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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 | 32 | 43.24% | 100.0 | 56.25% | +22.92% | -18.75% | +6.25% | 4.29% | 25:52 | 16:54 | 21:04 | 24:10 | 26:54 | 47:00 | 05:50 | 04:19 |
 | Fluffy Hat | 31 | 41.89% | 97.8 | 54.84% | +19.96% | -17.34% | +20.16% | 5.57% | 21:46 | 07:52 | 16:24 | 21:15 | 23:08 | 46:29 | 06:44 | 04:59 |
 | Black King Bar | 23 | 31.08% | 95.6 | 56.52% | +19.27% | +10.15% | -6.52% | -1.71% | 34:19 | 20:00 | 27:19 | 34:20 | 37:05 | 52:02 | 09:46 | 07:14 |
 | Buckler | 38 | 51.35% | 93.3 | 50.00% | +13.89% | 0.00% | +5.56% | 0.67% | 19:38 | 09:26 | 15:10 | 18:41 | 23:29 | 34:02 | 08:19 | 06:09 |
 | Ring of Protection | 39 | 52.70% | 91.1 | 48.72% | +11.58% | +1.28% | +1.28% | 0.00% | 17:19 | -01:29 | 13:10 | 17:16 | 22:50 | 34:01 | 09:40 | 07:09 |
 | Boots of Speed | 74 | 100.00% | 88.9 | 43.24% | +43.24% | +9.39% | -4.35% | -9.48% | 03:26 | 01:22 | 02:26 | 03:02 | 03:53 | 09:55 | 01:27 | 01:04 |
 | Guardian Greaves | 37 | 50.00% | 86.7 | 48.65% | +10.81% | +6.91% | -4.21% | -1.75% | 22:23 | 13:55 | 19:03 | 22:08 | 25:24 | 34:20 | 06:21 | 04:42 |
 | Arcane Boots | 72 | 97.30% | 84.4 | 43.06% | -6.94% | +6.94% | -15.28% | -10.02% | 06:13 | 04:01 | 04:49 | 05:40 | 07:02 | 14:32 | 02:13 | 01:38 |
 | Magic Stick | 70 | 94.59% | 82.2 | 42.86% | -7.14% | -3.97% | +4.20% | 1.89% | 02:26 | -01:29 | -01:29 | 01:07 | 05:48 | 20:44 | 07:17 | 05:23 |
 | Blink Dagger | 73 | 98.65% | 80.0 | 42.47% | -57.53% | -3.58% | -9.14% | -1.15% | 15:42 | 10:19 | 12:53 | 15:14 | 17:43 | 29:09 | 04:50 | 03:34 |
 | Quelling Blade | 63 | 85.14% | 77.8 | 42.86% | -2.59% | +0.89% | +7.14% | 0.00% | -00:47 | -01:30 | -01:29 | -01:29 | -01:29 | 17:08 | 00:00 | 00:00 |
 | Headdress | 66 | 89.19% | 75.6 | 42.42% | -7.58% | -18.89% | -4.92% | 2.82% | 07:23 | -01:29 | 04:50 | 06:43 | 09:47 | 17:24 | 04:57 | 03:40 |
 | Mekansm | 57 | 77.03% | 73.3 | 42.11% | -4.95% | -6.40% | -6.40% | 0.00% | 12:03 | 08:37 | 10:08 | 11:20 | 13:03 | 19:58 | 02:55 | 02:09 |
 | Chainmail | 57 | 77.03% | 71.1 | 42.11% | -4.95% | +0.75% | -6.40% | -2.13% | 10:06 | 05:42 | 07:35 | 09:38 | 10:56 | 19:27 | 03:21 | 02:28 |
 | Magic Wand | 63 | 85.14% | 68.9 | 41.27% | -13.28% | +8.73% | +8.73% | 0.00% | 06:46 | -01:29 | 03:03 | 06:36 | 09:01 | 20:44 | 05:58 | 04:25 |
 | Aghanim's Shard | 38 | 51.35% | 66.7 | 42.11% | -2.33% | -2.11% | +2.33% | 0.55% | 27:47 | 19:05 | 24:01 | 27:03 | 32:03 | 39:14 | 08:02 | 05:57 |
 | Aether Lens | 38 | 51.35% | 64.4 | 42.11% | -2.33% | -2.11% | +2.33% | 0.43% | 26:44 | 15:25 | 21:39 | 24:48 | 31:53 | 39:32 | 10:14 | 07:34 |
 | Void Stone | 43 | 58.11% | 62.2 | 39.53% | -8.86% | +5.92% | -3.17% | -0.98% | 25:53 | 12:30 | 21:30 | 25:27 | 30:47 | 38:03 | 09:17 | 06:52 |
 | Ring of Health | 16 | 21.62% | 60.0 | 50.00% | +8.62% | 0.00% | -25.00% | -1.54% | 29:36 | 02:59 | 23:23 | 30:30 | 39:34 | 51:27 | 16:11 | 11:59 |
 | Wind Lace | 24 | 32.43% | 57.8 | 41.67% | -2.33% | +25.00% | -8.34% | -2.88% | 11:56 | -01:29 | 04:40 | 09:21 | 16:14 | 33:59 | 11:34 | 08:34 |
 | Aeon Disk | 4 | 5.41% | 55.6 | 75.00% | +33.57% | +25.00% | +25.00% | 0.00% | 41:30 | 37:43 | 37:43 | 42:04 | 42:53 | 43:20 | 05:10 | 03:49 |
 | Wraith Band | 19 | 25.68% | 53.3 | 42.11% | -1.53% | -2.11% | -2.11% | 0.00% | 04:26 | 01:34 | 01:55 | 02:47 | 03:37 | 26:23 | 01:42 | 01:15 |
 | Linken's Sphere | 2 | 2.70% | 51.1 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 36:30 | 33:21 | 33:21 | 39:38 | 39:38 | 39:38 | 06:17 | 04:39 |
 | Hood of Defiance | 5 | 6.76% | 48.9 | 60.00% | +17.97% | +40.00% | +40.00% | 0.00% | 17:27 | 08:48 | 08:48 | 13:42 | 23:42 | 30:04 | 14:54 | 11:02 |
 | Pipe of Insight | 3 | 4.05% | 46.7 | 66.67% | +24.42% | +33.33% | 0.00% | 0.00% | 17:35 | 12:10 | 12:10 | 17:17 | 23:18 | 23:18 | 11:08 | 08:14 |
 | Hand of Midas | 3 | 4.05% | 44.4 | 66.67% | +24.42% | -66.67% | 0.00% | 0.00% | 13:38 | 08:36 | 08:36 | 16:06 | 16:13 | 16:13 | 07:37 | 05:38 |
 | Echo Sabre | 1 | 1.35% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.35% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:37 | 47:37 | 47:37 | 47:37 | 47:37 | 47:37 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.35% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.35% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.35% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.35% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.35% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.35% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.35% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Desolator | 1 | 1.35% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:37 | 47:37 | 47:37 | 47:37 | 47:37 | 47:37 | 00:00 | 00:00 |
 | Bracer | 7 | 9.46% | 17.8 | 28.57% | -16.21% | -28.57% | +21.43% | 0.00% | 02:34 | 01:18 | 01:54 | 02:15 | 02:35 | 04:25 | 00:41 | 00:30 |
 | Refresher Orb | 8 | 10.81% | 15.6 | 25.00% | -20.45% | +25.00% | -25.00% | -14.42% | 39:58 | 32:15 | 37:19 | 38:53 | 40:47 | 51:46 | 03:28 | 02:34 |
 | Lotus Orb | 2 | 2.70% | 13.3 | 50.00% | +6.94% | +50.00% | 0.00% | 0.00% | 31:04 | 30:31 | 30:31 | 31:36 | 31:36 | 31:36 | 01:05 | 00:48 |
 | Power Treads | 2 | 2.70% | 11.1 | 50.00% | +6.94% | +50.00% | 0.00% | 0.00% | 08:05 | 05:50 | 05:50 | 10:19 | 10:19 | 10:19 | 04:29 | 03:19 |
 | Sange | 1 | 1.35% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 00:00 | 00:00 |
 | Bottle | 1 | 1.35% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 4.05% | 2.2 | 0.00% | -45.07% | 0.00% | 0.00% | 0.00% | 34:08 | 33:07 | 33:07 | 34:39 | 34:39 | 34:39 | 01:32 | 01:08 |