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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 | |
 | Assault Cuirass | 31 | 36.47% | 100.0 | 77.42% | +36.68% | -2.42% | -27.42% | -2.75% | 33:23 | 19:34 | 27:30 | 32:34 | 36:36 | 50:22 | 09:06 | 06:44 |
 | Buckler | 33 | 38.82% | 98.1 | 72.73% | +30.42% | +2.27% | -22.73% | -2.92% | 31:49 | 18:59 | 26:39 | 31:38 | 35:13 | 50:02 | 08:34 | 06:20 |
 | Ring of Protection | 33 | 38.82% | 96.3 | 72.73% | +30.42% | +2.27% | -22.73% | -2.92% | 31:48 | 18:58 | 26:39 | 31:38 | 35:13 | 50:02 | 08:34 | 06:20 |
 | Morbid Mask | 25 | 29.41% | 94.4 | 72.00% | +25.33% | +28.00% | -22.00% | -4.12% | 38:13 | 26:20 | 30:32 | 39:34 | 42:40 | 59:14 | 12:08 | 08:59 |
 | Refresher Orb | 62 | 72.94% | 92.6 | 61.29% | +26.51% | +26.21% | -14.62% | -7.10% | 27:05 | 20:54 | 23:22 | 25:43 | 29:07 | 40:19 | 05:45 | 04:15 |
 | Wind Lace | 21 | 24.71% | 90.7 | 71.43% | +22.99% | -31.43% | +8.57% | 8.03% | 08:50 | 02:50 | 05:26 | 06:59 | 10:25 | 21:33 | 04:59 | 03:41 |
 | Void Stone | 73 | 85.88% | 88.9 | 58.90% | +33.90% | +2.21% | -8.90% | -2.10% | 21:33 | 06:53 | 18:28 | 20:18 | 23:46 | 40:54 | 05:18 | 03:55 |
 | Ring of Health | 72 | 84.71% | 87.0 | 58.33% | +27.56% | +2.78% | -2.77% | -1.03% | 22:12 | 08:31 | 18:49 | 20:43 | 24:13 | 40:53 | 05:24 | 04:00 |
 | Blink Dagger | 15 | 17.65% | 85.2 | 73.33% | +23.33% | +1.67% | +1.67% | 0.00% | 34:01 | 20:40 | 28:18 | 34:36 | 36:56 | 50:08 | 08:38 | 06:23 |
 | Magic Wand | 80 | 94.12% | 83.3 | 56.25% | +36.25% | -6.25% | +13.75% | 4.32% | 05:03 | -01:29 | 02:42 | 04:49 | 07:20 | 18:06 | 04:38 | 03:25 |
 | Shiva's Guard | 10 | 11.76% | 81.5 | 80.00% | +29.33% | +20.00% | +20.00% | 0.00% | 34:13 | 24:30 | 31:53 | 32:53 | 36:53 | 46:43 | 05:00 | 03:42 |
 | Black King Bar | 83 | 97.65% | 79.6 | 55.42% | +55.42% | -3.04% | -3.04% | 0.00% | 16:48 | 13:27 | 15:45 | 16:35 | 17:19 | 23:24 | 01:34 | 01:09 |
 | Boots of Speed | 85 | 100.00% | 77.8 | 54.12% | +54.12% | +3.02% | -1.74% | -3.10% | 03:06 | 00:50 | 02:09 | 02:51 | 03:41 | 07:20 | 01:32 | 01:08 |
 | Power Treads | 83 | 97.65% | 75.9 | 54.22% | +4.22% | +17.21% | -6.60% | -12.11% | 07:19 | 04:35 | 06:14 | 07:05 | 08:12 | 11:22 | 01:58 | 01:27 |
 | Eye of Skadi | 7 | 8.24% | 74.1 | 85.71% | +34.43% | -35.71% | +14.29% | 0.00% | 32:21 | 25:04 | 29:08 | 30:24 | 30:48 | 41:10 | 01:40 | 01:14 |
 | Magic Stick | 75 | 88.24% | 72.2 | 53.33% | -6.67% | -0.70% | +9.83% | 4.71% | 02:01 | -01:30 | -01:29 | 01:50 | 03:43 | 17:38 | 05:12 | 03:51 |
 | Aghanim's Scepter | 11 | 12.94% | 70.4 | 72.73% | +21.38% | -39.40% | -6.06% | 4.57% | 36:58 | 26:28 | 33:57 | 35:58 | 41:15 | 45:45 | 07:18 | 05:24 |
 | Linken's Sphere | 11 | 12.94% | 68.5 | 72.73% | +21.38% | -6.06% | +27.27% | 6.90% | 26:29 | 21:34 | 23:02 | 24:40 | 27:52 | 35:11 | 04:50 | 03:34 |
 | Satanic | 19 | 22.35% | 66.7 | 63.16% | +11.64% | +36.84% | -23.16% | -6.25% | 39:24 | 29:17 | 33:22 | 37:22 | 42:58 | 59:30 | 09:36 | 07:06 |
 | Falcon Blade | 39 | 45.88% | 64.8 | 53.85% | -0.50% | -3.85% | +6.15% | 3.57% | 08:14 | 03:09 | 06:47 | 08:28 | 09:35 | 12:17 | 02:48 | 02:04 |
 | Fluffy Hat | 39 | 45.88% | 63.0 | 53.85% | -0.50% | -3.85% | +16.15% | 8.96% | 06:57 | 01:30 | 06:00 | 06:55 | 08:14 | 10:21 | 02:14 | 01:39 |
 | Wraith Band | 27 | 31.76% | 61.1 | 55.56% | +2.11% | -12.70% | +1.58% | 3.95% | 04:25 | 00:53 | 01:48 | 03:39 | 05:25 | 16:38 | 03:37 | 02:40 |
 | Quelling Blade | 34 | 40.00% | 59.3 | 52.94% | -1.96% | +2.62% | +9.56% | 0.00% | -00:57 | -01:30 | -01:29 | -01:29 | -01:29 | 16:49 | 00:00 | 00:00 |
 | Bottle | 27 | 31.76% | 57.4 | 51.85% | -3.32% | -8.99% | +5.29% | 14.28% | 01:23 | 00:16 | 01:14 | 01:24 | 01:36 | 01:46 | 00:22 | 00:16 |
 | Heaven's Halberd | 3 | 3.53% | 55.6 | 100.00% | +47.56% | 0.00% | 0.00% | 0.00% | 32:46 | 24:14 | 24:14 | 26:27 | 47:37 | 47:37 | 23:23 | 17:19 |
 | Sange | 14 | 16.47% | 53.7 | 57.14% | +3.62% | +42.86% | +42.86% | 0.00% | 32:18 | 21:03 | 26:38 | 29:39 | 36:26 | 59:16 | 09:48 | 07:15 |
 | Orchid Malevolence | 2 | 2.35% | 51.9 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 21:37 | 18:42 | 18:42 | 24:32 | 24:32 | 24:32 | 05:50 | 04:19 |
 | Eul's Scepter of Divinity | 2 | 2.35% | 50.0 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 25:07 | 21:53 | 21:53 | 28:21 | 28:21 | 28:21 | 06:28 | 04:47 |
 | Swift Blink | 2 | 2.35% | 48.1 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 52:11 | 43:23 | 43:23 | 60:59 | 60:59 | 60:59 | 17:36 | 13:02 |
 | Drum of Endurance | 2 | 2.35% | 46.3 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 11:26 | 11:00 | 11:00 | 11:51 | 11:51 | 11:51 | 00:51 | 00:37 |
 | Sange and Yasha | 10 | 11.76% | 44.4 | 50.00% | -4.67% | +16.67% | +50.00% | 3.60% | 34:05 | 21:51 | 27:26 | 30:11 | 36:41 | 59:16 | 09:15 | 06:51 |
 | Yasha | 11 | 12.94% | 42.6 | 45.45% | -9.96% | -12.12% | +54.55% | 5.59% | 29:54 | 11:37 | 20:59 | 27:18 | 32:55 | 59:16 | 11:56 | 08:50 |
 | Aeon Disk | 3 | 3.53% | 40.7 | 66.67% | +13.01% | -66.67% | 0.00% | 0.00% | 41:36 | 31:41 | 31:41 | 36:36 | 56:32 | 56:32 | 24:51 | 18:24 |
 | Helm of Iron Will | 3 | 3.53% | 38.9 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 37:20 | 36:24 | 36:24 | 37:12 | 38:23 | 38:23 | 01:59 | 01:28 |
 | Aghanim's Shard | 3 | 3.53% | 37.0 | 66.67% | +13.01% | -66.67% | 0.00% | 0.00% | 38:24 | 33:48 | 33:48 | 33:54 | 47:31 | 47:31 | 13:43 | 10:09 |
 | Hand of Midas | 3 | 3.53% | 35.2 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 13:09 | 11:49 | 11:49 | 12:26 | 15:11 | 15:11 | 03:22 | 02:29 |
 | Ring of Basilius | 8 | 9.41% | 33.3 | 37.50% | -18.34% | +12.50% | +12.50% | 0.00% | 07:07 | 03:26 | 04:19 | 05:53 | 07:20 | 16:06 | 03:01 | 02:14 |
 | Mask of Madness | 1 | 1.18% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.18% | 29.6 | 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 |
 | Butterfly | 1 | 1.18% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.18% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.18% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.18% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.18% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Chainmail | 2 | 2.35% | 18.5 | 50.00% | -4.22% | +50.00% | 0.00% | 0.00% | 14:40 | 08:11 | 08:11 | 21:08 | 21:08 | 21:08 | 12:57 | 09:35 |
 | Maelstrom | 2 | 2.35% | 16.7 | 50.00% | -4.22% | +50.00% | 0.00% | 0.00% | 15:59 | 11:11 | 11:11 | 20:46 | 20:46 | 20:46 | 09:35 | 07:05 |
 | Mjollnir | 2 | 2.35% | 14.8 | 50.00% | -4.22% | -50.00% | 0.00% | 0.00% | 28:46 | 24:52 | 24:52 | 32:40 | 32:40 | 32:40 | 07:48 | 05:46 |
 | Javelin | 3 | 3.53% | 13.0 | 33.33% | -21.55% | +66.67% | 0.00% | 0.00% | 25:15 | 10:35 | 10:35 | 20:46 | 44:24 | 44:24 | 33:49 | 25:02 |
 | Aghanim's Blessing | 1 | 1.18% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.18% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.18% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.18% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.18% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.18% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 00:00 | 00:00 |