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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 | 50 | 43.10% | 100.0 | 66.00% | +26.61% | -12.15% | -7.67% | 0.57% | 26:30 | 14:54 | 21:37 | 24:54 | 29:25 | 56:34 | 07:48 | 05:46 |
 | Blink Dagger | 8 | 6.90% | 97.7 | 87.50% | +39.35% | +12.50% | +12.50% | 0.00% | 40:27 | 26:19 | 35:30 | 38:23 | 43:34 | 51:33 | 08:04 | 05:58 |
 | Fluffy Hat | 78 | 67.24% | 95.5 | 56.41% | +16.94% | -1.41% | -3.78% | -0.34% | 15:58 | 03:50 | 11:15 | 13:54 | 18:18 | 56:34 | 07:03 | 05:13 |
 | Glimmer Cape | 45 | 38.79% | 93.2 | 60.00% | +14.93% | +21.82% | -14.55% | -4.62% | 25:25 | 13:56 | 21:26 | 23:59 | 29:18 | 39:22 | 07:52 | 05:49 |
 | Magic Wand | 104 | 89.66% | 90.9 | 53.85% | +28.85% | +11.53% | -11.54% | -3.80% | 09:11 | 00:47 | 06:02 | 09:31 | 12:06 | 19:29 | 06:04 | 04:29 |
 | Magic Stick | 109 | 93.97% | 88.6 | 53.21% | +38.92% | -16.17% | -1.36% | 2.41% | 03:52 | -01:29 | -01:28 | 02:56 | 07:36 | 18:21 | 09:04 | 06:42 |
 | Boots of Speed | 116 | 100.00% | 86.4 | 50.86% | +50.86% | -12.93% | +0.86% | 3.49% | 07:21 | -01:29 | 05:17 | 07:22 | 09:14 | 15:48 | 03:57 | 02:55 |
 | Tranquil Boots | 105 | 90.52% | 84.1 | 51.43% | +5.98% | +2.42% | -20.66% | -6.35% | 12:55 | 05:19 | 09:50 | 11:44 | 13:28 | 37:42 | 03:38 | 02:41 |
 | Void Stone | 46 | 39.66% | 81.8 | 56.52% | +9.38% | -31.52% | +16.21% | 2.78% | 24:45 | 07:58 | 14:27 | 22:04 | 31:36 | 1:22:14 | 17:09 | 12:42 |
 | Ring of Health | 7 | 6.03% | 79.5 | 85.71% | +37.09% | +14.29% | -35.71% | 0.00% | 45:39 | 35:37 | 35:46 | 38:52 | 39:50 | 1:22:13 | 04:04 | 03:00 |
 | Wind Lace | 107 | 92.24% | 77.3 | 50.47% | -5.09% | +19.90% | -24.54% | -9.39% | 10:53 | 02:41 | 07:15 | 09:48 | 11:59 | 37:16 | 04:44 | 03:30 |
 | Aether Lens | 42 | 36.21% | 75.0 | 54.76% | +6.11% | -27.49% | +25.24% | 3.41% | 24:06 | 09:21 | 16:14 | 22:24 | 31:41 | 50:44 | 15:27 | 11:26 |
 | Aeon Disk | 11 | 9.48% | 72.7 | 72.73% | +24.16% | -6.06% | -39.40% | -4.50% | 40:05 | 34:36 | 36:13 | 40:34 | 43:38 | 45:03 | 07:25 | 05:29 |
 | Drum of Endurance | 13 | 11.21% | 70.5 | 69.23% | +20.69% | +30.77% | +30.77% | 0.00% | 22:36 | 13:01 | 16:09 | 20:19 | 22:59 | 56:59 | 06:50 | 05:03 |
 | Quelling Blade | 6 | 5.17% | 68.2 | 83.33% | +34.24% | +16.67% | -83.33% | 0.00% | 22:37 | 06:26 | 13:18 | 13:42 | 22:45 | 1:04:15 | 09:27 | 07:00 |
 | Lotus Orb | 3 | 2.59% | 65.9 | 100.00% | +50.44% | 0.00% | 0.00% | 0.00% | 39:29 | 36:00 | 36:00 | 38:52 | 43:35 | 43:35 | 07:35 | 05:37 |
 | Bracer | 3 | 2.59% | 63.6 | 100.00% | +50.44% | 0.00% | 0.00% | 0.00% | 15:09 | 10:36 | 10:36 | 15:06 | 19:45 | 19:45 | 09:09 | 06:46 |
 | Wraith Pact | 4 | 3.45% | 61.4 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 26:23 | 24:31 | 24:31 | 24:50 | 26:43 | 29:27 | 02:12 | 01:37 |
 | Null Talisman | 16 | 13.79% | 59.1 | 43.75% | -8.25% | +6.25% | -18.75% | -4.84% | 06:39 | 01:38 | 02:21 | 03:51 | 07:31 | 19:45 | 05:10 | 03:49 |
 | Headdress | 2 | 1.72% | 56.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:57 | 21:21 | 21:21 | 40:32 | 40:32 | 40:32 | 19:11 | 14:12 |
 | Linken's Sphere | 2 | 1.72% | 54.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 47:28 | 43:40 | 43:40 | 51:15 | 51:15 | 51:15 | 07:35 | 05:37 |
 | Black King Bar | 7 | 6.03% | 52.3 | 57.14% | +6.68% | -57.14% | -7.14% | 0.00% | 33:15 | 23:51 | 27:00 | 32:20 | 36:48 | 43:02 | 09:48 | 07:15 |
 | Ring of Protection | 16 | 13.79% | 50.0 | 37.50% | -15.50% | +12.50% | +37.50% | 1.77% | 17:28 | -01:29 | 09:57 | 17:48 | 24:04 | 31:44 | 14:07 | 10:27 |
 | Buckler | 13 | 11.21% | 47.7 | 38.46% | -13.97% | +28.21% | +28.21% | 0.00% | 20:46 | 09:57 | 15:03 | 19:34 | 25:21 | 31:44 | 10:18 | 07:37 |
 | Arcane Boots | 23 | 19.83% | 45.5 | 30.43% | -25.48% | -13.76% | +2.90% | 3.31% | 11:37 | 06:16 | 08:16 | 11:44 | 13:18 | 18:32 | 05:02 | 03:43 |
 | Aghanim's Shard | 14 | 12.07% | 43.2 | 35.71% | -17.23% | +39.29% | -2.38% | -1.76% | 34:01 | 15:05 | 21:00 | 22:25 | 44:40 | 1:15:54 | 23:40 | 17:31 |
 | Helm of Iron Will | 3 | 2.59% | 40.9 | 66.67% | +16.23% | +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 | 2.59% | 38.6 | 66.67% | +16.23% | +33.33% | 0.00% | 0.00% | 41:25 | 30:22 | 30:22 | 35:15 | 58:37 | 58:37 | 28:15 | 20:55 |
 | Octarine Core | 7 | 6.03% | 36.4 | 42.86% | -8.52% | +7.14% | +7.14% | 0.00% | 30:14 | 20:12 | 21:00 | 23:37 | 25:55 | 57:24 | 04:55 | 03:38 |
 | Morbid Mask | 8 | 6.90% | 34.1 | 37.50% | -14.35% | +62.50% | -37.50% | -10.91% | 26:23 | 19:27 | 19:59 | 26:15 | 29:09 | 32:33 | 09:10 | 06:47 |
 | Vladmir's Offering | 8 | 6.90% | 31.8 | 37.50% | -14.35% | +62.50% | -37.50% | -11.45% | 26:55 | 19:46 | 20:41 | 26:43 | 29:25 | 32:35 | 08:44 | 06:28 |
 | Crown | 4 | 3.45% | 29.5 | 50.00% | -0.89% | -50.00% | -50.00% | 0.00% | 32:12 | 06:59 | 06:59 | 27:56 | 35:15 | 58:37 | 28:16 | 20:56 |
 | Holy Locket | 1 | 0.86% | 27.3 | 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 | 0.86% | 25.0 | 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 | 0.86% | 22.7 | 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 | 0.86% | 20.5 | 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 |
 | Ring of Basilius | 10 | 8.62% | 18.2 | 30.00% | -22.83% | +36.67% | -30.00% | -6.29% | 14:51 | 05:00 | 09:42 | 15:15 | 20:18 | 24:04 | 10:36 | 07:51 |
 | Boots of Bearing | 5 | 4.31% | 15.9 | 40.00% | -11.35% | -40.00% | +60.00% | 0.00% | 39:34 | 23:54 | 23:54 | 40:01 | 40:18 | 57:19 | 16:24 | 12:08 |
 | Bottle | 7 | 6.03% | 13.6 | 28.57% | -23.72% | +21.43% | +21.43% | 0.00% | 01:12 | 00:18 | 01:11 | 01:15 | 01:17 | 01:46 | 00:06 | 00:04 |
 | Ghost Scepter | 2 | 1.72% | 11.4 | 50.00% | -0.88% | +50.00% | 0.00% | 0.00% | 36:30 | 27:51 | 27:51 | 45:08 | 45:08 | 45:08 | 17:17 | 12:48 |
 | Veil of Discord | 1 | 0.86% | 9.1 | 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 | 0.86% | 6.8 | 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 | 0.86% | 4.5 | 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 |
 | Eul's Scepter of Divinity | 1 | 0.86% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |