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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 | 22 | 32.84% | 100.0 | 86.36% | +48.58% | -3.03% | +13.64% | 1.49% | 17:10 | 04:55 | 11:10 | 17:37 | 22:22 | 30:43 | 11:12 | 08:17 |
 | Blink Dagger | 7 | 10.45% | 98.3 | 100.00% | +51.67% | 0.00% | 0.00% | 0.00% | 32:13 | 19:21 | 28:45 | 35:02 | 35:21 | 38:22 | 06:36 | 04:53 |
 | Crown | 24 | 35.82% | 96.7 | 66.67% | +20.16% | -16.67% | 0.00% | 1.34% | 22:19 | -01:29 | 15:43 | 21:57 | 28:10 | 39:23 | 12:27 | 09:13 |
 | Magic Wand | 49 | 73.13% | 95.0 | 59.18% | +20.29% | -9.18% | +24.15% | 4.71% | 08:46 | 02:13 | 04:45 | 07:57 | 11:50 | 25:01 | 07:05 | 05:14 |
 | Magic Stick | 60 | 89.55% | 93.3 | 56.67% | +28.10% | -16.67% | -10.00% | 1.21% | 03:58 | -01:29 | -01:29 | 02:41 | 07:01 | 19:33 | 08:30 | 06:17 |
 | Aghanim's Scepter | 7 | 10.45% | 91.7 | 85.71% | +35.71% | +14.29% | -35.71% | -4.40% | 25:54 | 16:51 | 18:09 | 28:04 | 29:31 | 38:11 | 11:22 | 08:25 |
 | Void Stone | 31 | 46.27% | 90.0 | 61.29% | +14.07% | -11.29% | -11.29% | 0.00% | 23:16 | 10:43 | 14:10 | 21:13 | 26:39 | 49:45 | 12:29 | 09:14 |
 | Boots of Speed | 67 | 100.00% | 88.3 | 53.73% | +53.73% | -18.44% | -6.67% | 3.90% | 06:07 | -01:29 | 04:27 | 06:18 | 07:28 | 17:06 | 03:01 | 02:14 |
 | Aeon Disk | 4 | 5.97% | 86.7 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 37:28 | 26:48 | 26:48 | 31:15 | 39:53 | 51:54 | 13:05 | 09:41 |
 | Wind Lace | 37 | 55.22% | 85.0 | 56.76% | +6.76% | -12.32% | +9.91% | 1.96% | 17:45 | 06:52 | 11:39 | 16:25 | 23:00 | 34:03 | 11:21 | 08:24 |
 | Eul's Scepter of Divinity | 21 | 31.34% | 83.3 | 61.90% | +11.90% | +18.10% | -1.90% | -2.37% | 22:46 | 16:11 | 18:12 | 21:19 | 26:39 | 32:44 | 08:27 | 06:15 |
 | Ring of Protection | 47 | 70.15% | 81.7 | 51.06% | -8.94% | -1.06% | -1.06% | 0.00% | 05:40 | -01:29 | 02:42 | 04:56 | 08:51 | 29:25 | 06:09 | 04:33 |
 | Wraith Band | 16 | 23.88% | 80.0 | 62.50% | +11.52% | -12.50% | -12.50% | 0.00% | 03:00 | -01:29 | -01:29 | -01:29 | 03:26 | 27:25 | 04:55 | 03:38 |
 | Helm of the Dominator | 8 | 11.94% | 78.3 | 75.00% | +24.15% | -25.00% | +25.00% | 7.94% | 30:27 | 24:08 | 25:15 | 28:25 | 31:33 | 41:01 | 06:18 | 04:40 |
 | Chainmail | 21 | 31.34% | 76.7 | 57.14% | +4.97% | +2.86% | -17.14% | -1.82% | 21:30 | 09:04 | 15:08 | 20:34 | 26:09 | 39:46 | 11:01 | 08:09 |
 | Urn of Shadows | 45 | 67.16% | 75.0 | 48.89% | -14.75% | +42.02% | -3.44% | -10.22% | 08:06 | 02:27 | 05:36 | 08:13 | 10:03 | 15:33 | 04:27 | 03:17 |
 | Spirit Vessel | 31 | 46.27% | 73.3 | 51.61% | -3.95% | +23.39% | -1.61% | -4.90% | 18:46 | 13:01 | 15:47 | 18:12 | 20:53 | 28:28 | 05:06 | 03:46 |
 | Solar Crest | 13 | 19.40% | 71.7 | 61.54% | +9.69% | -28.21% | -61.54% | -2.87% | 25:52 | 15:31 | 19:18 | 26:53 | 30:54 | 35:24 | 11:36 | 08:35 |
 | Kaya | 3 | 4.48% | 70.0 | 100.00% | +48.44% | 0.00% | 0.00% | 0.00% | 29:31 | 21:41 | 21:41 | 22:28 | 44:23 | 44:23 | 22:42 | 16:48 |
 | Helm of Iron Will | 9 | 13.43% | 68.3 | 66.67% | +14.95% | +33.33% | +33.33% | 0.00% | 29:56 | 21:33 | 24:39 | 27:38 | 35:59 | 39:23 | 11:20 | 08:23 |
 | Blight Stone | 16 | 23.88% | 66.7 | 56.25% | +3.31% | -6.25% | -6.25% | 0.00% | 19:08 | -01:29 | 12:37 | 19:34 | 26:35 | 39:46 | 13:58 | 10:20 |
 | Lotus Orb | 7 | 10.45% | 65.0 | 71.43% | +19.76% | +28.57% | +28.57% | 0.00% | 31:24 | 21:58 | 25:34 | 29:51 | 33:47 | 44:24 | 08:13 | 06:05 |
 | Mekansm | 7 | 10.45% | 63.3 | 71.43% | +19.76% | -21.43% | +28.57% | 11.90% | 20:33 | 17:15 | 18:05 | 22:00 | 22:17 | 22:55 | 04:12 | 03:06 |
 | Medallion of Courage | 15 | 22.39% | 61.7 | 53.33% | -0.52% | -3.33% | -28.33% | -1.98% | 23:11 | 09:31 | 15:33 | 21:22 | 28:10 | 39:46 | 12:37 | 09:20 |
 | Headdress | 10 | 14.93% | 60.0 | 60.00% | +7.37% | +40.00% | -60.00% | -12.82% | 21:06 | -01:29 | 14:29 | 19:24 | 22:17 | 52:13 | 07:48 | 05:46 |
 | Ring of Health | 10 | 14.93% | 58.3 | 60.00% | +7.37% | +6.67% | -10.00% | -1.28% | 28:39 | 12:09 | 23:59 | 25:09 | 36:59 | 49:45 | 13:00 | 09:37 |
 | Drum of Endurance | 6 | 8.96% | 56.7 | 66.67% | +14.21% | -16.67% | +33.33% | 7.11% | 21:36 | 16:08 | 17:44 | 22:30 | 24:46 | 24:47 | 07:02 | 05:12 |
 | Ring of Basilius | 6 | 8.96% | 55.0 | 66.67% | +14.21% | -16.67% | +33.33% | 1.39% | 28:10 | 08:11 | 10:07 | 11:38 | 46:04 | 53:39 | 35:57 | 26:37 |
 | Force Staff | 18 | 26.87% | 53.3 | 44.44% | -12.70% | -4.44% | +30.56% | 3.95% | 28:26 | 17:55 | 24:10 | 28:06 | 33:02 | 41:24 | 08:52 | 06:34 |
 | Tranquil Boots | 9 | 13.43% | 51.7 | 55.56% | +2.11% | -55.56% | -5.56% | 4.91% | 20:36 | 09:27 | 14:01 | 21:40 | 24:12 | 33:00 | 10:11 | 07:32 |
 | Guardian Greaves | 4 | 5.97% | 50.0 | 75.00% | +22.62% | -75.00% | +25.00% | 0.00% | 28:54 | 21:34 | 21:34 | 27:42 | 29:56 | 36:23 | 08:22 | 06:11 |
 | Dragon Lance | 2 | 2.99% | 48.3 | 100.00% | +47.69% | 0.00% | 0.00% | 0.00% | 35:14 | 23:14 | 23:14 | 47:13 | 47:13 | 47:13 | 23:59 | 17:45 |
 | Bottle | 2 | 2.99% | 46.7 | 100.00% | +47.69% | 0.00% | 0.00% | 0.00% | 24:04 | 01:39 | 01:39 | 46:28 | 46:28 | 46:28 | 44:49 | 33:11 |
 | Ethereal Blade | 2 | 2.99% | 45.0 | 100.00% | +47.69% | 0.00% | 0.00% | 0.00% | 36:11 | 27:13 | 27:13 | 45:09 | 45:09 | 45:09 | 17:56 | 13:17 |
 | Buckler | 7 | 10.45% | 43.3 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 32:43 | 21:21 | 24:04 | 29:36 | 35:51 | 53:39 | 11:47 | 08:43 |
 | Fluffy Hat | 21 | 31.34% | 41.7 | 38.10% | -22.77% | +1.90% | +41.90% | 3.82% | 22:47 | 07:29 | 17:15 | 23:25 | 27:43 | 41:21 | 10:28 | 07:45 |
 | Veil of Discord | 3 | 4.48% | 40.0 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 14:29 | 13:42 | 13:42 | 14:35 | 15:10 | 15:10 | 01:28 | 01:05 |
 | Vladmir's Offering | 3 | 4.48% | 38.3 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 46:22 | 39:23 | 39:23 | 46:04 | 53:39 | 53:39 | 14:16 | 10:34 |
 | Morbid Mask | 3 | 4.48% | 36.7 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 46:22 | 39:23 | 39:23 | 46:04 | 53:39 | 53:39 | 14:16 | 10:34 |
 | Ghost Scepter | 4 | 5.97% | 35.0 | 50.00% | -3.97% | +50.00% | -50.00% | 0.00% | 33:04 | 25:54 | 25:54 | 32:58 | 34:11 | 39:12 | 08:17 | 06:08 |
 | Scythe of Vyse | 1 | 1.49% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.49% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.49% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.49% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:30 | 49:30 | 49:30 | 49:30 | 49:30 | 49:30 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 1.49% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.49% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Diffusal Blade | 5 | 7.46% | 23.3 | 40.00% | -14.84% | +60.00% | -40.00% | 0.00% | 23:00 | 18:30 | 18:30 | 23:37 | 24:52 | 25:30 | 06:22 | 04:42 |
 | Boots of Bearing | 2 | 2.99% | 21.7 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 29:28 | 25:59 | 25:59 | 32:56 | 32:56 | 32:56 | 06:57 | 05:08 |
 | Linken's Sphere | 2 | 2.99% | 20.0 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 47:55 | 45:05 | 45:05 | 50:45 | 50:45 | 50:45 | 05:40 | 04:11 |
 | Hood of Defiance | 3 | 4.48% | 18.3 | 33.33% | -21.36% | +66.67% | 0.00% | 0.00% | 29:15 | 13:01 | 13:01 | 24:04 | 50:41 | 50:41 | 37:40 | 27:54 |
 | Pipe of Insight | 3 | 4.48% | 16.7 | 33.33% | -21.36% | +66.67% | 0.00% | 0.00% | 34:13 | 18:05 | 18:05 | 32:18 | 52:15 | 52:15 | 34:10 | 25:18 |
 | Bracer | 3 | 4.48% | 15.0 | 33.33% | -21.36% | -33.33% | 0.00% | 0.00% | 09:56 | 07:37 | 07:37 | 08:13 | 13:58 | 13:58 | 06:21 | 04:42 |
 | Crimson Guard | 1 | 1.49% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.49% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.49% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.49% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.49% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.49% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.49% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.49% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 00:00 | 00:00 |