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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 Shard | 160 | 61.30% | 100.0 | 60.63% | +28.95% | +6.87% | -10.63% | -2.69% | 26:07 | 20:00 | 21:45 | 25:02 | 28:15 | 52:00 | 06:30 | 04:48 |
 | Void Stone | 134 | 51.34% | 97.8 | 60.45% | +22.65% | +4.26% | -5.90% | -1.27% | 20:36 | 11:13 | 15:34 | 18:10 | 23:33 | 1:03:36 | 07:59 | 05:54 |
 | Glimmer Cape | 76 | 29.12% | 95.6 | 63.16% | +19.38% | 0.00% | 0.00% | 0.00% | 27:57 | 13:20 | 21:44 | 26:06 | 32:33 | 49:45 | 10:49 | 08:00 |
 | Arcane Boots | 120 | 45.98% | 93.3 | 60.00% | +19.57% | +10.00% | -13.33% | -4.42% | 12:23 | 05:28 | 09:18 | 11:20 | 14:35 | 39:00 | 05:17 | 03:54 |
 | Aether Lens | 127 | 48.66% | 91.1 | 59.06% | +18.76% | +6.57% | -5.93% | -1.76% | 22:04 | 12:02 | 17:23 | 19:40 | 24:28 | 1:03:36 | 07:05 | 05:14 |
 | Force Staff | 44 | 16.86% | 88.9 | 65.91% | +19.83% | -2.27% | +6.82% | 0.84% | 27:35 | 14:36 | 22:00 | 27:08 | 32:51 | 44:41 | 10:51 | 08:02 |
 | Fluffy Hat | 71 | 27.20% | 86.7 | 60.56% | +15.30% | -5.00% | +6.11% | 0.91% | 17:32 | -01:29 | 12:06 | 15:22 | 24:20 | 44:41 | 12:14 | 09:03 |
 | Aeon Disk | 11 | 4.21% | 84.4 | 81.82% | +33.82% | -15.15% | +18.18% | 0.00% | 44:08 | 29:56 | 36:01 | 42:35 | 49:41 | 59:23 | 13:40 | 10:07 |
 | Blink Dagger | 22 | 8.43% | 82.2 | 68.18% | +20.48% | +15.15% | -8.18% | -3.22% | 33:38 | 21:22 | 29:52 | 33:36 | 37:07 | 44:39 | 07:15 | 05:22 |
 | Crown | 24 | 9.20% | 80.0 | 66.67% | +18.99% | +33.33% | -16.67% | -3.48% | 23:25 | 08:15 | 15:36 | 20:36 | 29:59 | 46:33 | 14:23 | 10:39 |
 | Boots of Speed | 261 | 100.00% | 77.8 | 49.43% | +49.43% | +10.57% | -9.43% | -5.48% | 05:21 | -01:29 | 03:44 | 05:27 | 07:23 | 12:40 | 03:39 | 02:42 |
 | Ghost Scepter | 40 | 15.33% | 75.6 | 60.00% | +12.49% | -10.00% | +10.00% | 1.68% | 30:09 | 16:17 | 23:28 | 26:46 | 35:24 | 1:01:00 | 11:56 | 08:50 |
 | Magic Stick | 232 | 88.89% | 73.3 | 47.84% | -14.23% | -1.29% | +0.44% | 0.32% | 03:32 | -01:29 | -01:28 | 02:50 | 06:54 | 18:59 | 08:22 | 06:11 |
 | Magic Wand | 172 | 65.90% | 71.1 | 48.26% | -3.43% | -4.07% | +12.21% | 3.76% | 10:15 | 02:10 | 07:33 | 10:08 | 11:53 | 25:36 | 04:20 | 03:12 |
 | Aghanim's Scepter | 32 | 12.26% | 68.9 | 59.38% | +11.35% | -9.38% | +15.62% | 1.57% | 35:25 | 21:03 | 25:49 | 34:51 | 41:47 | 55:29 | 15:58 | 11:49 |
 | Chainmail | 26 | 9.96% | 66.7 | 61.54% | +13.45% | -4.40% | +5.13% | 0.75% | 20:46 | 09:32 | 12:48 | 17:05 | 25:29 | 49:33 | 12:41 | 09:23 |
 | Wind Lace | 184 | 70.50% | 64.4 | 46.20% | -10.94% | -2.72% | +5.97% | 1.15% | 11:07 | -01:29 | 05:50 | 09:38 | 13:24 | 46:33 | 07:34 | 05:36 |
 | Medallion of Courage | 21 | 8.05% | 62.2 | 61.90% | +13.57% | -1.90% | -1.90% | 0.00% | 21:34 | 09:33 | 12:31 | 18:40 | 26:02 | 46:36 | 13:31 | 10:00 |
 | Tranquil Boots | 153 | 58.62% | 60.0 | 45.10% | -10.46% | +2.27% | +12.79% | 1.71% | 14:09 | 03:31 | 09:43 | 12:05 | 15:52 | 48:29 | 06:09 | 04:33 |
 | Solar Crest | 17 | 6.51% | 57.8 | 64.71% | +16.35% | +10.29% | -14.71% | -2.24% | 28:23 | 16:10 | 20:38 | 23:59 | 31:47 | 53:25 | 11:09 | 08:15 |
 | Ring of Basilius | 91 | 34.87% | 55.6 | 47.25% | -3.34% | +22.32% | -3.77% | -4.10% | 05:18 | -01:29 | 01:46 | 03:25 | 08:08 | 46:13 | 06:22 | 04:42 |
 | Blight Stone | 22 | 8.43% | 53.3 | 59.09% | +10.55% | +7.58% | +0.91% | -0.64% | 20:25 | 03:20 | 13:09 | 18:16 | 23:36 | 46:33 | 10:27 | 07:44 |
 | Headdress | 6 | 2.30% | 51.1 | 83.33% | +34.70% | +16.67% | +16.67% | 0.00% | 17:54 | 01:21 | 11:19 | 12:35 | 18:02 | 49:33 | 06:43 | 04:58 |
 | Buckler | 5 | 1.92% | 48.9 | 80.00% | +31.17% | +20.00% | +20.00% | 0.00% | 32:46 | 18:54 | 18:54 | 24:08 | 46:13 | 52:33 | 27:19 | 20:14 |
 | Mekansm | 5 | 1.92% | 46.7 | 80.00% | +31.17% | +20.00% | +20.00% | 0.00% | 24:51 | 15:49 | 15:49 | 19:15 | 21:30 | 49:33 | 05:41 | 04:12 |
 | Ring of Protection | 12 | 4.60% | 44.4 | 50.00% | +0.60% | +16.67% | +16.67% | 0.00% | 19:55 | -01:29 | 04:42 | 18:54 | 23:24 | 52:33 | 18:42 | 13:51 |
 | Ring of Health | 4 | 1.53% | 42.2 | 75.00% | +25.97% | -75.00% | +25.00% | 0.00% | 33:14 | 27:49 | 27:49 | 31:41 | 34:50 | 38:37 | 07:01 | 05:11 |
 | Scythe of Vyse | 4 | 1.53% | 40.0 | 75.00% | +25.97% | +25.00% | +25.00% | 0.00% | 47:50 | 45:31 | 45:31 | 45:56 | 47:04 | 52:50 | 01:33 | 01:08 |
 | Guardian Greaves | 2 | 0.77% | 37.8 | 100.00% | +50.97% | 0.00% | 0.00% | 0.00% | 36:26 | 19:49 | 19:49 | 53:03 | 53:03 | 53:03 | 33:14 | 24:37 |
 | Veil of Discord | 5 | 1.92% | 35.6 | 60.00% | +10.78% | +40.00% | -60.00% | 0.00% | 20:10 | 11:12 | 11:12 | 14:14 | 20:24 | 41:55 | 09:12 | 06:48 |
 | Lotus Orb | 3 | 1.15% | 33.3 | 66.67% | +17.45% | -66.67% | 0.00% | 0.00% | 34:34 | 29:32 | 29:32 | 35:18 | 38:52 | 38:52 | 09:20 | 06:54 |
 | Octarine Core | 3 | 1.15% | 31.1 | 66.67% | +17.45% | -66.67% | 0.00% | 0.00% | 55:21 | 43:44 | 43:44 | 54:02 | 1:08:17 | 1:08:17 | 24:33 | 18:11 |
 | Eul's Scepter of Divinity | 1 | 0.38% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.38% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.38% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.38% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.38% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:36 | 1:02:36 | 1:02:36 | 1:02:36 | 1:02:36 | 1:02:36 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.38% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.38% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Null Talisman | 6 | 2.30% | 13.3 | 33.33% | -16.47% | +16.67% | -33.33% | 0.00% | 07:05 | -01:29 | 01:07 | 01:23 | 14:02 | 17:26 | 12:55 | 09:34 |
 | Morbid Mask | 2 | 0.77% | 11.1 | 50.00% | +0.58% | +50.00% | 0.00% | 0.00% | 37:30 | 28:47 | 28:47 | 46:13 | 46:13 | 46:13 | 17:26 | 12:54 |
 | Urn of Shadows | 5 | 1.92% | 8.9 | 20.00% | -30.00% | +80.00% | -20.00% | 0.00% | 15:53 | 05:31 | 05:31 | 16:52 | 20:38 | 23:24 | 15:07 | 11:11 |
 | Black King Bar | 1 | 0.38% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 |
 | Bottle | 1 | 0.38% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 1.53% | 2.2 | 0.00% | -50.19% | 0.00% | 0.00% | 0.00% | 11:50 | 11:17 | 11:17 | 11:25 | 11:29 | 13:09 | 00:12 | 00:08 |