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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 | |
 | Sange | 15 | 34.09% | 100.0 | 73.33% | +28.50% | +1.67% | +26.67% | 3.81% | 25:43 | 13:38 | 19:13 | 22:16 | 25:47 | 48:26 | 06:34 | 04:51 |
 | Ring of Protection | 4 | 9.09% | 98.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:32 | 05:19 | 05:19 | 30:24 | 38:54 | 39:31 | 33:35 | 24:52 |
 | Void Stone | 9 | 20.45% | 96.6 | 77.78% | +29.21% | +22.22% | +22.22% | 0.00% | 25:12 | 10:36 | 14:17 | 19:12 | 27:55 | 55:22 | 13:38 | 10:05 |
 | Magic Stick | 43 | 97.73% | 94.9 | 55.81% | +55.81% | +16.92% | +7.83% | -6.20% | 03:35 | -01:29 | 02:16 | 02:38 | 03:44 | 15:50 | 01:28 | 01:05 |
 | Kaya and Sange | 13 | 29.55% | 93.2 | 69.23% | +20.84% | -2.56% | +30.77% | 2.67% | 27:40 | 13:38 | 19:13 | 25:25 | 31:42 | 49:15 | 12:29 | 09:14 |
 | Wind Lace | 13 | 29.55% | 91.5 | 69.23% | +20.84% | +30.77% | -35.90% | -7.75% | 12:56 | 07:05 | 07:39 | 12:09 | 16:15 | 22:28 | 08:36 | 06:22 |
 | Black King Bar | 13 | 29.55% | 89.8 | 69.23% | +20.84% | -2.56% | -2.56% | 0.00% | 27:42 | 20:06 | 22:50 | 28:21 | 29:27 | 37:23 | 06:37 | 04:54 |
 | Magic Wand | 44 | 100.00% | 88.1 | 54.55% | +54.55% | 0.00% | +9.09% | 2.63% | 06:02 | -01:29 | 04:02 | 05:17 | 07:29 | 15:51 | 03:27 | 02:33 |
 | Bottle | 44 | 100.00% | 86.4 | 54.55% | +54.55% | +9.09% | -18.19% | -27.28% | 01:44 | 00:43 | 01:23 | 01:38 | 01:53 | 04:13 | 00:30 | 00:22 |
 | Boots of Speed | 44 | 100.00% | 84.7 | 54.55% | +54.55% | 0.00% | -9.10% | -4.59% | 04:50 | 01:22 | 04:01 | 04:51 | 06:00 | 07:27 | 01:59 | 01:28 |
 | Kaya | 17 | 38.64% | 83.1 | 64.71% | +16.56% | +10.29% | +10.29% | 0.00% | 24:32 | 08:57 | 17:08 | 24:32 | 31:25 | 41:39 | 14:17 | 10:34 |
 | Power Treads | 34 | 77.27% | 81.4 | 55.88% | +5.88% | +10.79% | -18.38% | -15.09% | 08:08 | 05:28 | 07:08 | 07:52 | 09:04 | 11:25 | 01:56 | 01:25 |
 | Quelling Blade | 14 | 31.82% | 79.7 | 64.29% | +14.29% | -14.29% | +2.38% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Echo Sabre | 25 | 56.82% | 78.0 | 56.00% | +3.37% | +27.33% | -56.00% | -36.76% | 13:53 | 10:56 | 12:07 | 13:32 | 14:23 | 18:22 | 02:16 | 01:40 |
 | Aghanim's Scepter | 15 | 34.09% | 76.3 | 60.00% | +8.28% | +40.00% | +15.00% | -4.03% | 26:31 | 20:27 | 21:47 | 23:36 | 27:59 | 40:40 | 06:12 | 04:35 |
 | Ring of Health | 3 | 6.82% | 74.6 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 40:17 | 27:15 | 27:15 | 38:15 | 55:21 | 55:21 | 28:06 | 20:48 |
 | Buckler | 3 | 6.82% | 72.9 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 36:16 | 30:24 | 30:24 | 38:54 | 39:31 | 39:31 | 09:07 | 06:45 |
 | Dagon (level 3) | 5 | 11.36% | 71.2 | 80.00% | +28.72% | +20.00% | +20.00% | 0.00% | 30:46 | 27:11 | 27:11 | 30:14 | 31:26 | 36:09 | 04:15 | 03:08 |
 | Diadem | 14 | 31.82% | 69.5 | 57.14% | +3.81% | -7.14% | +9.53% | 1.09% | 16:48 | 08:01 | 09:36 | 10:29 | 24:57 | 47:37 | 15:21 | 11:22 |
 | Desolator | 17 | 38.64% | 67.8 | 52.94% | -2.62% | +22.06% | -27.94% | -7.89% | 22:07 | 16:07 | 18:24 | 21:25 | 24:44 | 32:08 | 06:20 | 04:41 |
 | Blight Stone | 17 | 38.64% | 66.1 | 52.94% | -2.62% | +22.06% | -27.94% | -6.01% | 19:10 | 11:26 | 13:42 | 19:05 | 22:01 | 31:53 | 08:19 | 06:09 |
 | Dagon | 11 | 25.00% | 64.4 | 54.55% | 0.00% | -21.22% | +12.12% | 26.67% | 15:30 | 11:20 | 13:18 | 14:19 | 14:33 | 27:29 | 01:15 | 00:55 |
 | Linken's Sphere | 6 | 13.64% | 62.7 | 66.67% | +14.04% | +33.33% | -66.67% | -9.82% | 32:07 | 19:48 | 28:04 | 31:48 | 38:15 | 41:50 | 10:11 | 07:32 |
 | Helm of Iron Will | 6 | 13.64% | 61.0 | 66.67% | +14.04% | -16.67% | +33.33% | 6.45% | 33:09 | 23:18 | 29:08 | 31:05 | 36:53 | 45:15 | 07:45 | 05:44 |
 | Dagon (level 2) | 6 | 13.64% | 59.3 | 66.67% | +14.04% | -16.67% | +33.33% | 11.19% | 28:22 | 23:54 | 24:55 | 28:35 | 29:23 | 34:34 | 04:28 | 03:18 |
 | Nullifier | 6 | 13.64% | 57.6 | 66.67% | +14.04% | +33.33% | +33.33% | 0.00% | 36:17 | 23:42 | 31:18 | 34:45 | 44:15 | 46:45 | 12:57 | 09:35 |
 | Eul's Scepter of Divinity | 6 | 13.64% | 55.9 | 66.67% | +14.04% | +33.33% | +33.33% | 0.00% | 19:40 | 14:29 | 17:06 | 18:30 | 22:29 | 26:54 | 05:23 | 03:59 |
 | Bracer | 18 | 40.91% | 54.2 | 44.44% | -17.10% | -4.44% | -44.44% | -39.34% | 04:05 | 02:39 | 03:12 | 03:44 | 04:13 | 07:46 | 01:01 | 00:45 |
 | Ethereal Blade | 4 | 9.09% | 52.5 | 75.00% | +22.50% | +25.00% | +25.00% | 0.00% | 34:43 | 20:41 | 20:41 | 31:46 | 35:56 | 50:30 | 15:15 | 11:17 |
 | Dagon (level 4) | 4 | 9.09% | 50.8 | 75.00% | +22.50% | +25.00% | +25.00% | 0.00% | 34:05 | 30:20 | 30:20 | 32:26 | 35:57 | 37:36 | 05:37 | 04:09 |
 | Octarine Core | 2 | 4.55% | 49.2 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 46:37 | 36:31 | 36:31 | 56:43 | 56:43 | 56:43 | 20:12 | 14:57 |
 | Scythe of Vyse | 2 | 4.55% | 47.5 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 38:33 | 34:53 | 34:53 | 42:12 | 42:12 | 42:12 | 07:19 | 05:25 |
 | Assault Cuirass | 2 | 4.55% | 45.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 39:59 | 39:54 | 39:54 | 40:03 | 40:03 | 40:03 | 00:09 | 00:06 |
 | Witch Blade | 2 | 4.55% | 44.1 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 12:52 | 12:48 | 12:48 | 12:56 | 12:56 | 12:56 | 00:08 | 00:05 |
 | Wraith Band | 7 | 15.91% | 42.4 | 57.14% | +3.09% | +42.86% | -7.14% | -26.79% | 05:25 | 03:31 | 03:46 | 04:33 | 05:38 | 10:22 | 01:52 | 01:22 |
 | Crystalys | 8 | 18.18% | 40.7 | 50.00% | -5.56% | +50.00% | -50.00% | -7.01% | 31:57 | 18:02 | 23:45 | 27:46 | 38:01 | 46:04 | 14:16 | 10:34 |
 | Boots of Travel | 5 | 11.36% | 39.0 | 60.00% | +6.15% | -60.00% | +40.00% | 20.41% | 43:17 | 39:22 | 39:22 | 44:11 | 44:16 | 44:55 | 04:54 | 03:37 |
 | Cornucopia | 6 | 13.64% | 37.3 | 50.00% | -5.26% | +50.00% | -50.00% | -4.59% | 33:12 | 15:50 | 19:28 | 31:48 | 41:16 | 57:50 | 21:48 | 16:08 |
 | Silver Edge | 3 | 6.82% | 35.6 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 43:08 | 31:36 | 31:36 | 42:26 | 55:21 | 55:21 | 23:45 | 17:35 |
 | Harpoon | 3 | 6.82% | 33.9 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 37:33 | 30:54 | 30:54 | 33:55 | 47:50 | 47:50 | 16:56 | 12:32 |
 | Chainmail | 3 | 6.82% | 32.2 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 06:46 | 06:12 | 06:12 | 06:45 | 07:22 | 07:22 | 01:10 | 00:51 |
 | Dagon (level 5) | 3 | 6.82% | 30.5 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 36:22 | 34:51 | 34:51 | 35:57 | 38:19 | 38:19 | 03:28 | 02:34 |
 | Ghost Scepter | 3 | 6.82% | 28.8 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 28:12 | 20:08 | 20:08 | 29:00 | 35:28 | 35:28 | 15:20 | 11:21 |
 | Phase Boots | 3 | 6.82% | 27.1 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 07:17 | 06:47 | 06:47 | 07:15 | 07:50 | 07:50 | 01:03 | 00:46 |
 | Shadow Blade | 3 | 6.82% | 25.4 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 41:34 | 31:21 | 31:21 | 42:10 | 51:11 | 51:11 | 19:50 | 14:41 |
 | Daedalus | 4 | 9.09% | 23.7 | 50.00% | -5.00% | +50.00% | -50.00% | 0.00% | 32:49 | 22:35 | 22:35 | 31:10 | 32:09 | 45:20 | 09:34 | 07:05 |
 | Heaven's Halberd | 1 | 2.27% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.27% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:16 | 05:16 | 05:16 | 05:16 | 05:16 | 05:16 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.27% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.27% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.27% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:51 | 06:51 | 06:51 | 06:51 | 06:51 | 06:51 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.27% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.27% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.27% | 10.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 4.55% | 8.5 | 50.00% | -4.76% | -50.00% | 0.00% | 0.00% | 08:10 | 07:17 | 07:17 | 09:02 | 09:02 | 09:02 | 01:45 | 01:17 |
 | Hand of Midas | 1 | 2.27% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:22 | 17:22 | 17:22 | 17:22 | 17:22 | 17:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.27% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 00:00 | 00:00 |
 | Yasha | 2 | 4.55% | 3.4 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 28:20 | 26:00 | 26:00 | 30:40 | 30:40 | 30:40 | 04:40 | 03:27 |
 | Manta Style | 2 | 4.55% | 1.7 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 28:51 | 26:47 | 26:47 | 30:54 | 30:54 | 30:54 | 04:07 | 03:02 |