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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 | |
 | Blink Dagger | 33 | 41.25% | 100.0 | 81.82% | +47.78% | -6.82% | -6.82% | 0.00% | 28:01 | 17:16 | 21:26 | 25:40 | 31:40 | 54:45 | 10:14 | 07:34 |
 | Crown | 54 | 67.50% | 96.7 | 62.96% | +28.34% | +1.33% | -9.11% | -1.57% | 12:43 | 04:47 | 09:03 | 11:27 | 15:42 | 26:40 | 06:39 | 04:55 |
 | Helm of Iron Will | 13 | 16.25% | 93.3 | 76.92% | +27.67% | +23.08% | +23.08% | 0.00% | 24:21 | 11:55 | 19:46 | 25:15 | 29:03 | 34:04 | 09:17 | 06:52 |
 | Helm of the Dominator | 13 | 16.25% | 90.0 | 76.92% | +27.67% | +23.08% | -10.25% | 0.00% | 26:49 | 15:58 | 23:10 | 28:09 | 30:02 | 34:49 | 06:52 | 05:05 |
 | Veil of Discord | 31 | 38.75% | 86.7 | 64.52% | +17.58% | +10.48% | -14.52% | -4.41% | 15:08 | 10:17 | 11:48 | 15:39 | 17:28 | 24:13 | 05:40 | 04:11 |
 | Ring of Basilius | 31 | 38.75% | 83.3 | 64.52% | +17.58% | +10.48% | -27.02% | -4.98% | 09:25 | -01:29 | 05:11 | 09:40 | 12:43 | 18:12 | 07:32 | 05:34 |
 | Magic Stick | 53 | 66.25% | 80.0 | 58.49% | +14.05% | +3.05% | -4.64% | -1.36% | 03:29 | -01:29 | -01:29 | 03:02 | 07:08 | 12:52 | 08:37 | 06:22 |
 | Boots of Speed | 78 | 97.50% | 76.7 | 52.56% | -47.44% | +2.44% | -10.45% | -2.69% | 09:22 | -01:30 | 06:42 | 08:22 | 11:29 | 38:56 | 04:47 | 03:32 |
 | Magic Wand | 36 | 45.00% | 73.3 | 55.56% | +3.29% | +22.22% | -11.12% | -8.34% | 09:24 | 00:46 | 07:12 | 08:38 | 11:12 | 20:04 | 04:00 | 02:57 |
 | Wind Lace | 26 | 32.50% | 70.0 | 57.69% | +5.84% | -0.55% | -7.69% | -0.71% | 13:36 | -01:30 | 07:51 | 11:12 | 17:55 | 37:06 | 10:04 | 07:27 |
 | Null Talisman | 64 | 80.00% | 66.7 | 48.44% | -26.56% | -4.69% | -10.94% | -2.36% | 05:03 | -01:29 | 02:24 | 03:34 | 05:03 | 33:03 | 02:39 | 01:57 |
 | Rod of Atos | 16 | 20.00% | 63.3 | 62.50% | +10.94% | +12.50% | +12.50% | 0.00% | 21:41 | 17:22 | 19:06 | 20:23 | 24:07 | 27:01 | 05:01 | 03:42 |
 | Tranquil Boots | 18 | 22.50% | 60.0 | 55.56% | +2.33% | -35.56% | -30.56% | 0.35% | 20:55 | 08:52 | 12:34 | 19:09 | 26:41 | 44:03 | 14:07 | 10:27 |
 | Aeon Disk | 7 | 8.75% | 56.7 | 71.43% | +19.38% | +28.57% | +28.57% | 0.00% | 45:48 | 25:46 | 41:55 | 46:58 | 49:35 | 58:26 | 07:40 | 05:40 |
 | Arcane Boots | 24 | 30.00% | 53.3 | 50.00% | -5.36% | -16.67% | -16.67% | 0.00% | 18:11 | 08:16 | 13:14 | 15:28 | 16:49 | 53:18 | 03:35 | 02:39 |
 | Aghanim's Shard | 5 | 6.25% | 50.0 | 80.00% | +28.00% | +20.00% | -80.00% | 0.00% | 34:55 | 24:42 | 24:42 | 36:13 | 38:08 | 43:59 | 13:26 | 09:57 |
 | Force Staff | 15 | 18.75% | 46.7 | 53.33% | -0.52% | -3.33% | -3.33% | 0.00% | 28:48 | 17:08 | 22:21 | 31:06 | 32:34 | 39:13 | 10:13 | 07:34 |
 | Fluffy Hat | 15 | 18.75% | 43.3 | 53.33% | -0.52% | -28.33% | -3.33% | 0.00% | 25:21 | 12:50 | 17:57 | 23:14 | 31:52 | 39:13 | 13:55 | 10:18 |
 | Glimmer Cape | 8 | 10.00% | 40.0 | 62.50% | +9.72% | +37.50% | -12.50% | 0.00% | 30:31 | 22:14 | 22:57 | 27:47 | 31:33 | 46:44 | 08:36 | 06:22 |
 | Drum of Endurance | 2 | 2.50% | 36.7 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 20:29 | 17:36 | 17:36 | 23:22 | 23:22 | 23:22 | 05:46 | 04:16 |
 | Quelling Blade | 2 | 2.50% | 33.3 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 09:15 | 06:50 | 06:50 | 11:40 | 11:40 | 11:40 | 04:50 | 03:34 |
 | Void Stone | 18 | 22.50% | 30.0 | 38.89% | -19.17% | +1.11% | +11.11% | 0.94% | 27:42 | 15:16 | 20:33 | 24:24 | 31:08 | 54:49 | 10:35 | 07:50 |
 | Ghost Scepter | 20 | 25.00% | 26.7 | 35.00% | -25.00% | -15.00% | -15.00% | 0.00% | 29:55 | 17:54 | 23:38 | 28:22 | 35:00 | 42:33 | 11:22 | 08:25 |
 | Aether Lens | 16 | 20.00% | 23.3 | 37.50% | -20.31% | -12.50% | -12.50% | 0.00% | 26:39 | 17:53 | 20:45 | 24:08 | 26:45 | 53:38 | 06:00 | 04:26 |
 | Aghanim's Scepter | 9 | 11.25% | 20.0 | 44.44% | -10.49% | +5.56% | +5.56% | 0.00% | 35:48 | 25:19 | 29:55 | 35:43 | 41:36 | 45:09 | 11:41 | 08:39 |
 | Scythe of Vyse | 3 | 3.75% | 16.7 | 66.67% | +13.42% | +33.33% | 0.00% | 0.00% | 47:21 | 39:25 | 39:25 | 47:38 | 55:00 | 55:00 | 15:35 | 11:32 |
 | Black King Bar | 1 | 1.25% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Ethereal Blade | 3 | 3.75% | 10.0 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 36:53 | 25:30 | 25:30 | 42:25 | 42:45 | 42:45 | 17:15 | 12:46 |
 | Kaya | 4 | 5.00% | 6.7 | 25.00% | -30.26% | -25.00% | -25.00% | 0.00% | 26:08 | 14:43 | 14:43 | 23:10 | 32:31 | 34:06 | 17:48 | 13:11 |
 | Eul's Scepter of Divinity | 1 | 1.25% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |