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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 | |
 | Shiva's Guard | 17 | 23.61% | 100.0 | 82.35% | +38.71% | +17.65% | -7.35% | -2.98% | 35:21 | 26:31 | 30:37 | 33:16 | 39:00 | 49:51 | 08:23 | 06:12 |
 | Arcane Boots | 49 | 68.06% | 98.1 | 61.22% | +26.44% | -2.89% | -11.22% | -1.79% | 10:33 | 05:12 | 07:04 | 09:53 | 11:43 | 28:43 | 04:39 | 03:26 |
 | Void Stone | 49 | 68.06% | 96.3 | 61.22% | +26.44% | +22.11% | -19.55% | -10.77% | 10:30 | 04:06 | 05:39 | 07:28 | 09:31 | 36:26 | 03:52 | 02:51 |
 | Crown | 40 | 55.56% | 94.4 | 62.50% | +21.87% | -2.50% | -12.50% | -4.14% | 06:46 | 03:44 | 05:16 | 06:12 | 07:41 | 11:21 | 02:25 | 01:47 |
 | Meteor Hammer | 40 | 55.56% | 92.6 | 62.50% | +21.87% | +7.50% | -22.50% | -12.00% | 09:03 | 06:51 | 07:38 | 08:38 | 10:08 | 13:22 | 02:30 | 01:51 |
 | Pipe of Insight | 39 | 54.17% | 90.7 | 61.54% | +19.12% | -11.54% | +18.46% | 8.22% | 17:35 | 12:16 | 15:44 | 17:05 | 19:23 | 26:38 | 03:39 | 02:42 |
 | Guardian Greaves | 28 | 38.89% | 88.9 | 64.29% | +18.84% | +21.42% | -35.72% | -6.78% | 21:39 | 13:47 | 16:43 | 19:02 | 25:09 | 40:58 | 08:26 | 06:14 |
 | Ring of Health | 68 | 94.44% | 87.0 | 55.88% | +55.88% | +14.71% | -8.82% | -15.35% | 05:17 | 01:25 | 02:40 | 03:13 | 04:12 | 31:41 | 01:32 | 01:08 |
 | Blink Dagger | 62 | 86.11% | 85.2 | 56.45% | +26.45% | -0.20% | -3.12% | -0.36% | 22:59 | 12:24 | 18:30 | 21:51 | 26:35 | 37:14 | 08:05 | 05:59 |
 | Quelling Blade | 31 | 43.06% | 83.3 | 61.29% | +14.95% | -11.29% | +1.21% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | -00:19 | 00:00 | 00:00 |
 | Headdress | 60 | 83.33% | 81.5 | 55.00% | +13.33% | +11.67% | +5.00% | -1.52% | 14:39 | 08:29 | 11:45 | 13:52 | 16:09 | 31:57 | 04:24 | 03:15 |
 | Boots of Speed | 72 | 100.00% | 79.6 | 52.78% | +52.78% | -8.34% | -8.34% | 0.00% | 06:37 | 01:35 | 04:38 | 06:27 | 08:36 | 13:14 | 03:58 | 02:56 |
 | Buckler | 34 | 47.22% | 77.8 | 58.82% | +11.45% | -14.38% | -21.32% | -0.68% | 19:38 | 10:46 | 14:13 | 17:41 | 24:29 | 40:44 | 10:16 | 07:36 |
 | Mekansm | 34 | 47.22% | 75.9 | 58.82% | +11.45% | +7.85% | -8.82% | -2.94% | 15:43 | 09:59 | 12:21 | 14:08 | 18:01 | 31:57 | 05:40 | 04:11 |
 | Magic Stick | 51 | 70.83% | 74.1 | 54.90% | +7.28% | -24.13% | +14.33% | 13.34% | 02:44 | -01:29 | -01:29 | 01:59 | 04:22 | 13:07 | 05:51 | 04:20 |
 | Magic Wand | 62 | 86.11% | 72.2 | 53.23% | +3.23% | -3.23% | +6.77% | 1.13% | 06:19 | -01:29 | -01:21 | 06:23 | 10:13 | 35:29 | 11:34 | 08:34 |
 | Ring of Protection | 49 | 68.06% | 70.4 | 53.06% | +0.89% | +5.27% | +5.27% | 0.00% | 14:26 | -01:30 | 09:05 | 13:56 | 18:38 | 40:44 | 09:33 | 07:04 |
 | Chainmail | 54 | 75.00% | 68.5 | 51.85% | -3.71% | -16.14% | +2.00% | 3.14% | 11:53 | 03:18 | 08:07 | 10:58 | 13:54 | 29:21 | 05:47 | 04:17 |
 | Aghanim's Shard | 33 | 45.83% | 66.7 | 54.55% | +3.27% | -4.55% | -4.55% | 0.00% | 30:29 | 20:17 | 25:09 | 30:58 | 36:26 | 42:09 | 11:17 | 08:21 |
 | Cornucopia | 17 | 23.61% | 64.8 | 58.82% | +7.91% | -33.82% | +41.18% | 6.62% | 42:28 | 28:32 | 35:23 | 39:46 | 46:43 | 1:01:33 | 11:20 | 08:23 |
 | Wind Lace | 15 | 20.83% | 63.0 | 60.00% | +9.12% | +40.00% | -10.00% | -12.45% | 09:39 | -01:29 | 07:49 | 09:51 | 11:50 | 23:37 | 04:01 | 02:58 |
 | Sange | 22 | 30.56% | 61.1 | 54.55% | +2.55% | -21.22% | +5.45% | 5.46% | 23:41 | 14:28 | 20:47 | 22:48 | 25:40 | 37:15 | 04:53 | 03:37 |
 | Heaven's Halberd | 20 | 27.78% | 59.3 | 55.00% | +3.08% | -15.00% | +5.00% | 5.71% | 26:06 | 15:19 | 23:18 | 26:18 | 26:48 | 37:15 | 03:30 | 02:35 |
 | Aghanim's Scepter | 9 | 12.50% | 57.4 | 66.67% | +15.88% | -16.67% | -16.67% | 0.00% | 29:53 | 18:51 | 22:43 | 32:51 | 35:34 | 38:58 | 12:51 | 09:31 |
 | Refresher Orb | 12 | 16.67% | 55.6 | 58.33% | +6.66% | -25.00% | +41.67% | 6.71% | 43:39 | 30:52 | 36:50 | 44:29 | 46:46 | 59:23 | 09:56 | 07:21 |
 | Bracer | 25 | 34.72% | 53.7 | 44.00% | -13.45% | +6.00% | +22.67% | 7.46% | 03:22 | 00:51 | 02:04 | 02:35 | 04:18 | 08:43 | 02:14 | 01:39 |
 | Scythe of Vyse | 6 | 8.33% | 51.9 | 66.67% | +15.15% | -16.67% | +33.33% | 0.00% | 36:24 | 29:22 | 33:04 | 37:32 | 39:38 | 40:17 | 06:34 | 04:51 |
 | Phase Boots | 19 | 26.39% | 50.0 | 42.11% | -14.49% | -2.11% | +17.89% | 3.96% | 09:37 | 05:46 | 07:13 | 08:35 | 12:16 | 14:51 | 05:03 | 03:44 |
 | Black King Bar | 2 | 2.78% | 48.1 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 33:05 | 30:42 | 30:42 | 35:28 | 35:28 | 35:28 | 04:46 | 03:31 |
 | Aeon Disk | 2 | 2.78% | 46.3 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 42:59 | 36:21 | 36:21 | 49:37 | 49:37 | 49:37 | 13:16 | 09:49 |
 | Boots of Travel | 2 | 2.78% | 44.4 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 42:42 | 42:04 | 42:04 | 43:19 | 43:19 | 43:19 | 01:15 | 00:55 |
 | Soul Ring | 18 | 25.00% | 42.6 | 38.89% | -18.52% | +1.11% | +11.11% | 5.94% | 10:40 | 06:59 | 09:00 | 09:39 | 10:41 | 22:31 | 01:41 | 01:14 |
 | Lotus Orb | 11 | 15.28% | 40.7 | 45.45% | -8.65% | +21.22% | -12.12% | 0.00% | 27:27 | 14:34 | 22:36 | 25:44 | 32:52 | 37:43 | 10:16 | 07:36 |
 | Ghost Scepter | 5 | 6.94% | 38.9 | 60.00% | +7.76% | +40.00% | +40.00% | 0.00% | 35:48 | 23:48 | 23:48 | 34:19 | 37:10 | 53:37 | 13:22 | 09:54 |
 | Drum of Endurance | 1 | 1.39% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.39% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.39% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.39% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.39% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.39% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.39% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Vladmir's Offering | 5 | 6.94% | 24.1 | 40.00% | -13.73% | -40.00% | +60.00% | 0.00% | 18:43 | 12:56 | 12:56 | 18:05 | 23:28 | 23:51 | 10:32 | 07:48 |
 | Morbid Mask | 5 | 6.94% | 22.2 | 40.00% | -13.73% | -40.00% | +60.00% | 0.00% | 17:18 | 10:22 | 10:22 | 16:17 | 21:13 | 23:51 | 10:51 | 08:02 |
 | Ring of Basilius | 6 | 8.33% | 20.4 | 33.33% | -21.22% | -33.33% | +66.67% | 0.00% | 15:38 | 08:34 | 10:56 | 11:09 | 21:59 | 23:51 | 11:03 | 08:11 |
 | Linken's Sphere | 2 | 2.78% | 18.5 | 50.00% | -2.86% | -50.00% | 0.00% | 0.00% | 54:18 | 47:03 | 47:03 | 1:01:33 | 1:01:33 | 1:01:33 | 14:30 | 10:44 |
 | Blight Stone | 2 | 2.78% | 16.7 | 50.00% | -2.86% | -50.00% | 0.00% | 0.00% | 15:54 | 13:38 | 13:38 | 18:09 | 18:09 | 18:09 | 04:31 | 03:20 |
 | Crimson Guard | 2 | 2.78% | 14.8 | 50.00% | -2.86% | +50.00% | 0.00% | 0.00% | 18:20 | 13:53 | 13:53 | 22:46 | 22:46 | 22:46 | 08:53 | 06:34 |
 | Helm of Iron Will | 3 | 4.17% | 13.0 | 33.33% | -20.29% | -33.33% | 0.00% | 0.00% | 11:40 | 03:03 | 03:03 | 13:28 | 18:29 | 18:29 | 15:26 | 11:25 |
 | Vanguard | 5 | 6.94% | 11.1 | 20.00% | -35.22% | -20.00% | +80.00% | 0.00% | 07:16 | 04:45 | 04:45 | 08:09 | 08:27 | 08:30 | 03:42 | 02:44 |
 | Force Staff | 1 | 1.39% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.39% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.39% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Diadem | 1 | 1.39% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.39% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 00:00 | 00:00 |