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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 | |
 | Hurricane Pike | 10 | 34.48% | 100.0 | 80.00% | +43.16% | -13.33% | -30.00% | -1.44% | 29:27 | 19:16 | 22:21 | 30:07 | 33:57 | 40:00 | 11:36 | 08:35 |
 | Buckler | 4 | 13.79% | 98.0 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 34:41 | 27:21 | 27:21 | 30:26 | 38:24 | 42:34 | 11:03 | 08:11 |
 | Ring of Protection | 11 | 37.93% | 96.1 | 72.73% | +33.84% | +27.27% | -6.06% | -6.78% | 09:34 | -01:29 | 00:38 | 02:53 | 05:33 | 42:33 | 04:55 | 03:38 |
 | Dragon Lance | 23 | 79.31% | 94.1 | 60.87% | +44.20% | +5.80% | -10.87% | -4.98% | 14:42 | 09:10 | 11:48 | 13:30 | 15:09 | 29:27 | 03:21 | 02:28 |
 | Void Stone | 6 | 20.69% | 92.2 | 83.33% | +39.85% | -33.33% | +16.67% | 2.73% | 24:19 | 08:05 | 12:14 | 18:51 | 30:34 | 47:51 | 18:20 | 13:34 |
 | Black King Bar | 16 | 55.17% | 90.2 | 62.50% | +24.04% | +12.50% | -12.50% | -2.72% | 22:49 | 17:09 | 18:24 | 21:13 | 27:35 | 32:04 | 09:11 | 06:48 |
 | Assault Cuirass | 3 | 10.34% | 88.2 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 33:15 | 28:58 | 28:58 | 31:01 | 39:47 | 39:47 | 10:49 | 08:00 |
 | Wraith Band | 17 | 58.62% | 86.3 | 58.82% | +17.15% | -8.82% | +16.18% | 12.93% | 03:54 | 01:05 | 01:34 | 02:37 | 03:30 | 17:18 | 01:56 | 01:25 |
 | Boots of Speed | 29 | 100.00% | 84.3 | 51.72% | +51.72% | +19.71% | -8.86% | -10.99% | 04:59 | -01:29 | 03:40 | 04:55 | 06:16 | 10:12 | 02:36 | 01:55 |
 | Force Staff | 15 | 51.72% | 82.4 | 60.00% | +17.14% | -35.00% | +15.00% | 3.86% | 27:16 | 18:29 | 19:51 | 28:02 | 32:48 | 39:39 | 12:57 | 09:35 |
 | Urn of Shadows | 9 | 31.03% | 80.4 | 66.67% | +21.67% | +33.33% | -16.67% | -14.35% | 04:56 | 02:28 | 02:34 | 03:53 | 06:03 | 11:08 | 03:29 | 02:34 |
 | Magic Wand | 21 | 72.41% | 78.4 | 52.38% | +2.38% | +7.62% | -12.38% | -3.55% | 06:40 | -01:29 | 03:39 | 07:14 | 09:17 | 14:56 | 05:38 | 04:10 |
 | Fluffy Hat | 17 | 58.62% | 76.5 | 52.94% | +2.94% | -27.94% | +22.06% | 3.54% | 24:51 | 08:39 | 18:28 | 26:17 | 32:35 | 39:39 | 14:07 | 10:27 |
 | Power Treads | 17 | 58.62% | 74.5 | 52.94% | +2.94% | +22.06% | -2.94% | -9.32% | 08:14 | 05:21 | 06:49 | 08:23 | 09:30 | 11:27 | 02:41 | 01:59 |
 | Magic Stick | 21 | 72.41% | 72.5 | 47.62% | -14.88% | -7.62% | -27.62% | -2.67% | 05:14 | -01:29 | -01:29 | 04:26 | 08:58 | 14:56 | 10:27 | 07:44 |
 | Wind Lace | 9 | 31.03% | 70.6 | 55.56% | +5.56% | -5.56% | -55.56% | -7.30% | 10:31 | 06:10 | 06:40 | 09:31 | 13:31 | 15:42 | 06:51 | 05:04 |
 | Eye of Skadi | 4 | 13.79% | 68.6 | 75.00% | +27.00% | +25.00% | +25.00% | 0.00% | 35:38 | 28:16 | 28:16 | 35:49 | 37:08 | 41:17 | 08:52 | 06:34 |
 | Ring of Health | 2 | 6.90% | 66.7 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 29:26 | 28:17 | 28:17 | 30:34 | 30:34 | 30:34 | 02:17 | 01:41 |
 | Sange | 2 | 6.90% | 64.7 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 20:49 | 17:35 | 17:35 | 24:02 | 24:02 | 24:02 | 06:27 | 04:46 |
 | Heaven's Halberd | 2 | 6.90% | 62.7 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 25:37 | 25:19 | 25:19 | 25:55 | 25:55 | 25:55 | 00:36 | 00:26 |
 | Spirit Vessel | 2 | 6.90% | 60.8 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 16:01 | 14:41 | 14:41 | 17:20 | 17:20 | 17:20 | 02:39 | 01:57 |
 | Butterfly | 2 | 6.90% | 58.8 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 38:05 | 37:43 | 37:43 | 38:26 | 38:26 | 38:26 | 00:43 | 00:31 |
 | Blink Dagger | 8 | 27.59% | 56.9 | 50.00% | -2.38% | -50.00% | 0.00% | 3.45% | 29:38 | 17:29 | 20:46 | 29:08 | 35:15 | 45:03 | 14:29 | 10:43 |
 | Orchid Malevolence | 3 | 10.34% | 54.9 | 66.67% | +16.67% | +33.33% | 0.00% | -5.05% | 15:07 | 12:25 | 12:25 | 13:55 | 19:01 | 19:01 | 06:36 | 04:53 |
 | Yasha | 1 | 3.45% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.45% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.45% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.45% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.45% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.45% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.45% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.45% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.45% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.45% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 17.24% | 33.3 | 40.00% | -14.17% | -40.00% | -40.00% | 0.00% | 28:24 | 16:17 | 16:17 | 25:26 | 33:19 | 43:31 | 17:02 | 12:37 |
 | Tranquil Boots | 5 | 17.24% | 31.4 | 40.00% | -14.17% | -40.00% | -40.00% | 0.00% | 10:38 | 07:12 | 07:12 | 09:52 | 12:38 | 14:35 | 05:26 | 04:01 |
 | Bottle | 3 | 10.34% | 29.4 | 33.33% | -20.52% | -33.33% | 0.00% | 33.33% | 01:57 | 01:33 | 01:33 | 01:59 | 02:18 | 02:18 | 00:45 | 00:33 |
 | Drum of Endurance | 3 | 10.34% | 27.5 | 33.33% | -20.52% | -33.33% | 0.00% | 8.16% | 17:12 | 15:42 | 15:42 | 16:06 | 19:47 | 19:47 | 04:05 | 03:01 |
 | Quelling Blade | 5 | 17.24% | 25.5 | 20.00% | -38.33% | -20.00% | -20.00% | 0.00% | 07:38 | 03:24 | 03:24 | 06:09 | 10:18 | 14:25 | 06:54 | 05:06 |
 | Maelstrom | 1 | 3.45% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Javelin | 1 | 3.45% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.45% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Crown | 3 | 10.34% | 17.6 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 16:12 | 07:34 | 07:34 | 10:01 | 31:01 | 31:01 | 23:27 | 17:22 |
 | Blight Stone | 1 | 3.45% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 6.90% | 13.7 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 32:34 | 31:45 | 31:45 | 33:23 | 33:23 | 33:23 | 01:38 | 01:12 |
 | Solar Crest | 1 | 3.45% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.45% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.45% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 6.90% | 5.9 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 14:13 | 12:34 | 12:34 | 15:52 | 15:52 | 15:52 | 03:18 | 02:26 |
 | Medallion of Courage | 1 | 3.45% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.45% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |