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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 | |
 | Aghanim's Shard | 61 | 42.96% | 100.0 | 65.57% | +23.59% | -18.90% | -5.57% | 1.48% | 25:32 | 15:02 | 19:55 | 23:48 | 28:54 | 53:18 | 08:59 | 06:39 |
 | Ring of Protection | 81 | 57.04% | 98.3 | 60.49% | +19.51% | +19.51% | -15.49% | -4.51% | 07:28 | -01:29 | 01:40 | 07:30 | 09:26 | 55:43 | 07:46 | 05:45 |
 | Urn of Shadows | 71 | 50.00% | 96.6 | 60.56% | +16.90% | +17.22% | -5.00% | -7.45% | 09:18 | 02:05 | 07:44 | 09:02 | 10:43 | 25:56 | 02:59 | 02:12 |
 | Spirit Vessel | 58 | 40.85% | 94.8 | 58.62% | +11.00% | +14.71% | +5.67% | -1.89% | 15:14 | 10:22 | 12:31 | 14:31 | 17:18 | 22:45 | 04:47 | 03:32 |
 | Magic Stick | 86 | 60.56% | 93.1 | 55.81% | +9.38% | -5.81% | +10.86% | 8.77% | 01:46 | -01:30 | -01:29 | -01:28 | 03:23 | 15:15 | 04:52 | 03:36 |
 | Solar Crest | 5 | 3.52% | 91.4 | 100.00% | +49.64% | 0.00% | 0.00% | 0.00% | 22:06 | 17:27 | 17:27 | 20:49 | 24:04 | 30:17 | 06:37 | 04:54 |
 | Crown | 28 | 19.72% | 89.7 | 64.29% | +15.17% | -21.43% | -7.15% | 0.99% | 21:31 | -01:29 | 14:33 | 19:34 | 28:58 | 47:50 | 14:25 | 10:40 |
 | Boots of Speed | 141 | 99.30% | 87.9 | 51.77% | -48.23% | -0.34% | +11.09% | 2.88% | 04:22 | -01:29 | 02:13 | 04:08 | 06:11 | 22:40 | 03:58 | 02:56 |
 | Glimmer Cape | 44 | 30.99% | 86.2 | 59.09% | +10.11% | -22.73% | -4.54% | 2.26% | 24:14 | 12:05 | 19:08 | 23:08 | 27:11 | 41:24 | 08:03 | 05:57 |
 | Wind Lace | 131 | 92.25% | 84.5 | 51.15% | -12.49% | -17.82% | +12.49% | 5.23% | 06:24 | -01:29 | 03:26 | 06:01 | 09:14 | 24:58 | 05:48 | 04:17 |
 | Fluffy Hat | 92 | 64.79% | 82.8 | 52.17% | +0.17% | 0.00% | +13.05% | 1.35% | 15:29 | 01:37 | 09:13 | 13:32 | 18:51 | 41:01 | 09:38 | 07:08 |
 | Ring of Health | 16 | 11.27% | 81.0 | 68.75% | +18.75% | +31.25% | +6.25% | -1.49% | 30:17 | 17:35 | 20:21 | 27:24 | 37:10 | 44:22 | 16:49 | 12:27 |
 | Drum of Endurance | 16 | 11.27% | 79.3 | 68.75% | +18.75% | +31.25% | -18.75% | -5.47% | 19:20 | 09:31 | 12:30 | 16:16 | 21:38 | 42:30 | 09:08 | 06:45 |
 | Medallion of Courage | 7 | 4.93% | 77.6 | 85.71% | +35.34% | +14.29% | +14.29% | 0.00% | 20:48 | 08:48 | 14:55 | 23:20 | 24:45 | 31:19 | 09:50 | 07:17 |
 | Boots of Bearing | 7 | 4.93% | 75.9 | 85.71% | +35.34% | -35.71% | +14.29% | 0.00% | 27:32 | 24:28 | 24:52 | 26:48 | 27:40 | 35:36 | 02:48 | 02:04 |
 | Chainmail | 7 | 4.93% | 74.1 | 85.71% | +35.34% | +14.29% | +14.29% | 0.00% | 20:10 | 07:54 | 13:38 | 22:05 | 24:10 | 31:19 | 10:32 | 07:48 |
 | Blight Stone | 7 | 4.93% | 72.4 | 85.71% | +35.34% | +14.29% | +14.29% | 0.00% | 19:20 | 02:25 | 14:33 | 20:07 | 24:35 | 31:19 | 10:02 | 07:25 |
 | Magic Wand | 71 | 50.00% | 70.7 | 52.11% | 0.00% | -2.11% | -7.67% | -0.86% | 08:34 | 01:59 | 04:43 | 08:32 | 11:10 | 25:42 | 06:27 | 04:46 |
 | Tranquil Boots | 96 | 67.61% | 69.0 | 50.00% | -6.52% | -4.17% | +25.00% | 7.68% | 09:07 | 03:37 | 06:18 | 07:55 | 10:06 | 35:36 | 03:48 | 02:48 |
 | Force Staff | 83 | 58.45% | 67.2 | 50.60% | -3.64% | -2.98% | -2.98% | 0.00% | 21:30 | 11:51 | 15:43 | 20:12 | 25:15 | 41:01 | 09:32 | 07:03 |
 | Void Stone | 46 | 32.39% | 65.5 | 54.35% | +3.31% | -4.35% | +0.20% | 0.29% | 26:51 | 10:50 | 17:36 | 26:26 | 33:14 | 53:19 | 15:38 | 11:34 |
 | Ghost Scepter | 36 | 25.35% | 63.8 | 55.56% | +4.62% | +11.11% | +11.11% | 0.00% | 24:13 | 15:16 | 20:11 | 23:42 | 26:52 | 36:10 | 06:41 | 04:57 |
 | Black King Bar | 17 | 11.97% | 62.1 | 64.71% | +14.31% | +10.29% | -14.71% | -3.56% | 23:32 | 17:00 | 18:05 | 22:02 | 25:06 | 48:49 | 07:01 | 05:11 |
 | Aether Lens | 18 | 12.68% | 60.3 | 61.11% | +10.30% | -1.11% | -11.11% | -0.73% | 27:56 | 16:00 | 22:07 | 27:56 | 35:54 | 40:01 | 13:47 | 10:12 |
 | Aghanim's Scepter | 14 | 9.86% | 58.6 | 64.29% | +13.51% | -14.29% | +2.38% | 1.34% | 30:54 | 15:26 | 22:58 | 32:10 | 35:24 | 46:14 | 12:26 | 09:12 |
 | Aeon Disk | 15 | 10.56% | 56.9 | 60.00% | +8.82% | -10.00% | -10.00% | 0.00% | 37:18 | 26:22 | 33:20 | 36:41 | 40:47 | 48:29 | 07:27 | 05:31 |
 | Kaya | 18 | 12.68% | 55.2 | 55.56% | +3.95% | +4.44% | -30.56% | -4.83% | 18:31 | 12:01 | 14:21 | 18:40 | 21:36 | 30:01 | 07:15 | 05:22 |
 | Null Talisman | 21 | 14.79% | 53.4 | 52.38% | +0.31% | +7.62% | -12.38% | -18.18% | 01:43 | -01:28 | 00:41 | 01:38 | 01:47 | 06:19 | 01:06 | 00:48 |
 | Octarine Core | 16 | 11.27% | 51.7 | 56.25% | +4.66% | -6.25% | -6.25% | 0.00% | 31:09 | 20:17 | 25:37 | 30:43 | 36:21 | 45:02 | 10:44 | 07:57 |
 | Dagon (level 2) | 7 | 4.93% | 50.0 | 71.43% | +20.32% | +28.57% | -21.43% | 0.00% | 33:04 | 22:38 | 28:09 | 31:51 | 35:04 | 47:51 | 06:55 | 05:07 |
 | Dagon (level 5) | 5 | 3.52% | 48.3 | 80.00% | +28.91% | +20.00% | -80.00% | 0.00% | 39:15 | 32:31 | 32:31 | 38:01 | 45:10 | 47:51 | 12:39 | 09:22 |
 | Ethereal Blade | 17 | 11.97% | 46.6 | 52.94% | +0.94% | +22.06% | -27.94% | -6.91% | 22:36 | 17:49 | 18:13 | 21:34 | 25:27 | 30:01 | 07:14 | 05:21 |
 | Headdress | 10 | 7.04% | 44.8 | 60.00% | +8.48% | +6.67% | +40.00% | 27.39% | 04:17 | -01:29 | -01:29 | -01:29 | 02:42 | 31:41 | 04:11 | 03:05 |
 | Helm of Iron Will | 8 | 5.63% | 43.1 | 62.50% | +11.01% | -62.50% | -12.50% | 0.00% | 25:43 | 13:32 | 16:45 | 23:40 | 28:15 | 45:11 | 11:30 | 08:31 |
 | Helm of the Dominator | 8 | 5.63% | 41.4 | 62.50% | +11.01% | -12.50% | -12.50% | 0.00% | 27:32 | 16:38 | 20:25 | 25:35 | 29:15 | 45:26 | 08:50 | 06:32 |
 | Scythe of Vyse | 20 | 14.08% | 39.7 | 45.00% | -8.28% | +15.00% | -5.00% | -1.25% | 39:07 | 26:22 | 31:02 | 35:43 | 46:59 | 57:22 | 15:57 | 11:48 |
 | Dagon | 14 | 9.86% | 37.9 | 50.00% | -2.34% | 0.00% | +16.67% | 1.02% | 23:32 | 08:05 | 15:26 | 19:08 | 31:50 | 47:51 | 16:24 | 12:08 |
 | Dagon (level 3) | 6 | 4.23% | 36.2 | 66.67% | +15.20% | +33.33% | -66.67% | 0.00% | 35:57 | 29:10 | 30:13 | 34:26 | 38:02 | 47:51 | 07:49 | 05:47 |
 | Dagon (level 4) | 6 | 4.23% | 34.5 | 66.67% | +15.20% | +33.33% | -66.67% | 0.00% | 38:18 | 31:27 | 31:29 | 36:22 | 45:10 | 47:51 | 13:41 | 10:08 |
 | Lotus Orb | 9 | 6.34% | 32.8 | 55.56% | +3.68% | +44.44% | -5.56% | 0.00% | 31:54 | 22:40 | 23:50 | 29:29 | 37:30 | 44:22 | 13:40 | 10:07 |
 | Hood of Defiance | 2 | 1.41% | 31.0 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 26:16 | 20:25 | 20:25 | 32:06 | 32:06 | 32:06 | 11:41 | 08:39 |
 | Pipe of Insight | 2 | 1.41% | 31.0 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 26:16 | 20:25 | 20:25 | 32:06 | 32:06 | 32:06 | 11:41 | 08:39 |
 | Linken's Sphere | 2 | 1.41% | 27.6 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 37:12 | 31:26 | 31:26 | 42:58 | 42:58 | 42:58 | 11:32 | 08:32 |
 | Quelling Blade | 19 | 13.38% | 25.9 | 31.58% | -23.70% | +8.42% | +28.42% | 2.42% | 08:26 | -01:29 | -01:28 | 09:18 | 09:44 | 48:02 | 11:12 | 08:17 |
 | Buckler | 4 | 2.82% | 24.1 | 50.00% | -2.17% | -50.00% | -50.00% | 0.00% | 32:24 | 11:04 | 11:04 | 23:07 | 39:42 | 55:43 | 28:38 | 21:12 |
 | Orchid Malevolence | 9 | 6.34% | 22.4 | 33.33% | -20.05% | +66.67% | -33.33% | 0.00% | 16:43 | 11:51 | 12:00 | 17:43 | 18:38 | 22:51 | 06:38 | 04:54 |
 | Assault Cuirass | 1 | 0.70% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.70% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 1.41% | 17.2 | 50.00% | -2.14% | -50.00% | 0.00% | 0.00% | 28:27 | 26:33 | 26:33 | 30:21 | 30:21 | 30:21 | 03:48 | 02:48 |
 | Eul's Scepter of Divinity | 2 | 1.41% | 15.5 | 50.00% | -2.14% | +50.00% | 0.00% | 0.00% | 26:03 | 17:37 | 17:37 | 34:29 | 34:29 | 34:29 | 16:52 | 12:29 |
 | Bracer | 2 | 1.41% | 13.8 | 50.00% | -2.14% | -50.00% | 0.00% | 0.00% | 14:40 | 13:45 | 13:45 | 15:34 | 15:34 | 15:34 | 01:49 | 01:20 |
 | Vladmir's Offering | 3 | 2.11% | 12.1 | 33.33% | -19.19% | -33.33% | 0.00% | 0.00% | 34:23 | 21:12 | 21:12 | 26:11 | 55:47 | 55:47 | 34:35 | 25:37 |
 | Morbid Mask | 3 | 2.11% | 10.3 | 33.33% | -19.19% | -33.33% | 0.00% | 0.00% | 33:54 | 20:49 | 20:49 | 25:08 | 55:45 | 55:45 | 34:56 | 25:52 |
 | Ring of Basilius | 3 | 2.11% | 8.6 | 33.33% | -19.19% | -33.33% | 0.00% | 0.00% | 30:26 | 12:24 | 12:24 | 23:08 | 55:47 | 55:47 | 43:23 | 32:08 |
 | Blink Dagger | 5 | 3.52% | 6.9 | 20.00% | -33.28% | -20.00% | -20.00% | 0.00% | 36:36 | 21:48 | 21:48 | 36:43 | 39:09 | 55:16 | 17:21 | 12:51 |
 | Bottle | 1 | 0.70% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.70% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Sange | 1 | 0.70% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |