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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 | |
 | Aether Lens | 53 | 29.12% | 100.0 | 73.58% | +43.35% | -4.35% | +3.34% | 0.62% | 26:33 | 14:30 | 19:10 | 24:59 | 31:29 | 52:42 | 12:19 | 09:07 |
 | Void Stone | 62 | 34.07% | 97.7 | 69.35% | +40.18% | -0.60% | -2.68% | -0.15% | 27:08 | 11:58 | 19:08 | 24:48 | 33:23 | 59:00 | 14:15 | 10:33 |
 | Blink Dagger | 32 | 17.58% | 95.3 | 68.75% | +31.42% | +6.25% | -18.75% | -3.89% | 32:53 | 18:29 | 27:41 | 30:44 | 34:07 | 59:28 | 06:26 | 04:45 |
 | Aeon Disk | 8 | 4.40% | 93.0 | 87.50% | +46.70% | +12.50% | -37.50% | -6.09% | 44:27 | 33:35 | 38:48 | 43:46 | 47:01 | 57:21 | 08:13 | 06:05 |
 | Tranquil Boots | 55 | 30.22% | 90.7 | 56.36% | +19.35% | -13.50% | +0.78% | 1.25% | 19:15 | 06:28 | 12:25 | 17:43 | 23:48 | 49:17 | 11:23 | 08:25 |
 | Aghanim's Shard | 153 | 84.07% | 88.4 | 45.75% | +18.16% | +12.14% | -8.91% | -4.27% | 19:36 | 15:00 | 16:27 | 18:35 | 21:23 | 36:25 | 04:56 | 03:39 |
 | Magic Stick | 164 | 90.11% | 86.0 | 44.51% | +16.73% | +6.71% | +6.71% | 0.00% | 02:51 | -01:30 | -01:29 | 02:07 | 05:16 | 20:48 | 06:45 | 05:00 |
 | Wind Lace | 79 | 43.41% | 83.7 | 48.10% | +9.27% | -23.10% | +6.90% | 2.56% | 14:56 | -01:29 | 08:02 | 12:51 | 19:46 | 49:17 | 11:44 | 08:41 |
 | Force Staff | 26 | 14.29% | 81.4 | 57.69% | +17.31% | -0.55% | -7.69% | -0.74% | 28:57 | 14:43 | 23:52 | 25:40 | 33:31 | 47:51 | 09:39 | 07:08 |
 | Crown | 4 | 2.20% | 79.1 | 100.00% | +58.43% | 0.00% | 0.00% | 0.00% | 27:44 | 12:53 | 12:53 | 28:18 | 30:21 | 39:25 | 17:28 | 12:56 |
 | Boots of Speed | 182 | 100.00% | 76.7 | 42.86% | +42.86% | -8.08% | -9.53% | -0.51% | 06:26 | -01:29 | 05:04 | 06:37 | 07:54 | 13:16 | 02:50 | 02:05 |
 | Magic Wand | 101 | 55.49% | 74.4 | 45.54% | +6.03% | +2.46% | -5.54% | -1.34% | 10:39 | 01:00 | 06:51 | 09:31 | 12:49 | 36:58 | 05:58 | 04:25 |
 | Arcane Boots | 104 | 57.14% | 72.1 | 45.19% | +5.45% | +8.66% | -2.88% | -3.16% | 13:24 | 06:48 | 10:20 | 12:18 | 13:59 | 51:27 | 03:39 | 02:42 |
 | Ghost Scepter | 25 | 13.74% | 69.8 | 56.00% | +15.24% | +27.33% | -39.33% | -7.14% | 30:30 | 20:19 | 24:36 | 27:52 | 33:56 | 50:18 | 09:20 | 06:54 |
 | Aghanim's Scepter | 36 | 19.78% | 67.4 | 50.00% | +8.90% | +16.67% | +5.56% | -1.35% | 32:34 | 21:48 | 28:53 | 31:32 | 37:07 | 46:13 | 08:14 | 06:05 |
 | Fluffy Hat | 57 | 31.32% | 65.1 | 43.86% | +1.46% | -8.15% | -1.00% | 0.59% | 19:36 | 02:49 | 12:21 | 16:33 | 24:26 | 47:32 | 12:05 | 08:57 |
 | Scythe of Vyse | 7 | 3.85% | 62.8 | 71.43% | +29.72% | +28.57% | +28.57% | 0.00% | 43:43 | 35:26 | 36:34 | 44:42 | 45:20 | 59:00 | 08:46 | 06:29 |
 | Null Talisman | 7 | 3.85% | 60.5 | 71.43% | +29.72% | -21.43% | -21.43% | 0.00% | 02:49 | 00:54 | 02:00 | 03:03 | 03:22 | 04:06 | 01:22 | 01:00 |
 | Ring of Basilius | 12 | 6.59% | 58.1 | 58.33% | +16.57% | +8.34% | -25.00% | -18.35% | 07:08 | -01:29 | -01:13 | 01:46 | 03:02 | 41:07 | 04:15 | 03:08 |
 | Glimmer Cape | 23 | 12.64% | 55.8 | 43.48% | +0.71% | -26.81% | +6.52% | 4.04% | 28:54 | 18:30 | 24:03 | 29:58 | 32:18 | 40:32 | 08:15 | 06:06 |
 | Helm of the Dominator | 2 | 1.10% | 53.5 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 31:35 | 28:18 | 28:18 | 34:51 | 34:51 | 34:51 | 06:33 | 04:51 |
 | Helm of Iron Will | 2 | 1.10% | 51.2 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 30:27 | 28:17 | 28:17 | 32:37 | 32:37 | 32:37 | 04:20 | 03:12 |
 | Linken's Sphere | 2 | 1.10% | 48.8 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 58:55 | 35:28 | 35:28 | 1:22:21 | 1:22:21 | 1:22:21 | 46:53 | 34:43 |
 | Octarine Core | 2 | 1.10% | 46.5 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 38:33 | 36:21 | 36:21 | 40:44 | 40:44 | 40:44 | 04:23 | 03:14 |
 | Bracer | 3 | 1.65% | 44.2 | 66.67% | +24.21% | -66.67% | 0.00% | 0.00% | 20:36 | 11:10 | 11:10 | 23:09 | 27:28 | 27:28 | 16:18 | 12:04 |
 | Ring of Health | 4 | 2.20% | 41.9 | 50.00% | +7.30% | +50.00% | +50.00% | 0.00% | 48:24 | 27:39 | 27:39 | 38:59 | 44:35 | 1:22:21 | 16:56 | 12:32 |
 | Blight Stone | 1 | 0.55% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.55% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.55% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.55% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.55% | 30.2 | 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 |
 | Eul's Scepter of Divinity | 1 | 0.55% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 1.10% | 25.6 | 50.00% | +7.22% | -50.00% | 0.00% | 0.00% | 17:56 | 16:52 | 16:52 | 18:59 | 18:59 | 18:59 | 02:07 | 01:34 |
 | Quelling Blade | 3 | 1.65% | 23.3 | 33.33% | -9.69% | -33.33% | 0.00% | 0.00% | 02:36 | -01:29 | -01:29 | 00:06 | 09:12 | 09:12 | 10:41 | 07:54 |
 | Urn of Shadows | 3 | 1.65% | 20.9 | 33.33% | -9.69% | -33.33% | 0.00% | 0.00% | 09:11 | 05:52 | 05:52 | 10:45 | 10:55 | 10:55 | 05:03 | 03:44 |
 | Ring of Protection | 5 | 2.75% | 18.6 | 20.00% | -23.50% | -20.00% | -20.00% | 0.00% | 16:22 | 05:02 | 05:02 | 10:54 | 19:00 | 39:48 | 13:58 | 10:20 |
 | Soul Ring | 1 | 0.55% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.55% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.55% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.55% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.55% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:26 | 45:26 | 45:26 | 45:26 | 45:26 | 45:26 | 00:00 | 00:00 |
 | Kaya | 1 | 0.55% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 00:00 | 00:00 |
 | Buckler | 1 | 0.55% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |