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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 | 9 | 16.36% | 100.0 | 88.89% | +34.54% | +11.11% | +11.11% | 0.00% | 38:45 | 27:14 | 27:41 | 38:21 | 45:28 | 48:08 | 17:47 | 13:10 |
 | Blink Dagger | 42 | 76.36% | 97.9 | 66.67% | +28.21% | +6.06% | -16.67% | -3.42% | 25:17 | 16:00 | 21:15 | 24:06 | 27:54 | 40:59 | 06:39 | 04:55 |
 | Helm of Iron Will | 50 | 90.91% | 95.8 | 64.00% | +44.00% | +5.23% | -5.67% | -10.90% | 03:03 | 01:44 | 02:34 | 02:58 | 03:26 | 05:47 | 00:52 | 00:38 |
 | Helm of the Dominator | 50 | 90.91% | 93.8 | 64.00% | +44.00% | +5.23% | +2.67% | -2.08% | 08:07 | 05:55 | 07:32 | 07:57 | 08:46 | 10:15 | 01:14 | 00:54 |
 | Helm of the Overlord | 47 | 85.45% | 91.7 | 63.83% | +26.33% | +27.84% | -30.50% | -30.18% | 18:18 | 12:41 | 17:04 | 18:07 | 19:00 | 26:57 | 01:56 | 01:25 |
 | Crown | 51 | 92.73% | 89.6 | 62.75% | +37.75% | +6.48% | -1.21% | -5.92% | 05:04 | 03:08 | 04:13 | 04:58 | 05:31 | 10:15 | 01:18 | 00:57 |
 | Black King Bar | 23 | 41.82% | 87.5 | 69.57% | +16.44% | +13.76% | -19.57% | -6.87% | 31:21 | 22:05 | 28:08 | 30:39 | 32:59 | 43:18 | 04:51 | 03:35 |
 | Ring of Protection | 52 | 94.55% | 85.4 | 61.54% | +28.21% | 0.00% | -7.69% | -1.97% | 08:08 | -01:29 | 07:26 | 09:57 | 11:20 | 13:45 | 03:54 | 02:53 |
 | Ring of Basilius | 52 | 94.55% | 83.3 | 61.54% | +28.21% | +15.38% | -7.69% | -7.61% | 10:24 | 06:40 | 08:34 | 10:30 | 11:36 | 16:52 | 03:02 | 02:14 |
 | Buckler | 52 | 94.55% | 81.3 | 61.54% | +28.21% | +23.08% | -7.69% | -11.19% | 11:22 | 07:29 | 09:50 | 11:20 | 12:35 | 17:20 | 02:45 | 02:02 |
 | Vladmir's Offering | 52 | 94.55% | 79.2 | 61.54% | +28.21% | +23.08% | -30.77% | -19.58% | 15:42 | 10:31 | 14:03 | 15:35 | 16:48 | 20:53 | 02:45 | 02:02 |
 | Morbid Mask | 52 | 94.55% | 77.1 | 61.54% | +28.21% | +15.38% | -30.77% | -15.30% | 14:09 | 09:14 | 12:21 | 14:07 | 15:22 | 19:33 | 03:01 | 02:14 |
 | Boots of Speed | 55 | 100.00% | 75.0 | 60.00% | +60.00% | -17.14% | +11.43% | 7.55% | 11:21 | 01:49 | 08:27 | 10:06 | 12:14 | 26:13 | 03:47 | 02:48 |
 | Quelling Blade | 54 | 98.18% | 72.9 | 59.26% | -40.74% | -9.26% | +33.05% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Aghanim's Shard | 35 | 63.64% | 70.8 | 62.86% | +7.86% | +14.92% | -7.30% | -2.77% | 28:36 | 21:12 | 22:41 | 27:06 | 30:42 | 49:49 | 08:01 | 05:56 |
 | Wind Lace | 19 | 34.55% | 68.8 | 68.42% | +12.86% | -8.42% | -28.42% | -3.39% | 17:51 | 08:14 | 14:35 | 17:38 | 20:29 | 27:55 | 05:54 | 04:22 |
 | Chainmail | 8 | 14.55% | 66.7 | 62.50% | +2.93% | -62.50% | -12.50% | 4.12% | 12:57 | 01:49 | 04:58 | 10:43 | 17:06 | 23:59 | 12:08 | 08:59 |
 | Blight Stone | 8 | 14.55% | 64.6 | 62.50% | +2.93% | -12.50% | -62.50% | -3.51% | 16:07 | 03:02 | 04:31 | 18:08 | 18:46 | 32:33 | 14:15 | 10:33 |
 | Ring of Health | 6 | 10.91% | 62.5 | 66.67% | +7.49% | -16.67% | -66.67% | 0.00% | 36:32 | 22:11 | 27:00 | 27:18 | 47:42 | 49:31 | 20:42 | 15:20 |
 | Solar Crest | 6 | 10.91% | 60.4 | 66.67% | +7.49% | -16.67% | -66.67% | 0.00% | 21:10 | 13:02 | 20:45 | 21:28 | 22:17 | 27:43 | 01:32 | 01:08 |
 | Arcane Boots | 6 | 10.91% | 58.3 | 66.67% | +7.49% | -16.67% | +33.33% | 0.00% | 19:50 | 06:38 | 06:44 | 07:17 | 35:40 | 37:37 | 28:56 | 21:25 |
 | Drum of Endurance | 4 | 7.27% | 56.3 | 75.00% | +16.18% | +25.00% | -75.00% | 0.00% | 21:04 | 16:08 | 16:08 | 21:32 | 22:58 | 23:37 | 06:50 | 05:03 |
 | Aeon Disk | 4 | 7.27% | 54.2 | 75.00% | +16.18% | +25.00% | -75.00% | 0.00% | 49:30 | 35:28 | 35:28 | 41:01 | 56:45 | 1:04:46 | 21:17 | 15:45 |
 | Linken's Sphere | 2 | 3.64% | 52.1 | 100.00% | +41.51% | 0.00% | 0.00% | 0.00% | 36:41 | 27:41 | 27:41 | 45:41 | 45:41 | 45:41 | 18:00 | 13:20 |
 | Aether Lens | 2 | 3.64% | 50.0 | 100.00% | +41.51% | 0.00% | 0.00% | 0.00% | 40:36 | 38:24 | 38:24 | 42:48 | 42:48 | 42:48 | 04:24 | 03:15 |
 | Medallion of Courage | 7 | 12.73% | 47.9 | 57.14% | -3.28% | -7.14% | -57.14% | -5.81% | 18:18 | 05:04 | 10:10 | 18:32 | 18:46 | 32:33 | 08:36 | 06:22 |
 | Magic Stick | 26 | 47.27% | 45.8 | 34.62% | -48.14% | -20.33% | -1.29% | 2.48% | 03:41 | -01:30 | -01:29 | -01:29 | 09:09 | 18:50 | 10:38 | 07:52 |
 | Fluffy Hat | 3 | 5.45% | 43.8 | 66.67% | +7.05% | +33.33% | 0.00% | 0.00% | 22:52 | 03:02 | 03:02 | 32:09 | 33:24 | 33:24 | 30:22 | 22:29 |
 | Scythe of Vyse | 3 | 5.45% | 41.7 | 66.67% | +7.05% | -66.67% | 0.00% | 0.00% | 45:11 | 35:51 | 35:51 | 48:08 | 51:35 | 51:35 | 15:44 | 11:39 |
 | Aghanim's Scepter | 7 | 12.73% | 39.6 | 42.86% | -19.64% | +7.14% | +7.14% | 0.00% | 27:22 | 15:29 | 15:48 | 30:26 | 34:54 | 41:47 | 19:06 | 14:08 |
 | Lotus Orb | 1 | 1.82% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.82% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.82% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:53 | 03:53 | 03:53 | 03:53 | 03:53 | 03:53 | 00:00 | 00:00 |
 | Kaya | 1 | 1.82% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.82% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.82% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Magic Wand | 14 | 25.45% | 25.0 | 21.43% | -51.74% | +3.57% | -21.43% | -2.58% | 13:13 | 00:40 | 09:09 | 10:49 | 18:50 | 31:29 | 09:41 | 07:10 |
 | Refresher Orb | 2 | 3.64% | 22.9 | 50.00% | -10.38% | +50.00% | 0.00% | 0.00% | 49:05 | 48:34 | 48:34 | 49:35 | 49:35 | 49:35 | 01:01 | 00:45 |
 | Force Staff | 2 | 3.64% | 20.8 | 50.00% | -10.38% | -50.00% | 0.00% | 0.00% | 32:49 | 32:09 | 32:09 | 33:29 | 33:29 | 33:29 | 01:20 | 00:59 |
 | Aghanim's Blessing | 2 | 3.64% | 18.8 | 50.00% | -10.38% | +50.00% | 0.00% | 0.00% | 56:46 | 48:20 | 48:20 | 1:05:12 | 1:05:12 | 1:05:12 | 16:52 | 12:29 |
 | Soul Ring | 3 | 5.45% | 16.7 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 08:20 | 05:52 | 05:52 | 09:34 | 09:34 | 09:34 | 03:42 | 02:44 |
 | Assault Cuirass | 3 | 5.45% | 14.6 | 33.33% | -28.21% | +66.67% | 0.00% | 0.00% | 37:27 | 30:54 | 30:54 | 34:26 | 47:01 | 47:01 | 16:07 | 11:56 |
 | Bottle | 3 | 5.45% | 12.5 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 02:16 | 01:23 | 01:23 | 01:34 | 03:51 | 03:51 | 02:28 | 01:49 |
 | Phase Boots | 3 | 5.45% | 10.4 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 09:23 | 07:44 | 07:44 | 08:25 | 12:01 | 12:01 | 04:17 | 03:10 |
 | Hood of Defiance | 1 | 1.82% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.82% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.82% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |
 | Headdress | 1 | 1.82% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |