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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 | |
 | Yasha | 13 | 4.91% | 100.0 | 92.31% | +48.66% | +7.69% | -25.64% | -1.72% | 26:33 | 10:22 | 13:53 | 22:56 | 33:17 | 1:05:54 | 19:24 | 14:22 |
 | Assault Cuirass | 29 | 10.94% | 98.6 | 75.86% | +33.49% | +24.14% | -47.29% | -7.68% | 34:56 | 25:51 | 29:18 | 34:49 | 38:36 | 48:03 | 09:18 | 06:53 |
 | Aghanim's Shard | 47 | 17.74% | 97.1 | 70.21% | +29.38% | +13.12% | -3.54% | -1.37% | 28:44 | 20:00 | 21:36 | 25:54 | 33:47 | 56:52 | 12:11 | 09:01 |
 | Buckler | 31 | 11.70% | 95.7 | 74.19% | +31.88% | +25.81% | -49.19% | -9.16% | 33:55 | 22:31 | 29:27 | 33:07 | 37:38 | 47:20 | 08:11 | 06:03 |
 | Sange | 16 | 6.04% | 94.2 | 81.25% | +37.47% | +18.75% | -6.25% | -2.33% | 26:34 | 10:56 | 15:55 | 26:04 | 26:38 | 1:05:54 | 10:43 | 07:56 |
 | Black King Bar | 104 | 39.25% | 92.8 | 61.54% | +25.52% | +15.38% | -3.85% | -4.34% | 28:05 | 20:03 | 25:13 | 27:53 | 29:39 | 51:03 | 04:26 | 03:17 |
 | Power Treads | 77 | 29.06% | 91.3 | 62.34% | +22.98% | +11.34% | -14.97% | -5.03% | 09:40 | 05:31 | 06:38 | 07:48 | 11:52 | 39:10 | 05:14 | 03:52 |
 | Ring of Protection | 64 | 24.15% | 89.9 | 59.38% | +17.59% | -3.13% | +3.12% | 0.22% | 16:19 | -01:29 | 02:26 | 09:17 | 30:35 | 47:19 | 28:09 | 20:51 |
 | Echo Sabre | 156 | 58.87% | 88.4 | 53.85% | +18.99% | +12.82% | -17.95% | -10.80% | 19:24 | 11:03 | 17:52 | 19:01 | 20:43 | 30:55 | 02:51 | 02:06 |
 | Sange and Yasha | 8 | 3.02% | 87.0 | 87.50% | +42.75% | +12.50% | -37.50% | -2.37% | 28:58 | 14:14 | 15:40 | 18:31 | 36:44 | 1:05:54 | 21:04 | 15:36 |
 | Quelling Blade | 177 | 66.79% | 85.5 | 50.28% | +12.78% | -13.92% | -4.83% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 18:16 | 00:00 | 00:00 |
 | Magic Wand | 188 | 70.94% | 84.1 | 50.00% | +13.64% | -1.06% | -11.70% | -1.62% | 08:24 | -01:29 | 04:47 | 07:09 | 11:21 | 25:48 | 06:34 | 04:51 |
 | Boots of Speed | 265 | 100.00% | 82.6 | 46.04% | +46.04% | -11.19% | -0.59% | 4.71% | 02:06 | -01:29 | -01:28 | 03:09 | 03:43 | 07:55 | 05:11 | 03:50 |
 | Magic Stick | 249 | 93.96% | 81.2 | 46.18% | +2.43% | +13.50% | -9.08% | -4.69% | 04:55 | -01:29 | 02:16 | 04:40 | 07:05 | 17:10 | 04:49 | 03:34 |
 | Bottle | 153 | 57.74% | 79.7 | 47.71% | +3.96% | +4.92% | -10.87% | -15.79% | 01:45 | 00:51 | 01:20 | 01:32 | 01:46 | 12:29 | 00:26 | 00:19 |
 | Blink Dagger | 260 | 98.11% | 78.3 | 45.38% | -34.62% | +11.54% | -13.07% | -5.51% | 13:54 | 07:23 | 11:35 | 13:07 | 16:03 | 23:43 | 04:28 | 03:18 |
 | Moon Shard | 7 | 2.64% | 76.8 | 85.71% | +40.75% | +14.29% | -35.71% | 0.00% | 32:09 | 25:08 | 29:44 | 31:32 | 34:22 | 37:49 | 04:38 | 03:25 |
 | Crystalys | 60 | 22.64% | 75.4 | 50.00% | +5.12% | -16.67% | -3.33% | 2.21% | 32:48 | 19:16 | 28:42 | 32:40 | 34:44 | 47:20 | 06:02 | 04:28 |
 | Soul Ring | 35 | 13.21% | 73.9 | 54.29% | +9.51% | +1.27% | -9.85% | -2.03% | 06:54 | 02:01 | 03:45 | 04:35 | 09:14 | 21:03 | 05:29 | 04:03 |
 | Satanic | 4 | 1.51% | 72.5 | 100.00% | +54.79% | 0.00% | 0.00% | 0.00% | 38:24 | 32:20 | 32:20 | 34:33 | 37:25 | 49:19 | 05:05 | 03:45 |
 | Wind Lace | 171 | 64.53% | 71.0 | 42.11% | -11.08% | +2.08% | +4.40% | 0.76% | 05:05 | -01:29 | 03:25 | 04:23 | 06:29 | 22:11 | 03:04 | 02:16 |
 | Chainmail | 97 | 36.60% | 69.6 | 42.27% | -5.94% | +7.73% | +3.56% | -0.89% | 08:31 | 01:54 | 05:43 | 07:02 | 10:25 | 25:49 | 04:42 | 03:28 |
 | Phase Boots | 95 | 35.85% | 68.1 | 42.11% | -6.13% | +7.89% | +3.72% | -1.37% | 08:58 | 05:10 | 06:46 | 07:37 | 09:48 | 19:00 | 03:02 | 02:14 |
 | Daedalus | 27 | 10.19% | 66.7 | 51.85% | +6.47% | -23.28% | +5.29% | 3.96% | 37:56 | 26:12 | 34:05 | 36:53 | 41:18 | 51:09 | 07:13 | 05:20 |
 | Void Stone | 30 | 11.32% | 65.2 | 46.67% | +0.71% | +15.83% | -18.10% | -3.72% | 27:01 | 12:53 | 22:38 | 25:58 | 31:45 | 38:49 | 09:07 | 06:45 |
 | Tranquil Boots | 84 | 31.70% | 63.8 | 38.10% | -11.62% | +4.76% | 0.00% | -1.94% | 06:02 | 01:59 | 04:22 | 05:22 | 06:49 | 23:38 | 02:27 | 01:48 |
 | Drum of Endurance | 5 | 1.89% | 62.3 | 80.00% | +34.62% | +20.00% | +20.00% | 0.00% | 22:54 | 16:17 | 16:17 | 20:56 | 26:11 | 30:40 | 09:54 | 07:20 |
 | Morbid Mask | 5 | 1.89% | 60.9 | 80.00% | +34.62% | +20.00% | +20.00% | 0.00% | 36:39 | 27:34 | 27:34 | 36:57 | 39:49 | 45:23 | 12:15 | 09:04 |
 | Ethereal Blade | 16 | 6.04% | 59.4 | 50.00% | +4.22% | +25.00% | -25.00% | -3.95% | 31:48 | 20:49 | 23:35 | 33:04 | 36:14 | 49:17 | 12:39 | 09:22 |
 | Eul's Scepter of Divinity | 21 | 7.92% | 58.0 | 42.86% | -3.45% | +17.14% | -22.86% | -6.90% | 27:22 | 16:50 | 24:32 | 26:26 | 30:20 | 38:54 | 05:48 | 04:17 |
 | Overwhelming Blink | 6 | 2.26% | 56.5 | 66.67% | +21.11% | +33.33% | -66.67% | 0.00% | 37:45 | 23:47 | 28:34 | 31:24 | 39:54 | 1:03:01 | 11:20 | 08:23 |
 | Aghanim's Scepter | 12 | 4.53% | 55.1 | 50.00% | +4.15% | -16.67% | +16.67% | 4.96% | 34:29 | 26:55 | 29:34 | 34:15 | 36:17 | 43:57 | 06:43 | 04:58 |
 | Veil of Discord | 9 | 3.40% | 53.6 | 55.56% | +9.86% | +44.44% | -5.56% | -14.42% | 22:08 | 13:01 | 19:21 | 20:44 | 22:49 | 35:08 | 03:28 | 02:34 |
 | Fluffy Hat | 58 | 21.89% | 52.2 | 31.03% | -19.21% | +15.64% | -2.46% | -2.00% | 23:54 | 05:13 | 19:55 | 23:56 | 28:57 | 36:51 | 09:02 | 06:41 |
 | Hood of Defiance | 2 | 0.75% | 50.7 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 20:44 | 17:02 | 17:02 | 24:26 | 24:26 | 24:26 | 07:24 | 05:28 |
 | Manta Style | 2 | 0.75% | 49.3 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 19:50 | 15:33 | 15:33 | 24:07 | 24:07 | 24:07 | 08:34 | 06:20 |
 | Crown | 15 | 5.66% | 47.8 | 40.00% | -6.40% | +10.00% | -15.00% | -2.05% | 25:05 | 07:49 | 18:35 | 22:19 | 30:46 | 46:47 | 12:11 | 09:01 |
 | Shadow Blade | 12 | 4.53% | 46.4 | 41.67% | -4.58% | +58.33% | +25.00% | -3.62% | 32:48 | 23:55 | 26:58 | 29:09 | 36:11 | 44:45 | 09:13 | 06:49 |
 | Ring of Health | 5 | 1.89% | 44.9 | 60.00% | +14.23% | +40.00% | -60.00% | 0.00% | 27:26 | 17:02 | 17:02 | 27:08 | 31:44 | 36:58 | 14:42 | 10:53 |
 | Ring of Basilius | 17 | 6.42% | 43.5 | 35.29% | -11.48% | -10.29% | +14.71% | 2.12% | 14:27 | -01:29 | 06:46 | 09:42 | 18:35 | 39:49 | 11:49 | 08:45 |
 | Ghost Scepter | 37 | 13.96% | 42.0 | 27.03% | -22.09% | +28.53% | -27.03% | -5.81% | 30:29 | 15:31 | 24:19 | 29:05 | 33:53 | 1:07:34 | 09:34 | 07:05 |
 | Force Staff | 50 | 18.87% | 40.6 | 24.00% | -27.16% | +22.15% | +1.00% | -4.44% | 28:06 | 19:02 | 25:50 | 28:18 | 30:36 | 36:51 | 04:46 | 03:31 |
 | Bracer | 3 | 1.13% | 39.1 | 66.67% | +20.87% | +33.33% | 0.00% | 0.00% | 03:21 | 02:11 | 02:11 | 02:17 | 05:35 | 05:35 | 03:24 | 02:31 |
 | Kaya | 4 | 1.51% | 37.7 | 50.00% | +4.02% | +50.00% | -50.00% | 0.00% | 32:38 | 21:06 | 21:06 | 29:26 | 30:12 | 49:49 | 09:06 | 06:44 |
 | Silver Edge | 4 | 1.51% | 36.2 | 50.00% | +4.02% | +50.00% | +50.00% | 0.00% | 37:06 | 26:58 | 26:58 | 33:29 | 34:38 | 53:19 | 07:40 | 05:40 |
 | Lotus Orb | 4 | 1.51% | 34.8 | 50.00% | +4.02% | -50.00% | -50.00% | 0.00% | 36:15 | 30:55 | 30:55 | 31:45 | 41:02 | 41:18 | 10:07 | 07:29 |
 | Scythe of Vyse | 1 | 0.38% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.38% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Blight Stone | 2 | 0.75% | 30.4 | 50.00% | +3.99% | -50.00% | 0.00% | 0.00% | 23:48 | 21:47 | 21:47 | 25:49 | 25:49 | 25:49 | 04:02 | 02:59 |
 | Octarine Core | 2 | 0.75% | 29.0 | 50.00% | +3.99% | -50.00% | 0.00% | 0.00% | 46:18 | 39:56 | 39:56 | 52:40 | 52:40 | 52:40 | 12:44 | 09:25 |
 | Aether Lens | 2 | 0.75% | 27.5 | 50.00% | +3.99% | -50.00% | 0.00% | 0.00% | 40:56 | 34:40 | 34:40 | 47:11 | 47:11 | 47:11 | 12:31 | 09:16 |
 | Solar Crest | 2 | 0.75% | 26.1 | 50.00% | +3.99% | +50.00% | 0.00% | 0.00% | 27:26 | 26:14 | 26:14 | 28:38 | 28:38 | 28:38 | 02:24 | 01:46 |
 | Medallion of Courage | 2 | 0.75% | 24.6 | 50.00% | +3.99% | -50.00% | 0.00% | 0.00% | 24:01 | 22:13 | 22:13 | 25:49 | 25:49 | 25:49 | 03:36 | 02:40 |
 | Dagon (level 5) | 2 | 0.75% | 23.2 | 50.00% | +3.99% | -50.00% | 0.00% | 0.00% | 48:58 | 46:50 | 46:50 | 51:05 | 51:05 | 51:05 | 04:15 | 03:08 |
 | Dagon (level 4) | 2 | 0.75% | 21.7 | 50.00% | +3.99% | +50.00% | 0.00% | 0.00% | 44:44 | 44:07 | 44:07 | 45:21 | 45:21 | 45:21 | 01:14 | 00:54 |
 | Dagon (level 3) | 2 | 0.75% | 20.3 | 50.00% | +3.99% | +50.00% | 0.00% | 0.00% | 43:59 | 42:37 | 42:37 | 45:21 | 45:21 | 45:21 | 02:44 | 02:01 |
 | Kaya and Sange | 2 | 0.75% | 18.8 | 50.00% | +3.99% | -50.00% | 0.00% | 0.00% | 30:08 | 29:34 | 29:34 | 30:41 | 30:41 | 30:41 | 01:07 | 00:49 |
 | Dagon (level 2) | 3 | 1.13% | 17.4 | 33.33% | -12.85% | -33.33% | 0.00% | 0.00% | 39:30 | 37:45 | 37:45 | 39:05 | 41:41 | 41:41 | 03:56 | 02:54 |
 | Glimmer Cape | 4 | 1.51% | 15.9 | 25.00% | -21.36% | -25.00% | -25.00% | 0.00% | 30:13 | 26:49 | 26:49 | 27:53 | 29:40 | 36:30 | 02:51 | 02:06 |
 | Dagon | 5 | 1.89% | 14.5 | 20.00% | -26.54% | -20.00% | -20.00% | 0.00% | 35:44 | 25:28 | 25:28 | 36:01 | 37:37 | 48:49 | 12:09 | 09:00 |
 | Aeon Disk | 4 | 1.51% | 13.0 | 0.00% | -46.74% | 0.00% | 0.00% | 0.00% | 42:03 | 33:16 | 33:16 | 42:24 | 42:48 | 49:43 | 09:32 | 07:03 |
 | Hand of Midas | 1 | 0.38% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.38% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:22 | 56:22 | 56:22 | 56:22 | 56:22 | 56:22 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.38% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:36 | 56:36 | 56:36 | 56:36 | 56:36 | 56:36 | 00:00 | 00:00 |
 | Javelin | 1 | 0.38% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.38% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.38% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.38% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 0.75% | 1.4 | 0.00% | -46.39% | 0.00% | 0.00% | 0.00% | 08:17 | 07:09 | 07:09 | 09:24 | 09:24 | 09:24 | 02:15 | 01:40 |