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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 | 16 | 34.78% | 100.0 | 87.50% | +44.17% | +12.50% | -12.50% | -2.52% | 29:49 | 18:05 | 23:47 | 28:23 | 33:43 | 54:45 | 09:56 | 07:21 |
 | Crown | 35 | 76.09% | 96.7 | 65.71% | +29.35% | +0.96% | -10.15% | -1.97% | 11:48 | 04:47 | 09:03 | 10:56 | 14:41 | 20:46 | 05:38 | 04:10 |
 | Ring of Basilius | 27 | 58.70% | 93.3 | 66.67% | +19.30% | +4.76% | -23.81% | -3.59% | 09:07 | -01:29 | 04:45 | 09:39 | 12:43 | 18:12 | 07:58 | 05:54 |
 | Veil of Discord | 27 | 58.70% | 90.0 | 66.67% | +19.30% | +4.76% | -9.53% | -2.52% | 15:10 | 10:17 | 11:48 | 15:39 | 17:28 | 24:13 | 05:40 | 04:11 |
 | Magic Stick | 31 | 67.39% | 86.7 | 64.52% | +17.85% | -2.02% | -2.02% | 0.00% | 02:10 | -01:29 | -01:29 | 01:04 | 03:35 | 12:52 | 05:04 | 03:45 |
 | Boots of Speed | 45 | 97.83% | 83.3 | 57.78% | -42.22% | +14.95% | -12.33% | -4.76% | 09:43 | -01:29 | 06:35 | 09:42 | 12:19 | 25:21 | 05:44 | 04:14 |
 | Magic Wand | 18 | 39.13% | 80.0 | 66.67% | +13.10% | +13.33% | +8.33% | -1.30% | 09:37 | 00:46 | 07:21 | 08:14 | 11:12 | 19:09 | 03:51 | 02:51 |
 | Wind Lace | 21 | 45.65% | 76.7 | 61.90% | +5.90% | +18.10% | -21.90% | -3.67% | 13:58 | -01:30 | 07:01 | 11:12 | 17:55 | 37:06 | 10:54 | 08:04 |
 | Null Talisman | 35 | 76.09% | 73.3 | 51.43% | -30.39% | +4.13% | -18.10% | -5.90% | 06:16 | -01:29 | 02:24 | 03:49 | 06:10 | 33:03 | 03:46 | 02:47 |
 | Tranquil Boots | 13 | 28.26% | 70.0 | 61.54% | +3.96% | -28.21% | -28.21% | 0.00% | 21:23 | 08:52 | 12:53 | 20:38 | 26:41 | 37:06 | 13:48 | 10:13 |
 | Rod of Atos | 9 | 19.57% | 66.7 | 66.67% | +9.91% | +33.33% | +33.33% | 0.00% | 21:59 | 17:22 | 19:48 | 22:54 | 24:11 | 25:38 | 04:23 | 03:14 |
 | Arcane Boots | 13 | 28.26% | 63.3 | 53.85% | -6.76% | +12.82% | -20.52% | -9.53% | 16:20 | 08:16 | 13:14 | 15:42 | 16:44 | 30:12 | 03:30 | 02:35 |
 | Void Stone | 11 | 23.91% | 60.0 | 54.55% | -5.45% | +12.12% | +12.12% | 0.00% | 27:12 | 18:44 | 20:33 | 24:06 | 26:35 | 47:29 | 06:02 | 04:28 |
 | Aeon Disk | 4 | 8.70% | 56.7 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | 40:25 | 25:46 | 25:46 | 41:55 | 44:24 | 49:35 | 18:38 | 13:48 |
 | Helm of the Dominator | 4 | 8.70% | 53.3 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | 23:00 | 15:58 | 15:58 | 20:03 | 25:16 | 30:44 | 09:18 | 06:53 |
 | Helm of Iron Will | 4 | 8.70% | 50.0 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | 18:09 | 11:55 | 11:55 | 16:50 | 21:45 | 22:04 | 09:50 | 07:17 |
 | Drum of Endurance | 2 | 4.35% | 46.7 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 20:29 | 17:36 | 17:36 | 23:22 | 23:22 | 23:22 | 05:46 | 04:16 |
 | Scythe of Vyse | 2 | 4.35% | 43.3 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 43:32 | 39:25 | 39:25 | 47:38 | 47:38 | 47:38 | 08:13 | 06:05 |
 | Quelling Blade | 2 | 4.35% | 40.0 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 09:15 | 06:50 | 06:50 | 11:40 | 11:40 | 11:40 | 04:50 | 03:34 |
 | Aghanim's Scepter | 7 | 15.22% | 36.7 | 57.14% | -1.83% | -7.14% | -7.14% | 0.00% | 36:11 | 25:19 | 29:55 | 38:57 | 41:36 | 45:09 | 11:41 | 08:39 |
 | Force Staff | 10 | 21.74% | 33.3 | 50.00% | -11.11% | -16.67% | -50.00% | 0.00% | 31:14 | 22:21 | 29:13 | 31:20 | 34:05 | 39:13 | 04:52 | 03:36 |
 | Aether Lens | 10 | 21.74% | 30.0 | 50.00% | -11.11% | +16.67% | 0.00% | 0.00% | 27:05 | 18:49 | 22:14 | 23:58 | 26:45 | 53:38 | 04:31 | 03:20 |
 | Fluffy Hat | 10 | 21.74% | 26.7 | 50.00% | -11.11% | +16.67% | -50.00% | 0.00% | 27:45 | 17:57 | 22:12 | 23:14 | 34:05 | 39:13 | 11:53 | 08:48 |
 | Ghost Scepter | 12 | 26.09% | 23.3 | 41.67% | -23.04% | -8.34% | -8.34% | 0.00% | 27:59 | 17:54 | 23:15 | 24:42 | 30:16 | 40:22 | 07:01 | 05:11 |
 | Glimmer Cape | 6 | 13.04% | 20.0 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 30:12 | 22:57 | 23:14 | 27:47 | 31:33 | 46:44 | 08:19 | 06:09 |
 | Black King Bar | 1 | 2.17% | 16.7 | 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 |
 | Aghanim's Shard | 1 | 2.17% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.17% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.17% | 6.7 | 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 |
 | Kaya | 1 | 2.17% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |