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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 | |
 | Aether Lens | 6 | 28.57% | 100.0 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 26:48 | 23:23 | 24:18 | 24:59 | 27:30 | 35:09 | 03:12 | 02:22 |
 | Void Stone | 9 | 42.86% | 97.8 | 77.78% | +52.78% | -77.78% | +22.22% | 12.24% | 24:48 | 10:18 | 19:02 | 23:20 | 27:12 | 38:16 | 08:10 | 06:02 |
 | Guardian Greaves | 11 | 52.38% | 95.6 | 72.73% | +52.73% | +27.27% | -39.40% | -23.26% | 15:55 | 13:42 | 14:03 | 15:24 | 16:55 | 19:30 | 02:52 | 02:07 |
 | Ring of Protection | 12 | 57.14% | 93.3 | 66.67% | +44.45% | +33.33% | -33.34% | -15.33% | 12:04 | 03:32 | 10:31 | 11:23 | 14:52 | 16:12 | 04:21 | 03:13 |
 | Buckler | 12 | 57.14% | 91.1 | 66.67% | +44.45% | +33.33% | -33.34% | -18.69% | 13:03 | 10:31 | 11:18 | 11:44 | 14:52 | 16:42 | 03:34 | 02:38 |
 | Mekansm | 12 | 57.14% | 88.9 | 66.67% | +44.45% | +33.33% | -33.34% | -28.37% | 11:53 | 09:25 | 10:34 | 11:37 | 12:55 | 15:00 | 02:21 | 01:44 |
 | Arcane Boots | 13 | 61.90% | 86.7 | 61.54% | +36.54% | +38.46% | -61.54% | -63.83% | 07:08 | 05:11 | 05:53 | 06:37 | 07:27 | 10:20 | 01:34 | 01:09 |
 | Chainmail | 13 | 61.90% | 84.4 | 61.54% | +36.54% | +5.13% | -28.21% | -9.48% | 09:30 | 06:10 | 08:06 | 08:49 | 11:37 | 13:06 | 03:31 | 02:36 |
 | Headdress | 13 | 61.90% | 82.2 | 61.54% | +36.54% | +38.46% | -61.54% | -27.65% | 11:01 | 06:43 | 07:41 | 08:59 | 11:18 | 31:12 | 03:37 | 02:40 |
 | Blink Dagger | 7 | 33.33% | 80.0 | 71.43% | +35.72% | +28.57% | -21.43% | -13.95% | 30:52 | 26:47 | 26:48 | 29:42 | 30:23 | 42:10 | 03:35 | 02:39 |
 | Boots of Speed | 21 | 100.00% | 77.8 | 47.62% | +47.62% | +12.38% | -7.62% | -13.95% | 03:24 | -01:30 | 02:56 | 03:33 | 04:22 | 07:07 | 01:26 | 01:03 |
 | Kaya | 8 | 38.10% | 75.6 | 62.50% | +24.04% | -12.50% | +37.50% | 4.02% | 17:32 | 08:41 | 10:33 | 12:11 | 23:00 | 29:03 | 12:27 | 09:13 |
 | Magic Wand | 19 | 90.48% | 73.3 | 47.37% | -2.63% | +32.63% | +12.63% | -3.51% | 03:59 | -01:29 | -01:29 | 05:12 | 07:11 | 09:08 | 08:40 | 06:25 |
 | Wraith Band | 11 | 52.38% | 71.1 | 54.55% | +14.55% | -21.22% | +12.12% | 27.78% | 04:49 | 01:24 | 01:49 | 02:06 | 03:01 | 28:50 | 01:12 | 00:53 |
 | Black King Bar | 14 | 66.67% | 68.9 | 50.00% | +7.14% | -25.00% | -16.67% | 1.17% | 23:49 | 16:02 | 20:57 | 21:43 | 28:06 | 31:46 | 07:09 | 05:17 |
 | Sange | 9 | 42.86% | 66.7 | 55.56% | +13.89% | -5.56% | -5.56% | 0.00% | 19:49 | 12:53 | 13:53 | 17:30 | 22:54 | 34:19 | 09:01 | 06:40 |
 | Octarine Core | 2 | 9.52% | 64.4 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 29:48 | 27:09 | 27:09 | 32:26 | 32:26 | 32:26 | 05:17 | 03:54 |
 | Ethereal Blade | 2 | 9.52% | 62.2 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 31:26 | 30:23 | 30:23 | 32:28 | 32:28 | 32:28 | 02:05 | 01:32 |
 | Ghost Scepter | 2 | 9.52% | 60.0 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 27:01 | 24:43 | 24:43 | 29:19 | 29:19 | 29:19 | 04:36 | 03:24 |
 | Wind Lace | 13 | 61.90% | 57.8 | 46.15% | -3.85% | +20.52% | -46.15% | -6.91% | 13:11 | 06:03 | 07:39 | 14:06 | 17:18 | 21:23 | 09:39 | 07:08 |
 | Quelling Blade | 9 | 42.86% | 55.6 | 44.44% | -5.56% | -44.44% | +55.56% | 11.03% | 05:58 | -01:30 | -01:29 | 06:49 | 10:33 | 18:25 | 12:02 | 08:54 |
 | Kaya and Sange | 6 | 28.57% | 53.3 | 50.00% | +3.33% | 0.00% | +50.00% | 5.60% | 17:45 | 12:53 | 14:17 | 15:20 | 23:13 | 25:23 | 08:56 | 06:37 |
 | Heaven's Halberd | 3 | 14.29% | 51.1 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 27:44 | 20:54 | 20:54 | 26:51 | 35:28 | 35:28 | 14:34 | 10:47 |
 | Pipe of Insight | 3 | 14.29% | 48.9 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 25:21 | 22:02 | 22:02 | 22:48 | 31:13 | 31:13 | 09:11 | 06:48 |
 | Scythe of Vyse | 3 | 14.29% | 46.7 | 66.67% | +22.23% | -66.67% | 0.00% | 0.00% | 41:18 | 35:48 | 35:48 | 42:13 | 45:53 | 45:53 | 10:05 | 07:28 |
 | Hood of Defiance | 3 | 14.29% | 44.4 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 19:41 | 16:03 | 16:03 | 18:12 | 24:48 | 24:48 | 08:45 | 06:28 |
 | Aghanim's Shard | 7 | 33.33% | 42.2 | 42.86% | -7.14% | +57.14% | -42.86% | -13.82% | 34:27 | 26:33 | 29:17 | 33:05 | 36:31 | 45:47 | 07:14 | 05:21 |
 | Magic Stick | 13 | 61.90% | 40.0 | 30.77% | -44.23% | +2.56% | +2.56% | 0.00% | 03:19 | -01:29 | 02:16 | 03:27 | 04:42 | 08:23 | 02:26 | 01:48 |
 | Shiva's Guard | 4 | 19.05% | 37.8 | 50.00% | +2.94% | +50.00% | +50.00% | 0.00% | 30:55 | 21:25 | 21:25 | 28:09 | 34:45 | 39:22 | 13:20 | 09:52 |
 | Power Treads | 4 | 19.05% | 35.6 | 50.00% | +2.94% | +50.00% | -50.00% | 0.00% | 05:56 | 04:35 | 04:35 | 05:35 | 06:02 | 07:32 | 01:27 | 01:04 |
 | Ring of Health | 4 | 19.05% | 33.3 | 50.00% | +2.94% | -50.00% | -50.00% | 0.00% | 16:53 | 14:53 | 14:53 | 15:49 | 17:46 | 19:02 | 02:53 | 02:08 |
 | Aeon Disk | 1 | 4.76% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 4.76% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 9.52% | 26.7 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 42:40 | 38:10 | 38:10 | 47:10 | 47:10 | 47:10 | 09:00 | 06:40 |
 | Boots of Travel 2 | 2 | 9.52% | 24.4 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 46:23 | 45:53 | 45:53 | 46:52 | 46:52 | 46:52 | 00:59 | 00:43 |
 | Null Talisman | 3 | 14.29% | 22.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 02:02 | 01:20 | 01:20 | 02:04 | 02:43 | 02:43 | 01:23 | 01:01 |
 | Fluffy Hat | 3 | 14.29% | 20.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 09:44 | 04:46 | 04:46 | 08:47 | 15:38 | 15:38 | 10:52 | 08:02 |
 | Bottle | 4 | 19.05% | 17.8 | 25.00% | -27.94% | +75.00% | -25.00% | 0.00% | 01:19 | 00:30 | 00:30 | 01:19 | 01:32 | 01:53 | 01:02 | 00:45 |
 | Lotus Orb | 2 | 9.52% | 15.6 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 17:21 | 15:34 | 15:34 | 19:07 | 19:07 | 19:07 | 03:33 | 02:37 |
 | Phase Boots | 1 | 4.76% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 4.76% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Crown | 2 | 9.52% | 8.9 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 05:35 | 03:53 | 03:53 | 07:17 | 07:17 | 07:17 | 03:24 | 02:31 |
 | Rod of Atos | 2 | 9.52% | 6.7 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 10:57 | 09:16 | 09:16 | 12:38 | 12:38 | 12:38 | 03:22 | 02:29 |
 | Falcon Blade | 2 | 9.52% | 4.4 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 07:03 | 05:17 | 05:17 | 08:48 | 08:48 | 08:48 | 03:31 | 02:36 |
 | Boots of Travel | 2 | 9.52% | 2.2 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 34:46 | 32:48 | 32:48 | 36:43 | 36:43 | 36:43 | 03:55 | 02:54 |