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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 | |
 | Force Staff | 29 | 40.85% | 100.0 | 58.62% | +18.14% | -15.76% | -1.48% | 2.05% | 25:00 | 14:54 | 19:55 | 24:42 | 26:52 | 56:34 | 06:57 | 05:08 |
 | Magic Wand | 63 | 88.73% | 97.4 | 50.79% | +25.79% | +17.96% | -7.04% | -4.84% | 09:43 | 00:47 | 07:04 | 10:00 | 12:14 | 19:29 | 05:10 | 03:49 |
 | Magic Stick | 68 | 95.77% | 94.9 | 50.00% | +50.00% | -8.82% | -2.94% | 1.00% | 03:42 | -01:29 | -01:29 | 02:29 | 07:23 | 18:21 | 08:52 | 06:34 |
 | Tranquil Boots | 62 | 87.32% | 92.3 | 50.00% | +16.67% | -6.25% | -23.33% | -3.88% | 12:55 | 06:58 | 09:42 | 11:36 | 14:06 | 33:39 | 04:24 | 03:15 |
 | Fluffy Hat | 46 | 64.79% | 89.7 | 52.17% | +12.17% | -10.50% | -6.72% | 0.57% | 15:51 | 03:50 | 11:41 | 14:17 | 18:18 | 56:34 | 06:37 | 04:54 |
 | Boots of Speed | 71 | 100.00% | 87.2 | 47.89% | +47.89% | -14.56% | +2.11% | 3.50% | 07:23 | -01:29 | 04:47 | 07:26 | 09:33 | 15:48 | 04:46 | 03:31 |
 | Wind Lace | 64 | 90.14% | 84.6 | 48.44% | +5.58% | +14.06% | -29.69% | -8.13% | 10:34 | 02:41 | 06:46 | 09:13 | 12:09 | 33:29 | 05:23 | 03:59 |
 | Void Stone | 33 | 46.48% | 82.1 | 51.52% | +6.78% | -26.52% | +10.98% | 2.28% | 24:08 | 07:58 | 14:00 | 22:01 | 30:28 | 1:22:14 | 16:28 | 12:11 |
 | Aether Lens | 31 | 43.66% | 79.5 | 51.61% | +6.61% | -26.61% | +23.39% | 3.26% | 23:20 | 09:21 | 14:11 | 23:45 | 29:32 | 50:44 | 15:21 | 11:22 |
 | Glimmer Cape | 25 | 35.21% | 76.9 | 52.00% | +6.35% | +14.67% | -18.67% | -4.06% | 26:08 | 13:56 | 21:53 | 26:46 | 30:06 | 39:22 | 08:13 | 06:05 |
 | Lotus Orb | 3 | 4.23% | 74.4 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 39:29 | 36:00 | 36:00 | 38:52 | 43:35 | 43:35 | 07:35 | 05:37 |
 | Bracer | 3 | 4.23% | 71.8 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 15:09 | 10:36 | 10:36 | 15:06 | 19:45 | 19:45 | 09:09 | 06:46 |
 | Drum of Endurance | 7 | 9.86% | 69.2 | 71.43% | +26.12% | +28.57% | +28.57% | 0.00% | 24:34 | 13:01 | 15:23 | 21:45 | 22:59 | 56:59 | 07:36 | 05:37 |
 | Blink Dagger | 5 | 7.04% | 66.7 | 80.00% | +34.55% | +20.00% | +20.00% | 0.00% | 40:10 | 26:19 | 26:19 | 41:03 | 43:34 | 51:33 | 17:15 | 12:46 |
 | Quelling Blade | 5 | 7.04% | 64.1 | 80.00% | +34.55% | +20.00% | -80.00% | 0.00% | 25:51 | 13:18 | 13:18 | 15:14 | 22:45 | 1:04:15 | 09:27 | 07:00 |
 | Ring of Health | 5 | 7.04% | 61.5 | 80.00% | +34.55% | +20.00% | -80.00% | 0.00% | 46:33 | 35:46 | 35:46 | 38:52 | 39:50 | 1:22:13 | 04:04 | 03:00 |
 | Aeon Disk | 4 | 5.63% | 59.0 | 75.00% | +28.73% | +25.00% | -75.00% | 0.00% | 40:36 | 34:36 | 34:36 | 39:05 | 43:39 | 45:03 | 09:03 | 06:42 |
 | Headdress | 2 | 2.82% | 56.4 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 30:57 | 21:21 | 21:21 | 40:32 | 40:32 | 40:32 | 19:11 | 14:12 |
 | Black King Bar | 7 | 9.86% | 53.8 | 57.14% | +10.26% | -57.14% | -7.14% | 5.10% | 33:15 | 23:51 | 27:00 | 32:20 | 36:48 | 43:02 | 09:48 | 07:15 |
 | Null Talisman | 14 | 19.72% | 51.3 | 42.86% | -6.26% | +7.14% | -9.53% | -3.56% | 06:10 | 01:38 | 02:50 | 03:51 | 07:31 | 19:45 | 04:41 | 03:28 |
 | Helm of Iron Will | 3 | 4.23% | 48.7 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 40:36 | 27:56 | 27:56 | 35:14 | 58:37 | 58:37 | 30:41 | 22:43 |
 | Helm of the Dominator | 3 | 4.23% | 46.2 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 41:25 | 30:22 | 30:22 | 35:15 | 58:37 | 58:37 | 28:15 | 20:55 |
 | Crown | 4 | 5.63% | 43.6 | 50.00% | +2.24% | -50.00% | -50.00% | 0.00% | 32:12 | 06:59 | 06:59 | 27:56 | 35:15 | 58:37 | 28:16 | 20:56 |
 | Arcane Boots | 16 | 22.54% | 41.0 | 25.00% | -29.55% | 0.00% | 0.00% | 0.00% | 11:06 | 06:16 | 07:00 | 10:29 | 13:18 | 18:06 | 06:18 | 04:40 |
 | Holy Locket | 1 | 1.41% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.41% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.41% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.41% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 00:00 | 00:00 |
 | Aghanim's Shard | 11 | 15.49% | 28.2 | 27.27% | -24.40% | +72.73% | -27.27% | -5.66% | 34:24 | 15:05 | 20:01 | 21:32 | 37:41 | 1:15:54 | 17:40 | 13:05 |
 | Octarine Core | 6 | 8.45% | 25.6 | 33.33% | -15.90% | +16.67% | -33.33% | -10.17% | 28:22 | 20:12 | 21:00 | 22:04 | 25:55 | 57:24 | 04:55 | 03:38 |
 | Bottle | 7 | 9.86% | 23.1 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 01:12 | 00:18 | 01:11 | 01:15 | 01:17 | 01:46 | 00:06 | 00:04 |
 | Ring of Protection | 3 | 4.23% | 20.5 | 33.33% | -15.20% | -33.33% | 0.00% | 0.00% | 15:59 | 06:15 | 06:15 | 09:57 | 31:44 | 31:44 | 25:29 | 18:52 |
 | Boots of Bearing | 3 | 4.23% | 17.9 | 33.33% | -15.20% | -33.33% | 0.00% | 0.00% | 40:30 | 23:54 | 23:54 | 40:18 | 57:19 | 57:19 | 33:25 | 24:45 |
 | Veil of Discord | 1 | 1.41% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:25 | 08:25 | 08:25 | 08:25 | 08:25 | 08:25 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.41% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 00:00 | 00:00 |
 | Dagon | 1 | 1.41% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.41% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:46 | 05:46 | 05:46 | 05:46 | 05:46 | 05:46 | 00:00 | 00:00 |
 | Buckler | 1 | 1.41% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.41% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |