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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 | |
 | Aghanim's Scepter | 22 | 36.07% | 100.0 | 77.27% | +49.06% | -10.60% | +2.73% | 1.41% | 26:44 | 15:49 | 21:13 | 25:14 | 30:41 | 44:18 | 09:28 | 07:00 |
 | Refresher Orb | 19 | 31.15% | 97.6 | 78.95% | +48.00% | +21.05% | +1.05% | -1.75% | 37:58 | 27:59 | 31:26 | 36:46 | 42:51 | 52:09 | 11:25 | 08:27 |
 | Void Stone | 33 | 54.10% | 95.2 | 63.64% | +38.64% | -1.14% | +36.36% | 2.75% | 29:04 | 06:08 | 22:45 | 27:48 | 36:22 | 48:43 | 13:37 | 10:05 |
 | Shiva's Guard | 4 | 6.56% | 92.9 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 36:07 | 31:38 | 31:38 | 33:04 | 39:17 | 40:30 | 07:39 | 05:40 |
 | Chainmail | 47 | 77.05% | 90.5 | 53.19% | +31.76% | +21.81% | -3.19% | -12.20% | 08:06 | 02:13 | 07:13 | 08:11 | 09:16 | 11:31 | 02:03 | 01:31 |
 | Phase Boots | 45 | 73.77% | 88.1 | 51.11% | +19.86% | +12.53% | -14.75% | -11.13% | 09:14 | 04:16 | 08:06 | 09:26 | 10:33 | 13:15 | 02:27 | 01:48 |
 | Blink Dagger | 57 | 93.44% | 85.7 | 49.12% | +49.12% | -6.26% | +0.88% | 1.39% | 19:14 | 12:12 | 16:05 | 18:24 | 21:13 | 33:16 | 05:08 | 03:48 |
 | Ring of Protection | 55 | 90.16% | 83.3 | 49.09% | +32.42% | +15.20% | -13.38% | -5.04% | 03:43 | -01:30 | -01:29 | 04:48 | 07:09 | 11:50 | 08:38 | 06:23 |
 | Soul Ring | 55 | 90.16% | 81.0 | 49.09% | +32.42% | -6.23% | -13.38% | -1.98% | 07:32 | 01:50 | 05:27 | 07:32 | 09:04 | 13:24 | 03:37 | 02:40 |
 | Ring of Health | 55 | 90.16% | 78.6 | 49.09% | +32.42% | -13.38% | +8.05% | 3.26% | 07:42 | 02:24 | 03:19 | 04:29 | 09:53 | 36:33 | 06:34 | 04:51 |
 | Quelling Blade | 54 | 88.52% | 76.2 | 48.15% | +19.58% | +23.28% | -25.07% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 61 | 100.00% | 73.8 | 45.90% | +45.90% | +14.10% | -5.90% | -6.00% | 06:00 | 01:22 | 04:16 | 05:42 | 07:36 | 11:53 | 03:20 | 02:28 |
 | Magic Stick | 57 | 93.44% | 71.4 | 45.61% | -4.39% | +11.53% | -9.90% | -3.44% | 03:39 | -01:30 | -01:28 | 01:32 | 07:42 | 13:00 | 09:10 | 06:47 |
 | Arcane Blink | 3 | 4.92% | 69.0 | 100.00% | +56.90% | 0.00% | 0.00% | 0.00% | 45:36 | 43:27 | 43:27 | 46:26 | 46:55 | 46:55 | 03:28 | 02:34 |
 | Magic Wand | 47 | 77.05% | 66.7 | 42.55% | -14.59% | -0.88% | +7.45% | 1.84% | 09:02 | 01:45 | 06:56 | 10:31 | 11:27 | 15:42 | 04:31 | 03:20 |
 | Hood of Defiance | 45 | 73.77% | 64.3 | 40.00% | -22.50% | +5.45% | -21.82% | -9.62% | 11:16 | 05:37 | 09:49 | 11:00 | 12:39 | 18:36 | 02:50 | 02:05 |
 | Sange | 9 | 14.75% | 61.9 | 55.56% | +11.33% | +44.44% | -55.56% | -8.86% | 22:10 | 13:50 | 14:30 | 21:35 | 25:47 | 40:28 | 11:17 | 08:21 |
 | Heaven's Halberd | 9 | 14.75% | 59.5 | 55.56% | +11.33% | +44.44% | -55.56% | -8.34% | 25:20 | 15:35 | 17:01 | 25:13 | 29:00 | 41:47 | 11:59 | 08:52 |
 | Bracer | 9 | 14.75% | 57.1 | 55.56% | +11.33% | -5.56% | -5.56% | 0.00% | 03:07 | 01:28 | 01:54 | 03:18 | 03:36 | 04:28 | 01:42 | 01:15 |
 | Medallion of Courage | 2 | 3.28% | 54.8 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 13:33 | 11:23 | 11:23 | 15:42 | 15:42 | 15:42 | 04:19 | 03:11 |
 | Solar Crest | 2 | 3.28% | 52.4 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 20:51 | 14:58 | 14:58 | 26:44 | 26:44 | 26:44 | 11:46 | 08:42 |
 | Black King Bar | 2 | 3.28% | 50.0 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 32:48 | 31:54 | 31:54 | 33:42 | 33:42 | 33:42 | 01:48 | 01:20 |
 | Lotus Orb | 7 | 11.48% | 47.6 | 57.14% | +12.70% | -7.14% | -7.14% | 0.00% | 29:55 | 22:46 | 22:55 | 31:06 | 31:43 | 43:06 | 08:48 | 06:31 |
 | Wind Lace | 17 | 27.87% | 45.2 | 35.29% | -14.71% | -10.29% | +14.71% | 2.26% | 12:15 | 03:20 | 05:30 | 09:02 | 16:33 | 26:29 | 11:03 | 08:11 |
 | Eul's Scepter of Divinity | 6 | 9.84% | 42.9 | 50.00% | +4.55% | 0.00% | -50.00% | 0.00% | 23:25 | 16:35 | 17:43 | 19:45 | 27:34 | 32:05 | 09:51 | 07:17 |
 | Blight Stone | 3 | 4.92% | 40.5 | 66.67% | +21.84% | -66.67% | 0.00% | 0.00% | 10:13 | 04:02 | 04:02 | 11:23 | 15:14 | 15:14 | 11:12 | 08:17 |
 | Crown | 4 | 6.56% | 38.1 | 50.00% | +4.39% | -50.00% | +50.00% | 0.00% | 07:54 | 03:46 | 03:46 | 04:53 | 10:07 | 12:49 | 06:21 | 04:42 |
 | Morbid Mask | 1 | 1.64% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.64% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Arcane Boots | 7 | 11.48% | 31.0 | 28.57% | -19.58% | -28.57% | +21.43% | 0.00% | 14:13 | 08:21 | 09:52 | 14:29 | 16:14 | 18:59 | 06:22 | 04:42 |
 | Ghost Scepter | 7 | 11.48% | 28.6 | 28.57% | -19.58% | -28.57% | +71.43% | 0.00% | 28:37 | 19:43 | 21:46 | 30:45 | 31:18 | 40:02 | 09:32 | 07:03 |
 | Force Staff | 8 | 13.11% | 26.2 | 25.00% | -24.06% | -25.00% | +25.00% | 4.77% | 23:19 | 14:10 | 16:34 | 22:21 | 27:03 | 34:30 | 10:29 | 07:45 |
 | Pipe of Insight | 2 | 3.28% | 23.8 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 20:50 | 16:54 | 16:54 | 24:46 | 24:46 | 24:46 | 07:52 | 05:49 |
 | Meteor Hammer | 2 | 3.28% | 21.4 | 50.00% | +4.24% | -50.00% | 0.00% | 0.00% | 09:35 | 07:30 | 07:30 | 11:40 | 11:40 | 11:40 | 04:10 | 03:05 |
 | Headdress | 2 | 3.28% | 19.0 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 19:49 | 14:52 | 14:52 | 24:46 | 24:46 | 24:46 | 09:54 | 07:20 |
 | Aeon Disk | 2 | 3.28% | 16.7 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 31:00 | 28:45 | 28:45 | 33:14 | 33:14 | 33:14 | 04:29 | 03:19 |
 | Fluffy Hat | 10 | 16.39% | 14.3 | 20.00% | -30.98% | -20.00% | +30.00% | 3.62% | 14:22 | -01:29 | 07:34 | 13:34 | 21:23 | 31:30 | 13:49 | 10:14 |
 | Orb of Corrosion | 1 | 1.64% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 3.28% | 9.5 | 0.00% | -47.46% | 0.00% | 0.00% | 0.00% | 06:29 | 02:07 | 02:07 | 10:51 | 10:51 | 10:51 | 08:44 | 06:28 |
 | Tranquil Boots | 3 | 4.92% | 7.1 | 0.00% | -48.28% | 0.00% | 0.00% | 0.00% | 15:20 | 10:16 | 10:16 | 11:00 | 24:43 | 24:43 | 14:27 | 10:42 |
 | Helm of Iron Will | 1 | 1.64% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.64% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 |