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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 | |
 | Aeon Disk | 9 | 9.57% | 100.0 | 88.89% | +43.01% | -38.89% | +11.11% | 0.00% | 41:23 | 33:24 | 33:55 | 40:15 | 45:39 | 55:04 | 11:44 | 08:41 |
 | Void Stone | 52 | 55.32% | 97.7 | 65.38% | +34.43% | +3.85% | -11.53% | -3.04% | 19:02 | 11:40 | 15:35 | 17:36 | 20:39 | 40:49 | 05:04 | 03:45 |
 | Aether Lens | 49 | 52.13% | 95.5 | 63.27% | +27.71% | +11.73% | -21.60% | -6.04% | 20:26 | 13:17 | 16:17 | 19:12 | 21:48 | 41:24 | 05:31 | 04:05 |
 | Arcane Boots | 65 | 69.15% | 93.2 | 60.00% | +32.41% | +8.75% | -3.75% | -3.14% | 12:57 | 07:32 | 10:13 | 11:55 | 14:12 | 32:58 | 03:59 | 02:57 |
 | Magic Wand | 77 | 81.91% | 90.9 | 57.14% | +39.49% | +0.75% | -9.77% | -1.50% | 07:49 | 00:06 | 03:47 | 06:58 | 10:49 | 24:10 | 07:02 | 05:12 |
 | Aghanim's Scepter | 17 | 18.09% | 88.6 | 70.59% | +25.14% | +4.41% | -20.59% | -3.28% | 30:35 | 24:10 | 26:30 | 28:45 | 34:08 | 38:41 | 07:38 | 05:39 |
 | Fluffy Hat | 41 | 43.62% | 86.4 | 58.54% | +15.14% | +21.46% | +1.46% | -2.09% | 18:01 | 01:57 | 12:16 | 17:19 | 21:49 | 52:15 | 09:33 | 07:04 |
 | Magic Stick | 89 | 94.68% | 84.1 | 51.69% | +31.69% | +11.95% | -1.69% | -5.53% | 01:20 | -01:29 | -01:29 | -01:26 | 03:57 | 16:42 | 05:26 | 04:01 |
 | Crown | 24 | 25.53% | 81.8 | 62.50% | +16.79% | +20.83% | +4.17% | -1.33% | 20:55 | 09:47 | 13:41 | 17:01 | 26:10 | 41:07 | 12:29 | 09:14 |
 | Medallion of Courage | 9 | 9.57% | 79.5 | 77.78% | +30.72% | -27.78% | +22.22% | 0.00% | 18:46 | 09:42 | 11:31 | 18:56 | 21:36 | 36:29 | 10:05 | 07:28 |
 | Chainmail | 9 | 9.57% | 77.3 | 77.78% | +30.72% | -27.78% | +22.22% | 0.00% | 18:28 | 09:02 | 10:47 | 18:56 | 21:36 | 36:28 | 10:49 | 08:00 |
 | Boots of Speed | 94 | 100.00% | 75.0 | 50.00% | +50.00% | +8.33% | -15.22% | -7.48% | 06:21 | -01:29 | 04:18 | 06:07 | 07:27 | 20:12 | 03:09 | 02:20 |
 | Helm of the Dominator | 4 | 4.26% | 72.7 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 30:20 | 16:39 | 16:39 | 30:24 | 35:50 | 38:27 | 19:11 | 14:12 |
 | Force Staff | 30 | 31.91% | 70.5 | 56.67% | +9.79% | -6.67% | -13.81% | -1.09% | 26:09 | 16:27 | 21:49 | 25:13 | 28:23 | 52:15 | 06:34 | 04:51 |
 | Wind Lace | 36 | 38.30% | 68.2 | 52.78% | +4.50% | -8.34% | -8.34% | 0.00% | 15:50 | 04:15 | 09:46 | 13:28 | 21:58 | 36:31 | 12:12 | 09:02 |
 | Blink Dagger | 14 | 14.89% | 65.9 | 64.29% | +16.79% | -39.29% | +35.71% | 8.95% | 31:54 | 22:50 | 26:21 | 28:57 | 34:44 | 49:03 | 08:23 | 06:12 |
 | Solar Crest | 8 | 8.51% | 63.6 | 75.00% | +27.33% | -25.00% | +25.00% | 0.00% | 22:19 | 14:52 | 19:04 | 21:27 | 26:07 | 27:21 | 07:03 | 05:13 |
 | Aghanim's Shard | 28 | 29.79% | 61.4 | 53.57% | +5.09% | -10.71% | +17.86% | 3.06% | 28:17 | 17:22 | 22:42 | 28:41 | 32:02 | 44:35 | 09:20 | 06:54 |
 | Kaya | 9 | 9.57% | 59.1 | 66.67% | +18.43% | -16.67% | -66.67% | 0.00% | 36:53 | 28:24 | 30:08 | 36:11 | 41:10 | 46:25 | 11:02 | 08:10 |
 | Ring of Health | 3 | 3.19% | 56.8 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 26:36 | 21:39 | 21:39 | 26:37 | 31:32 | 31:32 | 09:53 | 07:19 |
 | Lotus Orb | 3 | 3.19% | 54.5 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 28:51 | 21:44 | 21:44 | 31:46 | 33:02 | 33:02 | 11:18 | 08:22 |
 | Blight Stone | 32 | 34.04% | 52.3 | 46.88% | -4.73% | -21.88% | +15.62% | 37.50% | 03:11 | -01:29 | -01:29 | -01:29 | -01:22 | 36:29 | 00:07 | 00:05 |
 | Helm of Iron Will | 5 | 5.32% | 50.0 | 80.00% | +31.69% | +20.00% | +20.00% | 0.00% | 28:45 | 13:04 | 13:04 | 32:38 | 34:24 | 38:26 | 21:20 | 15:48 |
 | Tranquil Boots | 19 | 20.21% | 47.7 | 47.37% | -3.30% | +12.63% | -27.37% | -4.47% | 19:19 | 10:31 | 13:28 | 20:12 | 22:25 | 27:36 | 08:57 | 06:37 |
 | Eul's Scepter of Divinity | 2 | 2.13% | 45.5 | 100.00% | +51.09% | 0.00% | 0.00% | 0.00% | 33:44 | 25:33 | 25:33 | 41:55 | 41:55 | 41:55 | 16:22 | 12:07 |
 | Quelling Blade | 2 | 2.13% | 43.2 | 100.00% | +51.09% | 0.00% | 0.00% | 0.00% | 12:08 | -01:28 | -01:28 | 25:44 | 25:44 | 25:44 | 27:12 | 20:08 |
 | Ghost Scepter | 7 | 7.45% | 40.9 | 57.14% | +7.71% | +42.86% | -7.14% | 0.00% | 37:06 | 29:50 | 34:30 | 35:12 | 35:35 | 47:27 | 01:05 | 00:48 |
 | Veil of Discord | 11 | 11.70% | 38.6 | 45.45% | -5.15% | +54.55% | -45.45% | -17.65% | 19:11 | 13:25 | 15:24 | 19:41 | 21:04 | 30:16 | 05:40 | 04:11 |
 | Ring of Basilius | 11 | 11.70% | 36.4 | 45.45% | -5.15% | +54.55% | -12.12% | -12.70% | 14:42 | 07:05 | 11:14 | 13:22 | 16:29 | 30:16 | 05:15 | 03:53 |
 | Ethereal Blade | 5 | 5.32% | 34.1 | 60.00% | +10.56% | +40.00% | -60.00% | 0.00% | 41:45 | 36:07 | 36:07 | 41:32 | 42:38 | 47:31 | 06:31 | 04:49 |
 | Urn of Shadows | 18 | 19.15% | 31.8 | 33.33% | -20.62% | +6.67% | -8.33% | -2.94% | 10:54 | 05:04 | 08:39 | 09:43 | 13:45 | 17:50 | 05:06 | 03:46 |
 | Ring of Protection | 18 | 19.15% | 29.5 | 33.33% | -20.62% | -13.33% | -8.33% | 0.67% | 08:27 | -01:29 | 04:16 | 08:09 | 11:46 | 17:15 | 07:30 | 05:33 |
 | Gleipnir | 1 | 1.06% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.06% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.06% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Bottle | 1 | 1.06% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:57 | 03:57 | 03:57 | 03:57 | 03:57 | 03:57 | 00:00 | 00:00 |
 | Spirit Vessel | 10 | 10.64% | 18.2 | 30.00% | -22.38% | +3.33% | -30.00% | -9.09% | 21:08 | 15:34 | 19:08 | 20:19 | 22:48 | 26:15 | 03:40 | 02:42 |
 | Javelin | 5 | 5.32% | 15.9 | 40.00% | -10.56% | -40.00% | +60.00% | 0.00% | 32:27 | 17:31 | 17:31 | 32:09 | 32:52 | 50:28 | 15:21 | 11:22 |
 | Maelstrom | 5 | 5.32% | 13.6 | 40.00% | -10.56% | -40.00% | +60.00% | 0.00% | 33:22 | 22:08 | 22:08 | 32:09 | 32:52 | 50:28 | 10:44 | 07:57 |
 | Octarine Core | 2 | 2.13% | 11.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 44:17 | 44:02 | 44:02 | 44:31 | 44:31 | 44:31 | 00:29 | 00:21 |
 | Null Talisman | 3 | 3.19% | 9.1 | 33.33% | -17.22% | -33.33% | 0.00% | 0.00% | 08:44 | -01:29 | -01:29 | 12:35 | 15:05 | 15:05 | 16:34 | 12:16 |
 | Glimmer Cape | 4 | 4.26% | 6.8 | 25.00% | -26.11% | -25.00% | -25.00% | 0.00% | 25:56 | 17:05 | 17:05 | 22:04 | 29:21 | 35:15 | 12:16 | 09:05 |
 | Bracer | 5 | 5.32% | 4.5 | 20.00% | -31.69% | -20.00% | -20.00% | 0.00% | 17:20 | 14:22 | 14:22 | 15:08 | 15:17 | 26:55 | 00:55 | 00:40 |
 | Wraith Band | 3 | 3.19% | 2.3 | 0.00% | -51.65% | 0.00% | 0.00% | 0.00% | 02:42 | -01:29 | -01:29 | 03:36 | 05:59 | 05:59 | 07:28 | 05:31 |