:32 | 07:03 |
 | Lotus Orb | 3 | 2.73% | 22.2 | 33.33% | -7.79% | +66.67% | 0.00% | 0.00% | 41:25 | 30:27 | 30:27 | 40:25 | 53:22 | 53:22 | 22:55 | 16:58 |
 | Veil of Discord | 3 | 2.73% | 20.0 | 33.33% | -7.79% | +66.67% | 0.00% | 0.00% | 22:08 | 18:19 | 18:19 | 22:56 | 25:09 | 25:09 | 06:50 | 05:03 |
 | Ring of Health | 3 | 2.73% | 17.8 | 33.33% | -7.79% | +66.67% | 0.00% | 0.00% | 41:18 | 30:08 | 30:08 | 40:25 | 53:22 | 53:22 | 23:14 | 17:12 |
 | Boots of Bearing | 3 | 2.73% | 15.6 | 33.33% | -7.79% | +66.67% | 0.00% | 0.00% | 53:17 | 37:53 | 37:53 | 49:57 | 1:12:01 | 1:12:01 | 34:08 | 25:17 |
 | Nullifier | 1 | 0.91% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:41:18 | 1:41:18 | 1:41:18 | 1:41:18 | 1:41:18 | 1:41:18 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 1.82% | 11.1 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 48:45 | 48:43 | 48:43 | 48:46 | 48:46 | 48:46 | 00:03 | 00:02 |
 | Bracer | 2 | 1.82% | 8.9 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 13:08 | 11:52 | 11:52 | 14:23 | 14:23 | 14:23 | 02:31 | 01:51 |
 | Orb of Corrosion | 1 | 0.91% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 3.64% | 4.4 | 0.00% | -42.45% | 0.00% | 0.00% | 0.00% | 10:53 | -01:29 | -01:29 | 12:21 | 16:13 | 16:27 | 17:42 | 13:06 |
 | Helm of Iron Will | 1 | 0.91% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:40:54 | 1:40:54 | 1:40:54 | 1:40:54 | 1:40:54 | 1:40:54 | 00:00 | 00:00 |