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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 | |
 | Quelling Blade | 10 | 47.62% | 100.0 | 60.00% | +32.73% | +40.00% | -10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Diadem | 6 | 28.57% | 98.1 | 66.67% | +33.34% | -16.67% | +33.33% | 11.63% | 20:48 | 13:25 | 19:42 | 21:15 | 24:00 | 25:08 | 04:18 | 03:11 |
 | Harpoon | 6 | 28.57% | 96.2 | 66.67% | +33.34% | -16.67% | +33.33% | 17.96% | 21:36 | 14:57 | 21:30 | 21:35 | 24:17 | 25:38 | 02:47 | 02:03 |
 | Boots of Speed | 21 | 100.00% | 94.3 | 42.86% | +42.86% | -2.86% | +17.14% | 4.56% | 05:04 | -01:29 | 03:00 | 05:11 | 07:23 | 09:00 | 04:23 | 03:14 |
 | Shadow Blade | 4 | 19.05% | 92.5 | 75.00% | +39.71% | +25.00% | -75.00% | -6.37% | 30:58 | 15:59 | 15:59 | 26:36 | 31:41 | 49:35 | 15:42 | 11:37 |
 | Headdress | 12 | 57.14% | 90.6 | 50.00% | +16.67% | +16.67% | +16.67% | 0.00% | 12:46 | 06:05 | 08:31 | 13:24 | 14:54 | 21:09 | 06:23 | 04:43 |
 | Ring of Health | 12 | 57.14% | 88.7 | 50.00% | +16.67% | -50.00% | +50.00% | 78.95% | 06:17 | 01:59 | 02:24 | 03:07 | 03:40 | 38:17 | 01:16 | 00:56 |
 | Octarine Core | 2 | 9.52% | 86.8 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 41:41 | 36:47 | 36:47 | 46:35 | 46:35 | 46:35 | 09:48 | 07:15 |
 | Guardian Greaves | 2 | 9.52% | 84.9 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 20:53 | 20:48 | 20:48 | 20:57 | 20:57 | 20:57 | 00:09 | 00:06 |
 | Blink Dagger | 20 | 95.24% | 83.0 | 40.00% | -60.00% | 0.00% | 0.00% | 0.00% | 18:55 | 11:34 | 14:12 | 16:52 | 21:35 | 31:54 | 07:23 | 05:28 |
 | Magic Wand | 20 | 95.24% | 81.1 | 40.00% | -60.00% | 0.00% | 0.00% | 0.00% | 07:39 | -01:29 | 02:06 | 05:52 | 10:00 | 30:48 | 07:54 | 05:51 |
 | Void Stone | 7 | 33.33% | 79.2 | 57.14% | +21.43% | +42.86% | -57.14% | -12.05% | 34:41 | 23:04 | 29:18 | 36:37 | 37:36 | 42:39 | 08:18 | 06:08 |
 | Echo Sabre | 7 | 33.33% | 77.4 | 57.14% | +21.43% | -7.14% | -7.14% | 0.00% | 13:06 | 11:20 | 12:18 | 12:44 | 13:28 | 15:18 | 01:10 | 00:51 |
 | Magic Stick | 17 | 80.95% | 75.5 | 41.18% | -8.82% | -16.18% | -16.18% | 0.00% | -00:08 | -01:29 | -01:29 | -01:28 | 01:56 | 02:50 | 03:25 | 02:31 |
 | Power Treads | 14 | 66.67% | 73.6 | 42.86% | 0.00% | -17.86% | +23.81% | 29.76% | 08:57 | 06:08 | 08:17 | 09:09 | 09:41 | 11:29 | 01:24 | 01:02 |
 | Chainmail | 8 | 38.10% | 71.7 | 50.00% | +11.54% | 0.00% | 0.00% | 0.00% | 14:01 | 07:02 | 08:23 | 10:00 | 16:29 | 30:17 | 08:06 | 06:00 |
 | Force Staff | 5 | 23.81% | 69.8 | 60.00% | +22.50% | +40.00% | -60.00% | -10.27% | 35:33 | 24:49 | 24:49 | 29:34 | 34:33 | 1:03:28 | 09:44 | 07:12 |
 | Ring of Protection | 5 | 23.81% | 67.9 | 60.00% | +22.50% | +40.00% | -60.00% | -5.91% | 22:22 | 10:41 | 10:41 | 20:44 | 27:37 | 34:35 | 16:56 | 12:32 |
 | Mekansm | 5 | 23.81% | 66.0 | 60.00% | +22.50% | +40.00% | +40.00% | 0.00% | 11:27 | 08:47 | 08:47 | 10:34 | 11:44 | 16:10 | 02:57 | 02:11 |
 | Fluffy Hat | 6 | 28.57% | 64.2 | 50.00% | +10.00% | 0.00% | -50.00% | -3.79% | 31:23 | 18:23 | 21:21 | 24:39 | 34:33 | 1:03:28 | 13:12 | 09:46 |
 | Vanguard | 10 | 47.62% | 62.3 | 40.00% | -5.45% | -40.00% | +60.00% | 52.17% | 06:09 | 04:21 | 05:19 | 05:50 | 07:14 | 07:57 | 01:55 | 01:25 |
 | Black King Bar | 11 | 52.38% | 60.4 | 36.36% | -13.64% | -3.03% | -36.36% | -3.26% | 26:40 | 18:39 | 20:20 | 26:38 | 30:33 | 36:38 | 10:13 | 07:34 |
 | Arcane Boots | 7 | 33.33% | 58.5 | 42.86% | 0.00% | -42.86% | +7.14% | 20.55% | 08:18 | 03:27 | 04:37 | 05:58 | 07:03 | 24:56 | 02:26 | 01:48 |
 | Pipe of Insight | 7 | 33.33% | 56.6 | 42.86% | 0.00% | +7.14% | +7.14% | 0.00% | 18:54 | 14:24 | 15:40 | 19:12 | 21:07 | 23:38 | 05:27 | 04:02 |
 | Aether Lens | 4 | 19.05% | 54.7 | 50.00% | +8.82% | +50.00% | -50.00% | -11.81% | 36:14 | 29:24 | 29:24 | 34:59 | 37:52 | 42:39 | 08:28 | 06:16 |
 | Buckler | 4 | 19.05% | 52.8 | 50.00% | +8.82% | +50.00% | -50.00% | -11.45% | 25:28 | 18:54 | 18:54 | 20:44 | 27:38 | 34:35 | 08:44 | 06:28 |
 | Lotus Orb | 1 | 4.76% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.76% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 4.76% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.76% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.76% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 4.76% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.76% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 00:00 | 00:00 |
 | Wind Lace | 5 | 23.81% | 37.7 | 40.00% | -3.75% | -40.00% | -40.00% | 0.00% | 13:58 | 04:21 | 04:21 | 14:48 | 18:39 | 19:21 | 14:18 | 10:35 |
 | Wraith Band | 7 | 33.33% | 35.8 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 09:14 | 00:33 | 02:11 | 09:09 | 09:12 | 26:34 | 07:01 | 05:11 |
 | Aghanim's Shard | 2 | 9.52% | 34.0 | 50.00% | +7.89% | +50.00% | 0.00% | 0.00% | 36:50 | 25:15 | 25:15 | 48:25 | 48:25 | 48:25 | 23:10 | 17:09 |
 | Manta Style | 2 | 9.52% | 32.1 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 35:01 | 32:20 | 32:20 | 37:41 | 37:41 | 37:41 | 05:21 | 03:57 |
 | Refresher Orb | 2 | 9.52% | 30.2 | 50.00% | +7.89% | +50.00% | 0.00% | 0.00% | 55:25 | 40:31 | 40:31 | 1:10:19 | 1:10:19 | 1:10:19 | 29:48 | 22:04 |
 | Yasha | 2 | 9.52% | 28.3 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 30:43 | 25:47 | 25:47 | 35:39 | 35:39 | 35:39 | 09:52 | 07:18 |
 | Crown | 3 | 14.29% | 26.4 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 23:40 | 19:20 | 19:20 | 21:23 | 30:17 | 30:17 | 10:57 | 08:06 |
 | Medallion of Courage | 3 | 14.29% | 24.5 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 |
 | Solar Crest | 3 | 14.29% | 22.6 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 24:20 | 19:21 | 19:21 | 23:10 | 30:29 | 30:29 | 11:08 | 08:14 |
 | Blight Stone | 3 | 14.29% | 20.8 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 |
 | Assault Cuirass | 1 | 4.76% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 9.52% | 17.0 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 21:39 | 16:53 | 16:53 | 26:25 | 26:25 | 26:25 | 09:32 | 07:03 |
 | Linken's Sphere | 2 | 9.52% | 15.1 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 48:09 | 42:38 | 42:38 | 53:39 | 53:39 | 53:39 | 11:01 | 08:09 |
 | Scythe of Vyse | 1 | 4.76% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.76% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Bracer | 1 | 4.76% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:43 | 09:43 | 09:43 | 09:43 | 09:43 | 09:43 | 00:00 | 00:00 |
 | Bottle | 2 | 9.52% | 7.5 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 01:46 | 01:38 | 01:38 | 01:54 | 01:54 | 01:54 | 00:16 | 00:11 |
 | Ghost Scepter | 1 | 4.76% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 9.52% | 3.8 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 19:27 | 15:05 | 15:05 | 23:49 | 23:49 | 23:49 | 08:44 | 06:28 |
 | Cornucopia | 3 | 14.29% | 1.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 55:22 | 42:19 | 42:19 | 53:29 | 1:10:19 | 1:10:19 | 28:00 | 20:44 |