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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 | 12 | 7.69% | 100.0 | 83.33% | +47.91% | +16.67% | -16.66% | -2.95% | 39:48 | 32:15 | 34:32 | 36:54 | 45:49 | 49:33 | 11:17 | 08:21 |
 | Octarine Core | 9 | 5.77% | 98.0 | 77.78% | +41.05% | +22.22% | -77.78% | -7.84% | 41:23 | 32:27 | 34:32 | 40:04 | 47:17 | 50:28 | 12:45 | 09:26 |
 | Kaya and Sange | 49 | 31.41% | 96.0 | 53.06% | +20.35% | -11.39% | -3.06% | 0.90% | 27:07 | 15:40 | 21:38 | 26:36 | 30:54 | 41:40 | 09:16 | 06:51 |
 | Sange | 52 | 33.33% | 94.0 | 51.92% | +19.23% | -13.46% | -5.77% | 0.79% | 25:41 | 11:58 | 20:02 | 25:46 | 29:46 | 40:25 | 09:44 | 07:12 |
 | Kaya | 57 | 36.54% | 92.0 | 50.88% | +18.56% | -15.17% | -0.88% | 1.35% | 25:07 | 10:53 | 19:18 | 25:47 | 29:52 | 41:34 | 10:34 | 07:49 |
 | Chainmail | 88 | 56.41% | 90.0 | 45.45% | +14.57% | -4.54% | +4.55% | 4.66% | 08:38 | 05:02 | 07:09 | 08:01 | 09:06 | 25:31 | 01:57 | 01:26 |
 | Phase Boots | 88 | 56.41% | 88.0 | 45.45% | +14.57% | -4.54% | 0.00% | 1.97% | 09:18 | 05:50 | 07:45 | 09:00 | 10:03 | 25:57 | 02:18 | 01:42 |
 | Aghanim's Scepter | 115 | 73.72% | 86.0 | 43.48% | +16.65% | +4.80% | -5.55% | -2.11% | 23:55 | 14:59 | 21:29 | 24:08 | 26:23 | 34:34 | 04:54 | 03:37 |
 | Void Stone | 113 | 72.44% | 84.0 | 43.36% | +15.45% | +3.07% | -0.50% | -0.88% | 14:58 | 07:54 | 11:26 | 13:01 | 15:30 | 48:48 | 04:04 | 03:00 |
 | Null Talisman | 121 | 77.56% | 82.0 | 42.98% | +17.27% | -2.98% | -2.98% | 0.00% | 04:38 | 02:06 | 03:37 | 04:10 | 05:32 | 10:42 | 01:55 | 01:25 |
 | Magic Stick | 141 | 90.38% | 80.0 | 40.43% | +13.76% | +8.14% | +8.14% | 0.00% | 04:24 | -01:29 | 02:21 | 04:01 | 06:22 | 15:49 | 04:01 | 02:58 |
 | Aghanim's Shard | 24 | 15.38% | 78.0 | 54.17% | +17.81% | +29.16% | -20.84% | -6.47% | 30:49 | 20:10 | 26:25 | 28:29 | 34:09 | 50:49 | 07:44 | 05:43 |
 | Boots of Speed | 156 | 100.00% | 76.0 | 39.10% | +39.10% | -5.77% | +7.05% | 7.12% | 04:50 | -01:29 | 03:57 | 04:46 | 05:45 | 10:54 | 01:48 | 01:20 |
 | Eul's Scepter of Divinity | 106 | 67.95% | 74.0 | 40.57% | +4.57% | +3.87% | -17.49% | -6.47% | 15:28 | 09:43 | 13:23 | 15:16 | 16:41 | 27:33 | 03:18 | 02:26 |
 | Wind Lace | 112 | 71.79% | 72.0 | 40.18% | +3.82% | -8.04% | -0.89% | 1.59% | 11:44 | -01:29 | 09:04 | 11:20 | 13:34 | 29:17 | 04:30 | 03:20 |
 | Quelling Blade | 153 | 98.08% | 70.0 | 38.56% | -28.11% | +3.55% | -4.35% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:48 | 00:00 | 00:00 |
 | Bottle | 149 | 95.51% | 68.0 | 38.26% | -18.88% | -3.12% | -11.23% | -8.11% | 01:52 | 00:49 | 01:30 | 01:43 | 02:02 | 07:17 | 00:32 | 00:23 |
 | Magic Wand | 132 | 84.62% | 66.0 | 38.64% | -3.03% | +6.81% | +0.75% | -1.59% | 06:58 | 01:04 | 04:41 | 06:14 | 08:29 | 28:03 | 03:48 | 02:48 |
 | Aeon Disk | 19 | 12.18% | 64.0 | 52.63% | +15.40% | -12.63% | +7.37% | 2.10% | 37:42 | 25:09 | 31:55 | 38:21 | 41:26 | 51:31 | 09:31 | 07:02 |
 | Black King Bar | 27 | 17.31% | 62.0 | 48.15% | +10.94% | +23.28% | -33.86% | -12.56% | 31:35 | 23:22 | 28:52 | 31:22 | 33:25 | 49:33 | 04:33 | 03:22 |
 | Ring of Health | 4 | 2.56% | 60.0 | 75.00% | +36.84% | +25.00% | +25.00% | 0.00% | 36:30 | 31:45 | 31:45 | 31:57 | 33:19 | 48:57 | 01:34 | 01:09 |
 | Dagon | 4 | 2.56% | 58.0 | 75.00% | +36.84% | -75.00% | +25.00% | 0.00% | 35:36 | 29:15 | 29:15 | 34:11 | 37:08 | 41:50 | 07:53 | 05:50 |
 | Dagon (level 3) | 4 | 2.56% | 56.0 | 75.00% | +36.84% | -75.00% | +25.00% | 0.00% | 38:30 | 32:29 | 32:29 | 37:00 | 37:42 | 46:48 | 05:13 | 03:51 |
 | Linken's Sphere | 4 | 2.56% | 54.0 | 75.00% | +36.84% | +25.00% | +25.00% | 0.00% | 37:14 | 32:58 | 32:58 | 32:58 | 34:04 | 48:57 | 01:06 | 00:48 |
 | Dagon (level 2) | 4 | 2.56% | 52.0 | 75.00% | +36.84% | -75.00% | +25.00% | 0.00% | 37:21 | 30:33 | 30:33 | 37:00 | 37:08 | 44:43 | 06:35 | 04:52 |
 | Scythe of Vyse | 2 | 1.28% | 50.0 | 100.00% | +61.69% | 0.00% | 0.00% | 0.00% | 35:08 | 34:12 | 34:12 | 36:04 | 36:04 | 36:04 | 01:52 | 01:22 |
 | Crown | 5 | 3.21% | 48.0 | 60.00% | +21.59% | -60.00% | -60.00% | 0.00% | 36:56 | 29:15 | 29:15 | 37:08 | 41:50 | 42:14 | 12:35 | 09:19 |
 | Dagon (level 4) | 3 | 1.92% | 46.0 | 66.67% | +28.11% | -66.67% | 0.00% | 0.00% | 37:45 | 35:52 | 35:52 | 38:35 | 38:47 | 38:47 | 02:55 | 02:09 |
 | Shiva's Guard | 8 | 5.13% | 44.0 | 37.50% | -1.69% | +12.50% | -37.50% | -7.26% | 37:47 | 27:06 | 33:21 | 38:31 | 40:14 | 42:32 | 06:53 | 05:05 |
 | Blink Dagger | 1 | 0.64% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.64% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.64% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:40 | 16:40 | 16:40 | 16:40 | 16:40 | 16:40 | 00:00 | 00:00 |
 | Urn of Shadows | 16 | 10.26% | 36.0 | 25.00% | -15.71% | +25.00% | 0.00% | -6.55% | 07:27 | 02:41 | 04:41 | 06:39 | 08:30 | 15:40 | 03:49 | 02:49 |
 | Ring of Protection | 17 | 10.90% | 34.0 | 23.53% | -17.48% | +26.47% | +1.47% | -4.69% | 07:59 | 00:24 | 03:13 | 06:41 | 08:33 | 32:09 | 05:20 | 03:57 |
 | Orchid Malevolence | 7 | 4.49% | 32.0 | 28.57% | -11.03% | -28.57% | +21.43% | 0.00% | 15:34 | 12:57 | 14:22 | 15:18 | 17:08 | 17:17 | 02:46 | 02:02 |
 | Power Treads | 8 | 5.13% | 30.0 | 25.00% | -14.86% | +25.00% | +25.00% | 0.00% | 09:53 | 07:54 | 08:09 | 09:42 | 10:17 | 12:58 | 02:08 | 01:34 |
 | Spirit Vessel | 9 | 5.77% | 28.0 | 22.22% | -17.92% | +27.78% | +27.78% | 0.00% | 16:53 | 11:29 | 12:06 | 15:37 | 16:07 | 35:34 | 04:01 | 02:58 |
 | Aghanim's Blessing | 2 | 1.28% | 26.0 | 50.00% | +11.04% | +50.00% | 0.00% | 0.00% | 59:04 | 52:17 | 52:17 | 1:05:51 | 1:05:51 | 1:05:51 | 13:34 | 10:02 |
 | Desolator | 2 | 1.28% | 24.0 | 50.00% | +11.04% | +50.00% | 0.00% | 0.00% | 44:45 | 29:45 | 29:45 | 59:45 | 59:45 | 59:45 | 30:00 | 22:13 |
 | Dagon (level 5) | 2 | 1.28% | 22.0 | 50.00% | +11.04% | -50.00% | 0.00% | 0.00% | 39:45 | 39:21 | 39:21 | 40:09 | 40:09 | 40:09 | 00:48 | 00:35 |
 | Blight Stone | 3 | 1.92% | 20.0 | 33.33% | -5.89% | -33.33% | 0.00% | 0.00% | 29:20 | -01:29 | -01:29 | 29:45 | 59:45 | 59:45 | 1:01:14 | 45:21 |
 | Arcane Boots | 2 | 1.28% | 18.0 | 0.00% | -39.61% | 0.00% | 0.00% | 0.00% | 32:45 | 27:05 | 27:05 | 38:24 | 38:24 | 38:24 | 11:19 | 08:22 |
 | Hand of Midas | 1 | 0.64% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.64% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.64% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.64% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.64% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 1.92% | 6.0 | 0.00% | -39.87% | 0.00% | 0.00% | 0.00% | 09:48 | 03:05 | 03:05 | 05:10 | 21:08 | 21:08 | 18:03 | 13:22 |
 | Falcon Blade | 1 | 0.64% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Buckler | 1 | 0.64% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |