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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 | |
 | Skull Basher | 16 | 47.06% | 100.0 | 68.75% | +46.53% | +31.25% | -18.75% | -3.96% | 39:25 | 24:24 | 27:03 | 33:18 | 39:40 | 1:24:49 | 12:37 | 09:20 |
 | Ring of Health | 11 | 32.35% | 98.2 | 72.73% | +42.30% | +27.27% | -6.06% | -1.90% | 28:44 | 02:46 | 12:51 | 24:25 | 30:23 | 1:08:04 | 17:32 | 12:59 |
 | Quelling Blade | 28 | 82.35% | 96.5 | 50.00% | +33.33% | -7.14% | -7.14% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:17 | 00:01 | 00:00 |
 | Diffusal Blade | 5 | 14.71% | 94.7 | 80.00% | +42.07% | +20.00% | -80.00% | -31.41% | 22:05 | 20:07 | 20:07 | 21:49 | 23:18 | 23:33 | 03:11 | 02:21 |
 | Aghanim's Scepter | 7 | 20.59% | 93.0 | 71.43% | +34.39% | -21.43% | +28.57% | 5.40% | 32:12 | 23:24 | 25:28 | 32:16 | 34:44 | 40:20 | 09:16 | 06:51 |
 | Magic Wand | 31 | 91.18% | 91.2 | 45.16% | +11.83% | +4.84% | -7.66% | -3.23% | 08:14 | 02:38 | 05:58 | 07:44 | 09:50 | 19:28 | 03:52 | 02:51 |
 | Boots of Speed | 34 | 100.00% | 89.5 | 44.12% | +44.12% | +0.32% | +5.88% | 1.42% | 07:37 | 01:35 | 05:13 | 06:18 | 09:08 | 22:39 | 03:55 | 02:54 |
 | Magic Stick | 32 | 94.12% | 87.7 | 43.75% | -6.25% | -31.25% | +6.25% | 8.89% | 03:08 | -01:29 | -01:20 | 03:52 | 05:33 | 08:26 | 06:53 | 05:05 |
 | Fluffy Hat | 28 | 82.35% | 86.0 | 42.86% | -7.14% | -14.29% | +14.28% | 4.04% | 07:59 | 01:45 | 03:11 | 04:21 | 10:15 | 37:34 | 07:04 | 05:14 |
 | Orb of Venom | 29 | 85.29% | 84.2 | 41.38% | -18.62% | +1.48% | +1.48% | 0.00% | 03:09 | -01:29 | -01:29 | 01:18 | 04:09 | 15:00 | 05:38 | 04:10 |
 | Arcane Boots | 6 | 17.65% | 82.5 | 66.67% | +27.38% | -16.67% | +33.33% | 3.39% | 15:59 | 07:31 | 09:00 | 12:35 | 23:45 | 24:23 | 14:45 | 10:55 |
 | Orb of Corrosion | 26 | 76.47% | 80.7 | 42.31% | -7.69% | -13.74% | +7.69% | 3.37% | 07:35 | 02:50 | 03:55 | 04:55 | 10:16 | 16:20 | 06:21 | 04:42 |
 | Blight Stone | 26 | 76.47% | 78.9 | 42.31% | -7.69% | +0.55% | -25.64% | -11.73% | 04:23 | 01:19 | 02:16 | 03:28 | 04:30 | 15:48 | 02:14 | 01:39 |
 | Bottle | 14 | 41.18% | 77.2 | 50.00% | +10.00% | 0.00% | -16.67% | -14.93% | 02:33 | 00:22 | 01:35 | 02:04 | 02:42 | 07:17 | 01:07 | 00:49 |
 | Aghanim's Shard | 21 | 61.76% | 75.4 | 42.86% | -3.29% | -2.86% | -22.86% | -3.11% | 25:35 | 20:44 | 21:16 | 23:34 | 27:42 | 41:22 | 06:26 | 04:45 |
 | Hood of Defiance | 4 | 11.76% | 73.7 | 75.00% | +35.00% | +25.00% | -75.00% | 0.00% | 19:07 | 12:29 | 12:29 | 12:54 | 13:10 | 37:54 | 00:41 | 00:30 |
 | Power Treads | 15 | 44.12% | 71.9 | 46.67% | +4.56% | -21.67% | +28.33% | 7.79% | 11:58 | 07:37 | 09:09 | 11:21 | 15:34 | 17:02 | 06:25 | 04:45 |
 | Blink Dagger | 29 | 85.29% | 70.2 | 37.93% | -42.07% | -9.36% | +4.93% | 2.25% | 20:13 | 12:47 | 17:07 | 18:53 | 23:28 | 30:32 | 06:21 | 04:42 |
 | Rod of Atos | 2 | 5.88% | 68.4 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 31:13 | 26:51 | 26:51 | 35:34 | 35:34 | 35:34 | 08:43 | 06:27 |
 | Crown | 2 | 5.88% | 66.7 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 31:12 | 26:50 | 26:50 | 35:33 | 35:33 | 35:33 | 08:43 | 06:27 |
 | Aghanim's Blessing | 2 | 5.88% | 64.9 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 60:00 | 56:43 | 56:43 | 1:03:16 | 1:03:16 | 1:03:16 | 06:33 | 04:51 |
 | Gleipnir | 2 | 5.88% | 63.2 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 31:44 | 27:34 | 27:34 | 35:53 | 35:53 | 35:53 | 08:19 | 06:09 |
 | Morbid Mask | 2 | 5.88% | 61.4 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 23:52 | 20:00 | 20:00 | 27:43 | 27:43 | 27:43 | 07:43 | 05:42 |
 | Aeon Disk | 10 | 29.41% | 59.6 | 50.00% | +8.33% | +16.67% | 0.00% | -2.20% | 37:35 | 28:00 | 31:09 | 33:52 | 38:43 | 1:06:53 | 07:34 | 05:36 |
 | Vanguard | 5 | 14.71% | 57.9 | 60.00% | +18.62% | +40.00% | -60.00% | -1.78% | 54:57 | 11:47 | 11:47 | 1:02:27 | 1:08:04 | 1:27:01 | 56:17 | 41:41 |
 | Ring of Protection | 5 | 14.71% | 56.1 | 60.00% | +18.62% | -60.00% | +40.00% | 17.44% | 07:56 | 01:56 | 01:56 | 07:06 | 07:40 | 19:37 | 05:44 | 04:14 |
 | Echo Sabre | 5 | 14.71% | 54.4 | 60.00% | +18.62% | -60.00% | +40.00% | 25.32% | 11:40 | 08:38 | 08:38 | 12:22 | 12:35 | 12:47 | 03:57 | 02:55 |
 | Lotus Orb | 5 | 14.71% | 52.6 | 60.00% | +18.62% | +40.00% | -60.00% | -20.69% | 30:25 | 26:31 | 26:31 | 29:28 | 31:21 | 37:14 | 04:50 | 03:34 |
 | Javelin | 9 | 26.47% | 50.9 | 44.44% | +0.44% | +5.56% | +5.56% | 0.00% | 12:06 | 07:34 | 07:40 | 09:57 | 16:16 | 21:29 | 08:36 | 06:22 |
 | Maelstrom | 9 | 26.47% | 49.1 | 44.44% | +0.44% | +5.56% | +5.56% | 0.00% | 16:14 | 12:43 | 13:57 | 15:23 | 16:16 | 23:26 | 02:19 | 01:42 |
 | Shiva's Guard | 3 | 8.82% | 47.4 | 66.67% | +24.73% | +33.33% | 0.00% | 0.00% | 51:09 | 37:18 | 37:18 | 48:26 | 1:07:43 | 1:07:43 | 30:25 | 22:31 |
 | Tranquil Boots | 3 | 8.82% | 45.6 | 66.67% | +24.73% | +33.33% | 0.00% | 0.00% | 08:28 | 04:25 | 04:25 | 08:57 | 12:01 | 12:01 | 07:36 | 05:37 |
 | Abyssal Blade | 4 | 11.76% | 43.9 | 50.00% | +6.67% | +50.00% | -50.00% | 0.00% | 1:05:52 | 45:37 | 45:37 | 1:02:33 | 1:08:18 | 1:27:01 | 22:41 | 16:48 |
 | Force Staff | 1 | 2.94% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.94% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Buckler | 1 | 2.94% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.94% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.94% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.94% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 00:00 | 00:00 |
 | Satanic | 1 | 2.94% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.94% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.94% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:11 | 1:03:11 | 1:03:11 | 1:03:11 | 1:03:11 | 1:03:11 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.94% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 00:00 | 00:00 |
 | Sange | 1 | 2.94% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.94% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.94% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 00:00 | 00:00 |
 | Void Stone | 17 | 50.00% | 19.3 | 23.53% | -41.18% | -23.53% | +26.47% | 4.67% | 24:16 | 05:00 | 16:32 | 24:25 | 27:14 | 45:57 | 10:42 | 07:55 |
 | Spirit Vessel | 2 | 5.88% | 17.5 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 13:18 | 10:14 | 10:14 | 16:22 | 16:22 | 16:22 | 06:08 | 04:32 |
 | Wind Lace | 13 | 38.24% | 15.8 | 15.38% | -46.52% | +17.95% | -15.38% | -3.28% | 16:24 | -01:16 | 08:16 | 16:28 | 18:26 | 53:50 | 10:10 | 07:31 |
 | Urn of Shadows | 3 | 8.82% | 14.0 | 33.33% | -11.83% | -33.33% | 0.00% | 0.00% | 05:16 | 03:09 | 03:09 | 03:29 | 09:10 | 09:10 | 06:01 | 04:27 |
 | Octarine Core | 1 | 2.94% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |
 | Headdress | 1 | 2.94% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.94% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:36:14 | 1:36:14 | 1:36:14 | 1:36:14 | 1:36:14 | 1:36:14 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.94% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 10 | 29.41% | 5.3 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 25:44 | 10:17 | 18:41 | 24:39 | 27:39 | 54:48 | 08:58 | 06:38 |
 | Pipe of Insight | 1 | 2.94% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.94% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:03 | 1:19:03 | 1:19:03 | 1:19:03 | 1:19:03 | 1:19:03 | 00:00 | 00:00 |