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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 | 15 | 14.71% | 100.0 | 73.33% | +36.55% | +1.67% | +1.67% | 0.00% | 41:15 | 29:38 | 34:24 | 41:49 | 45:30 | 59:28 | 11:06 | 08:13 |
 | Sange | 39 | 38.24% | 97.7 | 56.41% | +23.08% | +3.59% | +23.59% | 1.86% | 26:12 | 15:21 | 20:07 | 26:41 | 30:51 | 43:28 | 10:44 | 07:57 |
 | Aghanim's Scepter | 80 | 78.43% | 95.5 | 50.00% | +36.36% | +10.00% | -10.00% | -3.68% | 23:38 | 14:29 | 20:06 | 23:07 | 25:32 | 40:02 | 05:26 | 04:01 |
 | Kaya and Sange | 37 | 36.27% | 93.2 | 54.05% | +18.67% | -9.61% | +12.62% | 2.39% | 26:58 | 15:21 | 22:01 | 26:19 | 31:18 | 43:28 | 09:17 | 06:52 |
 | Kaya | 58 | 56.86% | 90.9 | 50.00% | +18.18% | -16.67% | 0.00% | 1.61% | 24:02 | 10:21 | 18:38 | 24:15 | 28:58 | 48:56 | 10:20 | 07:39 |
 | Aghanim's Shard | 38 | 37.25% | 88.6 | 52.63% | +16.69% | -2.63% | +14.04% | 1.49% | 28:51 | 15:01 | 23:56 | 26:52 | 35:06 | 54:04 | 11:10 | 08:16 |
 | Chainmail | 71 | 69.61% | 86.4 | 46.48% | +14.22% | +14.63% | -7.59% | -6.32% | 09:49 | 04:13 | 07:51 | 09:33 | 11:22 | 29:05 | 03:31 | 02:36 |
 | Phase Boots | 37 | 36.27% | 84.1 | 51.35% | +14.43% | +4.21% | -6.91% | -4.80% | 09:14 | 06:33 | 07:46 | 08:48 | 10:05 | 17:03 | 02:19 | 01:42 |
 | Void Stone | 58 | 56.86% | 81.8 | 46.55% | +10.19% | -26.55% | +24.88% | 2.96% | 21:30 | 08:25 | 12:57 | 16:28 | 30:18 | 50:59 | 17:21 | 12:51 |
 | Quelling Blade | 101 | 99.02% | 79.5 | 42.57% | +42.57% | +1.43% | -2.57% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 101 | 99.02% | 77.3 | 42.57% | +42.57% | +9.43% | -10.57% | -13.04% | 03:34 | -01:29 | 02:10 | 02:21 | 03:42 | 14:28 | 01:32 | 01:08 |
 | Magic Wand | 101 | 99.02% | 75.0 | 42.57% | +42.57% | -10.57% | -10.57% | 0.00% | 06:08 | 00:43 | 03:49 | 05:14 | 07:04 | 18:01 | 03:15 | 02:24 |
 | Boots of Speed | 102 | 100.00% | 72.7 | 42.16% | +42.16% | +11.69% | -6.16% | -7.99% | 05:20 | 01:33 | 04:07 | 05:21 | 06:21 | 12:07 | 02:14 | 01:39 |
 | Bottle | 100 | 98.04% | 70.5 | 42.00% | -8.00% | +10.00% | +2.00% | -8.00% | 01:33 | 00:48 | 01:19 | 01:30 | 01:40 | 04:45 | 00:21 | 00:15 |
 | Aeon Disk | 15 | 14.71% | 68.2 | 60.00% | +20.92% | +15.00% | -35.00% | -5.13% | 40:02 | 27:16 | 33:38 | 40:27 | 43:23 | 52:33 | 09:45 | 07:13 |
 | Ring of Health | 13 | 12.75% | 65.9 | 61.54% | +22.21% | +5.13% | +38.46% | 0.00% | 31:43 | 19:16 | 25:23 | 31:01 | 36:01 | 50:59 | 10:38 | 07:52 |
 | Null Talisman | 56 | 54.90% | 63.6 | 42.86% | +1.56% | -7.15% | 0.00% | 5.05% | 04:58 | 01:58 | 04:15 | 04:42 | 05:40 | 07:43 | 01:25 | 01:02 |
 | Linken's Sphere | 12 | 11.76% | 61.4 | 58.33% | +18.33% | +8.34% | +8.34% | 0.00% | 31:42 | 23:20 | 26:25 | 31:30 | 36:08 | 37:12 | 09:43 | 07:11 |
 | Witch Blade | 43 | 42.16% | 59.1 | 41.86% | -0.51% | +3.59% | -14.59% | -7.18% | 14:09 | 09:26 | 12:03 | 13:06 | 14:35 | 32:53 | 02:32 | 01:52 |
 | Ghost Scepter | 13 | 12.75% | 56.8 | 53.85% | +13.40% | -20.52% | -20.52% | 0.00% | 30:09 | 20:46 | 25:00 | 30:46 | 33:07 | 40:09 | 08:07 | 06:00 |
 | Black King Bar | 16 | 15.69% | 54.5 | 50.00% | +9.30% | +25.00% | -25.00% | -5.78% | 33:38 | 22:13 | 27:17 | 33:07 | 35:56 | 56:52 | 08:39 | 06:24 |
 | Octarine Core | 8 | 7.84% | 52.3 | 62.50% | +22.07% | -12.50% | +37.50% | 0.00% | 45:27 | 33:49 | 40:27 | 45:42 | 48:48 | 55:11 | 08:21 | 06:11 |
 | Wind Lace | 42 | 41.18% | 50.0 | 38.10% | -6.90% | -10.83% | +1.90% | 1.76% | 14:18 | 06:59 | 08:52 | 11:43 | 16:07 | 44:18 | 07:15 | 05:22 |
 | Power Treads | 30 | 29.41% | 47.7 | 40.00% | -3.06% | +10.00% | -25.71% | -17.86% | 08:17 | 04:54 | 07:21 | 08:04 | 09:21 | 15:08 | 02:00 | 01:28 |
 | Eul's Scepter of Divinity | 37 | 36.27% | 45.5 | 37.84% | -6.78% | -26.73% | +17.72% | 12.29% | 17:18 | 11:50 | 14:04 | 15:55 | 17:41 | 44:50 | 03:37 | 02:40 |
 | Dagon | 2 | 1.96% | 43.2 | 100.00% | +59.00% | 0.00% | 0.00% | 0.00% | 29:12 | 28:43 | 28:43 | 29:40 | 29:40 | 29:40 | 00:57 | 00:42 |
 | Dagon (level 3) | 2 | 1.96% | 40.9 | 100.00% | +59.00% | 0.00% | 0.00% | 0.00% | 32:29 | 31:37 | 31:37 | 33:21 | 33:21 | 33:21 | 01:44 | 01:17 |
 | Crown | 2 | 1.96% | 38.6 | 100.00% | +59.00% | 0.00% | 0.00% | 0.00% | 29:12 | 28:43 | 28:43 | 29:40 | 29:40 | 29:40 | 00:57 | 00:42 |
 | Dagon (level 4) | 2 | 1.96% | 36.4 | 100.00% | +59.00% | 0.00% | 0.00% | 0.00% | 34:33 | 33:22 | 33:22 | 35:44 | 35:44 | 35:44 | 02:22 | 01:45 |
 | Shiva's Guard | 2 | 1.96% | 34.1 | 100.00% | +59.00% | 0.00% | 0.00% | 0.00% | 38:20 | 37:54 | 37:54 | 38:45 | 38:45 | 38:45 | 00:51 | 00:37 |
 | Dagon (level 2) | 2 | 1.96% | 31.8 | 100.00% | +59.00% | 0.00% | 0.00% | 0.00% | 29:59 | 28:54 | 28:54 | 31:03 | 31:03 | 31:03 | 02:09 | 01:35 |
 | Ethereal Blade | 10 | 9.80% | 29.5 | 50.00% | +8.70% | -50.00% | 0.00% | 0.00% | 32:34 | 21:17 | 27:58 | 31:06 | 37:55 | 42:31 | 09:57 | 07:22 |
 | Force Staff | 1 | 0.98% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.98% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Buckler | 1 | 0.98% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.98% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.98% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.98% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.98% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 00:00 | 00:00 |
 | Wind Waker | 5 | 4.90% | 11.4 | 40.00% | -2.27% | -40.00% | -40.00% | 0.00% | 46:01 | 34:55 | 34:55 | 47:18 | 48:33 | 52:22 | 13:38 | 10:05 |
 | Spirit Vessel | 3 | 2.94% | 9.1 | 33.33% | -9.09% | +66.67% | 0.00% | 0.00% | 16:38 | 13:04 | 13:04 | 17:27 | 19:23 | 19:23 | 06:19 | 04:40 |
 | Urn of Shadows | 3 | 2.94% | 6.8 | 33.33% | -9.09% | +66.67% | 0.00% | 0.00% | 10:38 | 08:56 | 08:56 | 10:47 | 12:10 | 12:10 | 03:14 | 02:23 |
 | Ring of Protection | 3 | 2.94% | 4.5 | 33.33% | -9.09% | +66.67% | 0.00% | 0.00% | 10:21 | 08:06 | 08:06 | 10:47 | 12:10 | 12:10 | 04:04 | 03:00 |
 | Blink Dagger | 2 | 1.96% | 2.3 | 0.00% | -43.00% | 0.00% | 0.00% | 0.00% | 48:05 | 38:51 | 38:51 | 57:19 | 57:19 | 57:19 | 18:28 | 13:40 |