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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 | |
 | Aghanim's Scepter | 19 | 14.50% | 100.0 | 78.95% | +30.74% | +21.05% | -18.95% | -3.15% | 36:44 | 23:16 | 28:23 | 36:02 | 41:06 | 56:28 | 12:43 | 09:25 |
 | Magic Wand | 108 | 82.44% | 98.0 | 57.41% | +26.98% | +16.66% | -12.97% | -6.63% | 12:14 | 02:19 | 09:23 | 11:18 | 13:51 | 39:51 | 04:28 | 03:18 |
 | Drum of Endurance | 13 | 9.92% | 96.1 | 76.92% | +26.92% | +23.08% | -10.25% | -1.66% | 33:09 | 11:59 | 22:29 | 26:39 | 42:32 | 1:03:04 | 20:03 | 14:51 |
 | Wind Lace | 121 | 92.37% | 94.1 | 53.72% | +13.72% | +2.95% | +2.95% | 0.00% | 04:44 | -01:30 | -01:29 | 05:21 | 08:16 | 27:42 | 09:45 | 07:13 |
 | Magic Stick | 126 | 96.18% | 92.2 | 53.17% | +13.17% | +9.33% | -8.01% | -2.47% | 04:23 | -01:30 | 00:59 | 03:41 | 08:00 | 14:20 | 07:01 | 05:11 |
 | Boots of Speed | 131 | 100.00% | 90.2 | 52.67% | +52.67% | -1.15% | +4.91% | 1.71% | 06:18 | -01:29 | 04:56 | 06:40 | 08:29 | 13:31 | 03:33 | 02:37 |
 | Aghanim's Shard | 52 | 39.69% | 88.2 | 57.69% | +8.32% | +19.23% | -42.31% | -5.31% | 30:19 | 15:06 | 23:38 | 28:09 | 35:13 | 1:03:53 | 11:35 | 08:34 |
 | Tranquil Boots | 112 | 85.50% | 86.3 | 52.68% | +0.05% | -2.68% | -2.68% | 0.00% | 10:40 | 04:32 | 08:07 | 10:04 | 12:08 | 28:12 | 04:01 | 02:58 |
 | Force Staff | 87 | 66.41% | 84.3 | 52.87% | +0.60% | +1.68% | -21.05% | -2.96% | 25:04 | 15:36 | 20:17 | 23:51 | 27:57 | 42:58 | 07:40 | 05:40 |
 | Fluffy Hat | 106 | 80.92% | 82.4 | 50.00% | -14.00% | +5.56% | -7.69% | -2.13% | 15:27 | 05:12 | 11:12 | 13:20 | 17:26 | 42:58 | 06:14 | 04:37 |
 | Void Stone | 11 | 8.40% | 80.4 | 72.73% | +21.90% | +27.27% | +27.27% | 0.00% | 32:26 | 17:24 | 24:34 | 34:42 | 35:20 | 47:17 | 10:46 | 07:58 |
 | Ring of Health | 16 | 12.21% | 78.4 | 62.50% | +11.20% | +12.50% | -12.50% | -1.74% | 25:58 | 14:10 | 17:45 | 23:21 | 32:05 | 42:33 | 14:20 | 10:37 |
 | Black King Bar | 6 | 4.58% | 76.5 | 83.33% | +32.13% | +16.67% | -83.33% | -5.57% | 51:09 | 39:08 | 44:17 | 47:56 | 1:02:14 | 1:03:31 | 17:57 | 13:17 |
 | Arcane Boots | 6 | 4.58% | 74.5 | 83.33% | +32.13% | +16.67% | +16.67% | 0.00% | 20:52 | 10:12 | 13:26 | 14:30 | 27:09 | 37:19 | 13:43 | 10:09 |
 | Lotus Orb | 8 | 6.11% | 72.5 | 75.00% | +23.78% | +25.00% | +25.00% | 0.00% | 33:49 | 23:47 | 27:49 | 32:05 | 38:19 | 42:43 | 10:30 | 07:46 |
 | Glimmer Cape | 18 | 13.74% | 70.6 | 55.56% | +3.35% | +4.44% | -30.56% | -4.90% | 27:20 | 20:37 | 23:23 | 26:13 | 30:32 | 39:42 | 07:09 | 05:17 |
 | Ghost Scepter | 18 | 13.74% | 68.6 | 55.56% | +3.35% | +4.44% | -5.56% | -0.83% | 36:19 | 24:39 | 28:49 | 34:53 | 40:54 | 49:27 | 12:05 | 08:57 |
 | Null Talisman | 3 | 2.29% | 66.7 | 100.00% | +48.44% | 0.00% | 0.00% | 0.00% | 19:48 | 15:03 | 15:03 | 17:40 | 26:40 | 26:40 | 11:37 | 08:36 |
 | Headdress | 5 | 3.82% | 64.7 | 80.00% | +28.41% | -80.00% | +20.00% | 0.00% | 21:41 | 14:32 | 14:32 | 22:04 | 23:35 | 26:44 | 09:03 | 06:42 |
 | Wraith Band | 5 | 3.82% | 62.7 | 80.00% | +28.41% | +20.00% | +20.00% | 0.00% | 27:12 | 15:53 | 15:53 | 27:37 | 31:30 | 41:05 | 15:37 | 11:34 |
 | Aeon Disk | 5 | 3.82% | 60.8 | 80.00% | +28.41% | +20.00% | +20.00% | 0.00% | 47:33 | 34:30 | 34:30 | 44:04 | 50:45 | 1:08:46 | 16:15 | 12:02 |
 | Quelling Blade | 17 | 12.98% | 58.8 | 52.94% | +0.31% | +22.06% | +22.06% | 0.00% | 07:05 | -01:29 | -01:29 | 06:42 | 12:36 | 24:00 | 14:05 | 10:25 |
 | Ring of Protection | 41 | 31.30% | 56.9 | 41.46% | -16.32% | -1.46% | +8.54% | 0.74% | 07:58 | -01:30 | -01:29 | -01:28 | 15:00 | 32:54 | 16:29 | 12:12 |
 | Hood of Defiance | 8 | 6.11% | 54.9 | 62.50% | +10.47% | -12.50% | -62.50% | -8.33% | 20:05 | 14:10 | 15:40 | 17:59 | 21:40 | 30:18 | 06:00 | 04:26 |
 | Pipe of Insight | 4 | 3.05% | 52.9 | 75.00% | +23.03% | -75.00% | +25.00% | 0.00% | 25:34 | 23:20 | 23:20 | 25:27 | 26:37 | 26:51 | 03:17 | 02:25 |
 | Chainmail | 4 | 3.05% | 51.0 | 75.00% | +23.03% | -75.00% | +25.00% | 0.00% | 14:40 | 10:55 | 10:55 | 13:12 | 14:26 | 20:08 | 03:31 | 02:36 |
 | Eul's Scepter of Divinity | 2 | 1.53% | 49.0 | 100.00% | +48.06% | 0.00% | 0.00% | 0.00% | 37:44 | 36:52 | 36:52 | 38:36 | 38:36 | 38:36 | 01:44 | 01:17 |
 | Blade Mail | 2 | 1.53% | 47.1 | 100.00% | +48.06% | 0.00% | 0.00% | 0.00% | 18:12 | 15:12 | 15:12 | 21:12 | 21:12 | 21:12 | 06:00 | 04:26 |
 | Soul Ring | 7 | 5.34% | 45.1 | 57.14% | +4.72% | -7.14% | -7.14% | 0.00% | 23:51 | 14:03 | 17:08 | 25:03 | 28:34 | 32:54 | 11:26 | 08:28 |
 | Blink Dagger | 3 | 2.29% | 43.1 | 66.67% | +14.33% | +33.33% | 0.00% | 0.00% | 51:01 | 30:51 | 30:51 | 47:38 | 1:14:34 | 1:14:34 | 43:43 | 32:22 |
 | Buckler | 7 | 5.34% | 41.2 | 42.86% | -10.37% | +7.14% | -42.86% | -6.30% | 35:32 | 15:04 | 25:30 | 31:52 | 33:26 | 1:01:28 | 07:56 | 05:52 |
 | Urn of Shadows | 13 | 9.92% | 39.2 | 30.77% | -24.31% | +2.56% | +2.56% | 0.00% | 16:18 | 12:21 | 12:41 | 16:02 | 17:34 | 26:12 | 04:53 | 03:37 |
 | Boots of Bearing | 4 | 3.05% | 37.3 | 50.00% | -2.76% | +50.00% | -50.00% | 0.00% | 51:18 | 39:51 | 39:51 | 42:46 | 57:57 | 1:04:38 | 18:06 | 13:24 |
 | Ring of Basilius | 4 | 3.05% | 35.3 | 50.00% | -2.76% | +50.00% | -50.00% | 0.00% | 38:43 | 14:09 | 14:09 | 25:52 | 53:24 | 1:01:28 | 39:15 | 29:04 |
 | Aghanim's Blessing | 1 | 0.76% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.76% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.76% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 3.82% | 27.5 | 40.00% | -13.17% | -40.00% | +60.00% | 0.00% | 34:19 | 30:35 | 30:35 | 34:31 | 35:13 | 38:13 | 04:38 | 03:25 |
 | Sange | 5 | 3.82% | 25.5 | 40.00% | -13.17% | -40.00% | +60.00% | 0.00% | 27:21 | 25:15 | 25:15 | 27:42 | 29:01 | 29:16 | 03:46 | 02:47 |
 | Bracer | 5 | 3.82% | 23.5 | 40.00% | -13.17% | -40.00% | -40.00% | 0.00% | 15:18 | 12:47 | 12:47 | 14:15 | 16:29 | 19:02 | 03:42 | 02:44 |
 | Phase Boots | 2 | 1.53% | 21.6 | 50.00% | -2.71% | -50.00% | 0.00% | 0.00% | 13:24 | 13:02 | 13:02 | 13:45 | 13:45 | 13:45 | 00:43 | 00:31 |
 | Helm of Iron Will | 2 | 1.53% | 19.6 | 50.00% | -2.71% | -50.00% | 0.00% | 0.00% | 41:35 | 40:15 | 40:15 | 42:55 | 42:55 | 42:55 | 02:40 | 01:58 |
 | Crimson Guard | 2 | 1.53% | 17.6 | 50.00% | -2.71% | -50.00% | 0.00% | 0.00% | 42:24 | 40:15 | 40:15 | 44:33 | 44:33 | 44:33 | 04:18 | 03:11 |
 | Spirit Vessel | 5 | 3.82% | 15.7 | 20.00% | -33.97% | -20.00% | +80.00% | 0.00% | 26:31 | 21:07 | 21:07 | 23:46 | 32:06 | 33:36 | 10:59 | 08:08 |
 | Linken's Sphere | 1 | 0.76% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.76% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 1.53% | 9.8 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 57:26 | 53:24 | 53:24 | 1:01:28 | 1:01:28 | 1:01:28 | 08:04 | 05:58 |
 | Crown | 1 | 0.76% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:23 | 54:23 | 54:23 | 54:23 | 54:23 | 54:23 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.76% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 1.53% | 3.9 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 57:26 | 53:24 | 53:24 | 1:01:28 | 1:01:28 | 1:01:28 | 08:04 | 05:58 |
 | Wraith Pact | 1 | 0.76% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:21 | 58:21 | 58:21 | 58:21 | 58:21 | 58:21 | 00:00 | 00:00 |