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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 | 8 | 6.96% | 100.0 | 87.50% | +44.51% | +12.50% | -37.50% | 0.00% | 32:31 | 11:50 | 20:30 | 32:35 | 40:37 | 42:44 | 20:07 | 14:54 |
 | Void Stone | 46 | 40.00% | 98.1 | 60.87% | +24.64% | -2.54% | +11.86% | 1.02% | 26:11 | 07:03 | 19:59 | 26:49 | 34:07 | 47:21 | 14:08 | 10:28 |
 | Magic Wand | 63 | 54.78% | 96.2 | 57.14% | +24.45% | -0.89% | -7.14% | -0.87% | 09:02 | -01:29 | 04:47 | 08:49 | 11:56 | 38:18 | 07:09 | 05:17 |
 | Black King Bar | 36 | 31.30% | 94.3 | 61.11% | +21.87% | -16.67% | +16.67% | 5.99% | 33:08 | 22:14 | 29:16 | 32:17 | 34:50 | 53:45 | 05:34 | 04:07 |
 | Vanguard | 35 | 30.43% | 92.5 | 57.14% | +15.89% | +31.75% | -12.70% | -12.70% | 09:30 | 05:27 | 06:28 | 07:50 | 09:58 | 33:09 | 03:30 | 02:35 |
 | Buckler | 23 | 20.00% | 90.6 | 60.87% | +18.48% | -27.54% | +22.46% | 4.54% | 23:35 | 12:18 | 17:26 | 23:41 | 28:27 | 34:20 | 11:01 | 08:09 |
 | Orchid Malevolence | 13 | 11.30% | 88.7 | 69.23% | +26.09% | +30.77% | -35.90% | -13.51% | 14:51 | 10:54 | 11:48 | 13:28 | 16:44 | 23:09 | 04:56 | 03:39 |
 | Aeon Disk | 17 | 14.78% | 86.8 | 64.71% | +21.85% | -14.71% | -14.71% | 0.00% | 35:45 | 23:38 | 30:28 | 35:08 | 38:27 | 51:43 | 07:59 | 05:54 |
 | Guardian Greaves | 17 | 14.78% | 84.9 | 64.71% | +21.85% | -14.71% | +10.29% | 1.92% | 26:19 | 16:27 | 18:55 | 25:46 | 31:55 | 35:30 | 13:00 | 09:37 |
 | Blink Dagger | 100 | 86.96% | 83.0 | 48.00% | +14.67% | 0.00% | -8.00% | -1.29% | 21:21 | 12:48 | 17:39 | 21:02 | 23:50 | 41:32 | 06:11 | 04:34 |
 | Ring of Health | 70 | 60.87% | 81.1 | 50.00% | +10.00% | +22.22% | +2.94% | -2.13% | 10:53 | 02:21 | 03:58 | 05:56 | 13:01 | 45:14 | 09:03 | 06:42 |
 | Boots of Speed | 113 | 98.26% | 79.2 | 46.90% | +46.90% | +6.67% | +10.24% | 1.15% | 06:36 | 01:41 | 04:15 | 05:29 | 07:22 | 27:56 | 03:07 | 02:18 |
 | Aghanim's Scepter | 57 | 49.57% | 77.4 | 50.88% | +9.50% | +20.55% | -0.88% | -3.93% | 20:54 | 12:35 | 16:07 | 18:12 | 21:34 | 55:52 | 05:27 | 04:02 |
 | Arcane Boots | 100 | 86.96% | 75.5 | 47.00% | +7.00% | +5.00% | +9.00% | 1.33% | 09:37 | 03:38 | 07:10 | 08:23 | 10:11 | 35:52 | 03:01 | 02:14 |
 | Magic Stick | 76 | 66.09% | 73.6 | 48.68% | +7.65% | +9.21% | +9.21% | 0.00% | 04:53 | -01:30 | -01:29 | 03:08 | 08:24 | 30:44 | 09:53 | 07:19 |
 | Aghanim's Shard | 79 | 68.70% | 71.7 | 48.10% | +6.43% | -3.10% | -13.10% | -1.45% | 25:11 | 15:01 | 21:10 | 24:37 | 28:04 | 1:01:21 | 06:54 | 05:06 |
 | Lotus Orb | 20 | 17.39% | 69.8 | 60.00% | +16.84% | 0.00% | 0.00% | 0.00% | 25:46 | 14:45 | 20:43 | 25:23 | 29:13 | 42:33 | 08:30 | 06:17 |
 | Quelling Blade | 89 | 77.39% | 67.9 | 44.94% | -5.06% | +0.51% | +18.70% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:25 | 00:00 | 00:00 |
 | Ring of Protection | 42 | 36.52% | 66.0 | 47.62% | +2.41% | -20.35% | +22.38% | 2.86% | 11:01 | -01:29 | 02:29 | 07:35 | 17:25 | 34:05 | 14:56 | 11:03 |
 | Headdress | 35 | 30.43% | 64.2 | 48.57% | +3.57% | -4.13% | +6.99% | 2.44% | 12:37 | 01:57 | 08:26 | 10:55 | 13:00 | 44:56 | 04:34 | 03:22 |
 | Mekansm | 27 | 23.48% | 62.3 | 48.15% | +2.70% | +23.28% | +37.56% | 3.20% | 15:32 | 09:37 | 11:35 | 13:01 | 16:03 | 34:19 | 04:28 | 03:18 |
 | Chainmail | 27 | 23.48% | 60.4 | 48.15% | +2.70% | +23.28% | +23.28% | 0.00% | 13:16 | 07:28 | 09:26 | 10:57 | 14:11 | 34:19 | 04:45 | 03:31 |
 | Refresher Orb | 10 | 8.70% | 58.5 | 60.00% | +15.24% | +6.67% | +40.00% | 0.00% | 39:55 | 27:40 | 33:29 | 37:03 | 48:52 | 59:48 | 15:23 | 11:23 |
 | Null Talisman | 49 | 42.61% | 56.6 | 36.73% | -16.30% | +38.27% | -11.73% | -37.50% | 02:07 | -01:29 | 01:21 | 02:06 | 02:41 | 08:14 | 01:20 | 00:59 |
 | Vladmir's Offering | 6 | 5.22% | 54.7 | 66.67% | +21.72% | -16.67% | +33.33% | 0.00% | 25:18 | 16:45 | 19:06 | 22:01 | 31:28 | 38:37 | 12:22 | 09:09 |
 | Morbid Mask | 6 | 5.22% | 52.8 | 66.67% | +21.72% | -16.67% | +33.33% | 0.00% | 24:46 | 16:23 | 18:31 | 21:25 | 30:57 | 37:37 | 12:26 | 09:12 |
 | Soul Ring | 25 | 21.74% | 50.9 | 40.00% | -7.78% | -23.33% | -6.67% | 3.13% | 06:32 | 01:43 | 03:09 | 04:48 | 08:28 | 18:05 | 05:19 | 03:56 |
 | Octarine Core | 4 | 3.48% | 49.1 | 75.00% | +29.95% | +25.00% | -75.00% | 0.00% | 32:38 | 16:32 | 16:32 | 31:59 | 34:23 | 47:38 | 17:51 | 13:13 |
 | Ring of Basilius | 10 | 8.70% | 47.2 | 50.00% | +4.29% | -16.67% | +50.00% | 0.00% | 11:44 | 01:37 | 05:47 | 10:33 | 18:44 | 24:25 | 12:57 | 09:35 |
 | Pipe of Insight | 10 | 8.70% | 45.3 | 50.00% | +4.29% | -16.67% | 0.00% | 0.00% | 19:14 | 13:48 | 15:44 | 17:36 | 21:17 | 31:33 | 05:33 | 04:06 |
 | Helm of Iron Will | 10 | 8.70% | 43.4 | 50.00% | +4.29% | +16.67% | -50.00% | 0.00% | 15:52 | 10:50 | 13:26 | 14:24 | 18:44 | 22:30 | 05:18 | 03:55 |
 | Crimson Guard | 10 | 8.70% | 41.5 | 50.00% | +4.29% | +16.67% | -50.00% | 0.00% | 17:50 | 12:58 | 13:59 | 17:20 | 22:14 | 24:23 | 08:15 | 06:06 |
 | Bottle | 23 | 20.00% | 39.6 | 34.78% | -14.13% | +15.22% | -1.45% | -16.67% | 02:25 | 01:16 | 01:47 | 02:15 | 02:46 | 04:37 | 00:59 | 00:43 |
 | Force Staff | 6 | 5.22% | 37.7 | 50.00% | +4.13% | 0.00% | -50.00% | 0.00% | 21:06 | 16:23 | 17:03 | 17:48 | 22:20 | 34:10 | 05:17 | 03:54 |
 | Fluffy Hat | 6 | 5.22% | 35.8 | 50.00% | +4.13% | -50.00% | -50.00% | 0.00% | 16:52 | 13:17 | 14:13 | 14:21 | 17:24 | 25:01 | 03:11 | 02:21 |
 | Hood of Defiance | 15 | 13.04% | 34.0 | 33.33% | -14.67% | -33.33% | -8.33% | 11.45% | 12:31 | 06:31 | 10:25 | 10:53 | 12:36 | 28:16 | 02:11 | 01:37 |
 | Ghost Scepter | 3 | 2.61% | 32.1 | 66.67% | +21.13% | +33.33% | 0.00% | 0.00% | 26:36 | 22:11 | 22:11 | 27:31 | 30:07 | 30:07 | 07:56 | 05:52 |
 | Sange | 3 | 2.61% | 30.2 | 66.67% | +21.13% | -66.67% | 0.00% | 0.00% | 28:21 | 25:39 | 25:39 | 27:42 | 31:42 | 31:42 | 06:03 | 04:28 |
 | Wraith Pact | 4 | 3.48% | 28.3 | 50.00% | +4.05% | -50.00% | +50.00% | 0.00% | 29:54 | 20:43 | 20:43 | 26:31 | 33:43 | 38:37 | 13:00 | 09:37 |
 | Shiva's Guard | 4 | 3.48% | 26.4 | 50.00% | +4.05% | +50.00% | -50.00% | 0.00% | 41:14 | 34:12 | 34:12 | 34:24 | 42:34 | 53:44 | 08:22 | 06:11 |
 | Kaya | 1 | 0.87% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.87% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.87% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.87% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:31 | 1:04:31 | 1:04:31 | 1:04:31 | 1:04:31 | 1:04:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.87% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.87% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Scythe of Vyse | 6 | 5.22% | 13.2 | 33.33% | -13.46% | -33.33% | -33.33% | 0.00% | 46:11 | 36:56 | 39:42 | 40:01 | 54:11 | 58:46 | 14:29 | 10:43 |
 | Heaven's Halberd | 2 | 1.74% | 11.3 | 50.00% | +3.98% | -50.00% | 0.00% | 0.00% | 30:51 | 29:02 | 29:02 | 32:40 | 32:40 | 32:40 | 03:38 | 02:41 |
 | Wind Lace | 2 | 1.74% | 9.4 | 50.00% | +3.98% | -50.00% | 0.00% | 0.00% | 08:35 | 08:21 | 08:21 | 08:49 | 08:49 | 08:49 | 00:28 | 00:20 |
 | Linken's Sphere | 4 | 3.48% | 7.5 | 25.00% | -21.85% | -25.00% | +75.00% | 0.00% | 30:47 | 26:39 | 26:39 | 30:00 | 30:21 | 36:09 | 03:42 | 02:44 |
 | Tranquil Boots | 1 | 0.87% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 1.74% | 3.8 | 0.00% | -46.90% | 0.00% | 0.00% | 0.00% | 38:55 | 38:05 | 38:05 | 39:44 | 39:44 | 39:44 | 01:39 | 01:13 |
 | Aghanim's Blessing | 1 | 0.87% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:00 | 59:00 | 59:00 | 59:00 | 59:00 | 59:00 | 00:00 | 00:00 |