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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 | |
 | Blink Dagger | 179 | 24.69% | 100.0 | 68.16% | +19.44% | -8.16% | -1.49% | 0.36% | 35:24 | 14:26 | 24:17 | 36:27 | 43:04 | 1:09:21 | 18:47 | 13:54 |
 | Force Staff | 251 | 34.62% | 98.2 | 62.15% | +13.20% | +9.28% | -1.83% | -1.27% | 27:37 | 14:38 | 22:01 | 25:43 | 30:46 | 56:18 | 08:45 | 06:28 |
 | Boots of Bearing | 60 | 8.28% | 96.4 | 70.00% | +17.97% | +16.67% | -16.67% | -3.86% | 31:42 | 19:25 | 26:36 | 32:01 | 35:14 | 52:24 | 08:38 | 06:23 |
 | Arcane Boots | 202 | 27.86% | 94.5 | 59.90% | +8.85% | +6.77% | -3.90% | -2.35% | 14:14 | 04:53 | 11:04 | 13:07 | 15:36 | 53:41 | 04:32 | 03:21 |
 | Aghanim's Scepter | 253 | 34.90% | 92.7 | 58.89% | +8.25% | +7.78% | -6.51% | -1.67% | 37:16 | 22:25 | 32:22 | 36:39 | 40:56 | 1:09:13 | 08:34 | 06:20 |
 | Aeon Disk | 20 | 2.76% | 90.9 | 80.00% | +27.23% | -20.00% | +20.00% | 2.00% | 47:01 | 22:38 | 35:26 | 47:31 | 55:27 | 1:10:51 | 20:01 | 14:49 |
 | Void Stone | 83 | 11.45% | 89.1 | 63.86% | +11.68% | +12.33% | -16.24% | -3.20% | 22:14 | 09:33 | 13:42 | 17:58 | 22:38 | 1:15:37 | 08:56 | 06:37 |
 | Fluffy Hat | 388 | 53.52% | 87.3 | 56.70% | +6.85% | +7.22% | -3.09% | -1.34% | 17:38 | 01:12 | 12:31 | 15:26 | 20:13 | 56:18 | 07:42 | 05:42 |
 | Magic Wand | 621 | 85.66% | 85.5 | 54.75% | +8.60% | -1.20% | -2.49% | -0.24% | 09:57 | -01:29 | 07:06 | 09:54 | 12:29 | 42:22 | 05:23 | 03:59 |
 | Wind Lace | 511 | 70.48% | 83.6 | 54.79% | +4.32% | -9.48% | +2.24% | 1.88% | 10:36 | -01:30 | 06:37 | 09:52 | 12:51 | 40:25 | 06:14 | 04:37 |
 | Tranquil Boots | 360 | 49.66% | 81.8 | 55.56% | +4.05% | +1.11% | +3.33% | 0.36% | 14:57 | 05:13 | 10:33 | 12:43 | 16:40 | 46:49 | 06:07 | 04:31 |
 | Boots of Speed | 725 | 100.00% | 80.0 | 53.52% | +53.52% | +5.60% | -2.14% | -2.25% | 06:43 | -01:29 | 05:06 | 06:44 | 08:32 | 14:16 | 03:26 | 02:32 |
 | Magic Stick | 696 | 96.00% | 78.2 | 53.16% | -8.91% | -2.01% | -1.44% | 0.09% | 03:54 | -01:30 | -01:29 | 02:46 | 07:53 | 31:38 | 09:22 | 06:56 |
 | Drum of Endurance | 145 | 20.00% | 76.4 | 57.93% | +5.52% | -10.71% | +5.96% | 2.10% | 21:27 | 12:10 | 16:55 | 19:43 | 24:52 | 47:01 | 07:57 | 05:53 |
 | Glimmer Cape | 179 | 24.69% | 74.5 | 55.87% | +3.12% | -0.31% | +1.91% | 0.26% | 26:28 | 16:17 | 21:21 | 24:44 | 30:03 | 56:42 | 08:42 | 06:26 |
 | Ghost Scepter | 60 | 8.28% | 72.7 | 61.67% | +8.89% | +18.33% | -8.34% | -2.56% | 32:13 | 15:01 | 25:31 | 30:13 | 35:57 | 1:03:53 | 10:26 | 07:43 |
 | Pavise | 49 | 6.76% | 70.9 | 63.27% | +10.46% | +11.73% | -29.94% | -8.36% | 16:40 | 10:59 | 13:49 | 16:11 | 18:48 | 24:31 | 04:59 | 03:41 |
 | Ring of Protection | 61 | 8.41% | 69.1 | 59.02% | +6.01% | +14.31% | -12.35% | -3.91% | 14:20 | -01:29 | 10:19 | 13:05 | 17:08 | 1:04:56 | 06:49 | 05:02 |
 | Boots of Travel | 5 | 0.69% | 67.3 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 55:14 | 45:14 | 45:14 | 54:12 | 55:12 | 1:11:02 | 09:58 | 07:22 |
 | Crown | 42 | 5.79% | 65.5 | 54.76% | +1.32% | -0.21% | -14.76% | -1.66% | 21:50 | 10:17 | 15:37 | 21:13 | 24:23 | 1:04:34 | 08:46 | 06:29 |
 | Wraith Band | 13 | 1.79% | 63.6 | 69.23% | +16.00% | +30.77% | -2.56% | -2.11% | 22:42 | 10:27 | 13:30 | 26:56 | 29:18 | 31:16 | 15:48 | 11:42 |
 | Eul's Scepter of Divinity | 13 | 1.79% | 61.8 | 69.23% | +16.00% | -2.56% | -35.90% | -5.22% | 28:08 | 18:07 | 19:53 | 22:24 | 26:16 | 57:52 | 06:23 | 04:43 |
 | Blight Stone | 37 | 5.10% | 60.0 | 51.35% | -2.28% | +4.21% | -6.91% | -1.17% | 18:36 | -01:29 | 13:54 | 18:43 | 23:22 | 51:59 | 09:28 | 07:00 |
 | Chainmail | 35 | 4.83% | 58.2 | 51.43% | -2.19% | +15.24% | -18.10% | -4.27% | 20:18 | 10:36 | 15:29 | 18:43 | 23:17 | 32:40 | 07:48 | 05:46 |
 | Medallion of Courage | 33 | 4.55% | 56.4 | 51.52% | -2.09% | +10.98% | -1.52% | -1.40% | 22:08 | 13:32 | 17:20 | 22:08 | 26:14 | 35:06 | 08:54 | 06:35 |
 | Solar Crest | 27 | 3.72% | 54.5 | 51.85% | -1.73% | +19.58% | -8.99% | -4.10% | 25:47 | 18:47 | 21:57 | 24:34 | 28:55 | 38:05 | 06:58 | 05:09 |
 | Quelling Blade | 34 | 4.69% | 52.7 | 47.06% | -6.78% | -24.84% | -9.56% | 0.95% | 10:16 | -01:30 | 00:28 | 08:21 | 16:32 | 38:36 | 16:04 | 11:54 |
 | Ring of Basilius | 18 | 2.48% | 50.9 | 55.56% | +2.09% | +4.44% | +19.44% | 2.09% | 16:19 | 00:16 | 10:06 | 12:08 | 17:16 | 1:04:56 | 07:10 | 05:18 |
 | Ring of Health | 11 | 1.52% | 49.1 | 63.64% | +10.28% | +3.03% | +3.03% | 0.00% | 37:48 | 22:56 | 25:20 | 33:09 | 40:29 | 1:15:37 | 15:09 | 11:13 |
 | Aether Lens | 11 | 1.52% | 47.3 | 63.64% | +10.28% | +36.36% | -30.31% | 0.00% | 30:37 | 17:27 | 19:25 | 30:31 | 36:03 | 50:56 | 16:38 | 12:19 |
 | Headdress | 7 | 0.97% | 45.5 | 71.43% | +18.09% | +28.57% | -21.43% | 0.00% | 16:20 | 03:08 | 13:27 | 15:07 | 16:29 | 26:26 | 03:02 | 02:14 |
 | Lotus Orb | 7 | 0.97% | 43.6 | 71.43% | +18.09% | +28.57% | -21.43% | 0.00% | 35:34 | 28:07 | 28:31 | 33:34 | 39:23 | 45:25 | 10:52 | 08:02 |
 | Vladmir's Offering | 3 | 0.41% | 41.8 | 100.00% | +46.68% | 0.00% | 0.00% | 0.00% | 52:16 | 34:27 | 34:27 | 57:24 | 1:04:56 | 1:04:56 | 30:29 | 22:34 |
 | Buckler | 5 | 0.69% | 40.0 | 80.00% | +26.67% | -80.00% | +20.00% | 0.00% | 31:16 | 18:45 | 18:45 | 24:19 | 26:50 | 1:04:56 | 08:05 | 05:59 |
 | Veil of Discord | 12 | 1.66% | 38.2 | 50.00% | -3.58% | +16.67% | -16.67% | 0.00% | 16:24 | 12:54 | 15:03 | 16:17 | 17:16 | 20:17 | 02:13 | 01:38 |
 | Refresher Orb | 2 | 0.28% | 36.4 | 100.00% | +46.61% | 0.00% | 0.00% | 0.00% | 60:44 | 44:40 | 44:40 | 1:16:48 | 1:16:48 | 1:16:48 | 32:08 | 23:48 |
 | Cornucopia | 2 | 0.28% | 34.5 | 100.00% | +46.61% | 0.00% | 0.00% | 0.00% | 47:17 | 44:24 | 44:24 | 50:10 | 50:10 | 50:10 | 05:46 | 04:16 |
 | Morbid Mask | 2 | 0.28% | 32.7 | 100.00% | +46.61% | 0.00% | 0.00% | 0.00% | 49:33 | 34:09 | 34:09 | 1:04:56 | 1:04:56 | 1:04:56 | 30:47 | 22:48 |
 | Aghanim's Shard | 5 | 0.69% | 30.9 | 60.00% | +6.53% | -60.00% | -60.00% | 0.00% | 30:39 | 18:05 | 18:05 | 32:59 | 36:07 | 44:50 | 18:02 | 13:21 |
 | Null Talisman | 5 | 0.69% | 29.1 | 60.00% | +6.53% | -60.00% | +40.00% | 0.00% | 17:40 | 03:43 | 03:43 | 20:14 | 24:15 | 26:36 | 20:32 | 15:12 |
 | Mekansm | 3 | 0.41% | 27.3 | 66.67% | +13.21% | -66.67% | 0.00% | 0.00% | 17:57 | 16:29 | 16:29 | 18:06 | 19:16 | 19:16 | 02:47 | 02:03 |
 | Octarine Core | 3 | 0.41% | 25.5 | 66.67% | +13.21% | +33.33% | 0.00% | 0.00% | 54:40 | 29:30 | 29:30 | 60:04 | 1:14:26 | 1:14:26 | 44:56 | 33:17 |
 | Pipe of Insight | 3 | 0.41% | 23.6 | 66.67% | +13.21% | +33.33% | 0.00% | 0.00% | 31:51 | 27:05 | 27:05 | 33:46 | 34:43 | 34:43 | 07:38 | 05:39 |
 | Bracer | 7 | 0.97% | 21.8 | 42.86% | -10.76% | +7.14% | +7.14% | 0.00% | 18:51 | 13:22 | 16:09 | 19:09 | 19:32 | 22:59 | 03:23 | 02:30 |
 | Boots of Travel 2 | 1 | 0.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Bottle | 1 | 0.14% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 00:00 | 00:00 |
 | Desolator | 1 | 0.14% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.14% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.14% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.14% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Dagon | 1 | 0.14% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:34 | 1:04:34 | 1:04:34 | 1:04:34 | 1:04:34 | 1:04:34 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 0.28% | 7.3 | 50.00% | -3.53% | +50.00% | 0.00% | 0.00% | 26:47 | 24:21 | 24:21 | 29:12 | 29:12 | 29:12 | 04:51 | 03:35 |
 | Hand of Midas | 1 | 0.14% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.14% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 0.28% | 1.8 | 0.00% | -53.67% | 0.00% | 0.00% | 0.00% | 25:14 | 20:23 | 20:23 | 30:04 | 30:04 | 30:04 | 09:41 | 07:10 |