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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 | |
 | Lotus Orb | 11 | 6.29% | 100.0 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 34:26 | 25:15 | 28:12 | 32:43 | 35:30 | 50:45 | 07:18 | 05:24 |
 | Void Stone | 27 | 15.43% | 98.0 | 85.19% | +31.14% | +14.81% | +0.52% | -1.47% | 36:03 | 25:03 | 30:12 | 35:55 | 39:57 | 57:52 | 09:45 | 07:13 |
 | Ring of Health | 28 | 16.00% | 96.0 | 82.14% | +27.72% | +3.57% | +17.86% | 1.31% | 36:37 | 24:30 | 30:01 | 36:42 | 40:57 | 57:52 | 10:56 | 08:05 |
 | Arcane Boots | 107 | 61.14% | 94.0 | 69.16% | +26.51% | +1.21% | +1.21% | 0.00% | 15:34 | 05:40 | 11:27 | 12:55 | 19:00 | 42:34 | 07:33 | 05:35 |
 | Blink Dagger | 123 | 70.29% | 92.0 | 65.04% | +20.81% | +2.70% | +2.70% | 0.00% | 24:43 | 13:24 | 19:14 | 23:22 | 28:27 | 44:27 | 09:13 | 06:49 |
 | Buckler | 17 | 9.71% | 90.0 | 82.35% | +26.02% | +17.65% | -7.35% | -2.88% | 30:20 | 12:17 | 24:58 | 30:48 | 33:38 | 53:29 | 08:40 | 06:25 |
 | Ring of Protection | 46 | 26.29% | 88.0 | 69.57% | +14.53% | -19.57% | +21.34% | 40.91% | 06:09 | -01:30 | -01:29 | -01:29 | 00:17 | 53:29 | 01:46 | 01:18 |
 | Orb of Venom | 22 | 12.57% | 86.0 | 77.27% | +21.06% | +6.06% | -17.27% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 04:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 123 | 70.29% | 84.0 | 61.79% | +9.87% | -0.50% | +12.40% | 1.04% | 23:35 | 15:00 | 16:32 | 21:23 | 28:55 | 1:03:52 | 12:23 | 09:10 |
 | Boots of Speed | 175 | 100.00% | 82.0 | 58.86% | +58.86% | +4.78% | -8.86% | -3.37% | 04:53 | -01:29 | 03:13 | 05:26 | 07:16 | 13:29 | 04:03 | 03:00 |
 | Magic Stick | 151 | 86.29% | 80.0 | 56.95% | -13.88% | -4.32% | -1.69% | 0.51% | 03:37 | -01:30 | -01:28 | 03:03 | 06:36 | 20:38 | 08:04 | 05:58 |
 | Headdress | 14 | 8.00% | 78.0 | 78.57% | +21.43% | +21.43% | +21.43% | 0.00% | 18:01 | -01:29 | 14:33 | 16:54 | 23:05 | 43:31 | 08:32 | 06:19 |
 | Chainmail | 14 | 8.00% | 76.0 | 78.57% | +21.43% | +21.43% | -11.90% | -4.89% | 23:06 | 14:02 | 18:45 | 20:38 | 25:34 | 40:35 | 06:49 | 05:02 |
 | Wind Lace | 80 | 45.71% | 74.0 | 57.50% | -2.50% | -2.50% | +2.50% | 0.66% | 05:57 | -01:29 | -01:29 | 03:02 | 09:02 | 42:58 | 10:31 | 07:47 |
 | Magic Wand | 90 | 51.43% | 72.0 | 56.67% | -4.51% | -0.15% | +6.97% | 0.82% | 13:33 | 03:20 | 08:38 | 10:49 | 17:17 | 43:10 | 08:39 | 06:24 |
 | Force Staff | 57 | 32.57% | 70.0 | 59.65% | +1.18% | +4.64% | -9.65% | -0.96% | 32:10 | 15:12 | 23:41 | 31:42 | 38:33 | 58:38 | 14:52 | 11:00 |
 | Guardian Greaves | 8 | 4.57% | 68.0 | 87.50% | +30.01% | +12.50% | -37.50% | -8.82% | 35:09 | 27:41 | 29:37 | 33:20 | 35:17 | 54:15 | 05:40 | 04:11 |
 | Drum of Endurance | 5 | 2.86% | 66.0 | 100.00% | +42.35% | 0.00% | 0.00% | 0.00% | 33:04 | 14:17 | 14:17 | 30:37 | 42:58 | 55:32 | 28:41 | 21:14 |
 | Mekansm | 10 | 5.71% | 64.0 | 80.00% | +22.42% | +20.00% | +20.00% | 0.00% | 21:22 | 14:02 | 18:28 | 21:49 | 24:11 | 26:21 | 05:43 | 04:14 |
 | Refresher Orb | 12 | 6.86% | 62.0 | 75.00% | +17.33% | -8.33% | -8.33% | 0.00% | 44:38 | 40:19 | 41:20 | 43:06 | 44:44 | 57:52 | 03:24 | 02:31 |
 | Fluffy Hat | 73 | 41.71% | 60.0 | 53.42% | -9.33% | -3.42% | +2.14% | 0.32% | 26:38 | 04:25 | 16:18 | 24:59 | 33:42 | 58:38 | 17:24 | 12:53 |
 | Quelling Blade | 9 | 5.14% | 58.0 | 77.78% | +19.95% | -27.78% | -27.78% | 0.00% | 18:12 | 07:04 | 09:11 | 17:27 | 20:59 | 44:07 | 11:48 | 08:44 |
 | Ring of Basilius | 9 | 5.14% | 56.0 | 77.78% | +19.95% | +22.22% | +22.22% | 0.00% | 25:09 | 08:33 | 09:18 | 29:41 | 33:20 | 42:00 | 24:02 | 17:48 |
 | Tranquil Boots | 29 | 16.57% | 54.0 | 48.28% | -12.68% | -19.71% | +8.86% | 2.99% | 15:37 | 05:53 | 09:41 | 13:07 | 19:14 | 48:03 | 09:33 | 07:04 |
 | Morbid Mask | 3 | 1.71% | 52.0 | 100.00% | +41.86% | 0.00% | 0.00% | 0.00% | 29:57 | 16:08 | 16:08 | 36:23 | 37:19 | 37:19 | 21:11 | 15:41 |
 | Aghanim's Scepter | 3 | 1.71% | 50.0 | 100.00% | +41.86% | 0.00% | 0.00% | 0.00% | 44:53 | 40:19 | 40:19 | 41:40 | 52:39 | 52:39 | 12:20 | 09:08 |
 | Vladmir's Offering | 3 | 1.71% | 48.0 | 100.00% | +41.86% | 0.00% | 0.00% | 0.00% | 30:16 | 16:48 | 16:48 | 36:24 | 37:36 | 37:36 | 20:48 | 15:24 |
 | Wraith Pact | 3 | 1.71% | 46.0 | 100.00% | +41.86% | 0.00% | 0.00% | 0.00% | 34:17 | 22:19 | 22:19 | 39:47 | 40:44 | 40:44 | 18:25 | 13:38 |
 | Blight Stone | 4 | 2.29% | 44.0 | 75.00% | +16.52% | +25.00% | +25.00% | 0.00% | 31:09 | 19:00 | 19:00 | 31:06 | 35:07 | 39:24 | 16:07 | 11:56 |
 | Eul's Scepter of Divinity | 2 | 1.14% | 42.0 | 100.00% | +41.62% | 0.00% | 0.00% | 0.00% | 36:17 | 34:21 | 34:21 | 38:12 | 38:12 | 38:12 | 03:51 | 02:51 |
 | Ghost Scepter | 5 | 2.86% | 40.0 | 60.00% | +1.18% | -60.00% | -60.00% | 0.00% | 39:32 | 32:35 | 32:35 | 39:04 | 39:42 | 47:48 | 07:07 | 05:16 |
 | Wraith Band | 6 | 3.43% | 38.0 | 50.00% | -9.17% | -50.00% | +50.00% | 0.00% | 07:48 | -01:29 | -01:29 | -01:29 | -01:29 | 54:13 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 1.71% | 36.0 | 66.67% | +7.95% | +33.33% | 0.00% | 0.00% | 49:43 | 39:08 | 39:08 | 53:18 | 56:43 | 56:43 | 17:35 | 13:01 |
 | Medallion of Courage | 3 | 1.71% | 34.0 | 66.67% | +7.95% | +33.33% | 0.00% | 0.00% | 28:35 | 19:33 | 19:33 | 31:06 | 35:07 | 35:07 | 15:34 | 11:31 |
 | Sange | 3 | 1.71% | 32.0 | 66.67% | +7.95% | +33.33% | 0.00% | 0.00% | 35:22 | 31:49 | 31:49 | 36:53 | 37:25 | 37:25 | 05:36 | 04:08 |
 | Solar Crest | 3 | 1.71% | 30.0 | 66.67% | +7.95% | +33.33% | 0.00% | 0.00% | 31:16 | 24:30 | 24:30 | 34:12 | 35:07 | 35:07 | 10:37 | 07:51 |
 | Pipe of Insight | 1 | 0.57% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.57% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:55 | 57:55 | 57:55 | 57:55 | 57:55 | 57:55 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.57% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 1.14% | 22.0 | 50.00% | -8.96% | -50.00% | 0.00% | 0.00% | 12:53 | 12:52 | 12:52 | 12:54 | 12:54 | 12:54 | 00:02 | 00:01 |
 | Hand of Midas | 2 | 1.14% | 20.0 | 50.00% | -8.96% | +50.00% | 0.00% | 0.00% | 37:22 | 24:49 | 24:49 | 49:55 | 49:55 | 49:55 | 25:06 | 18:35 |
 | Heaven's Halberd | 2 | 1.14% | 18.0 | 50.00% | -8.96% | +50.00% | 0.00% | 0.00% | 38:37 | 37:08 | 37:08 | 40:05 | 40:05 | 40:05 | 02:57 | 02:11 |
 | Hood of Defiance | 2 | 1.14% | 16.0 | 50.00% | -8.96% | -50.00% | 0.00% | 0.00% | 34:25 | 26:39 | 26:39 | 42:10 | 42:10 | 42:10 | 15:31 | 11:29 |
 | Crown | 3 | 1.71% | 14.0 | 33.33% | -25.97% | -33.33% | 0.00% | 0.00% | 24:26 | 14:14 | 14:14 | 23:56 | 35:07 | 35:07 | 20:53 | 15:28 |
 | Glimmer Cape | 2 | 1.14% | 12.0 | 0.00% | -59.54% | 0.00% | 0.00% | 0.00% | 40:43 | 39:46 | 39:46 | 41:40 | 41:40 | 41:40 | 01:54 | 01:24 |
 | Veil of Discord | 1 | 0.57% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.57% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.57% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.57% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.57% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 00:00 | 00:00 |