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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 | |
 | Headdress | 17 | 9.55% | 100.0 | 70.59% | +33.94% | +29.41% | -20.59% | -2.84% | 12:51 | -01:29 | -01:29 | 17:04 | 19:06 | 37:51 | 20:35 | 15:14 |
 | Aether Lens | 51 | 28.65% | 98.4 | 52.94% | +18.29% | -14.48% | +0.91% | 1.29% | 27:17 | 12:09 | 20:27 | 23:47 | 32:21 | 52:07 | 11:54 | 08:48 |
 | Buckler | 9 | 5.06% | 96.8 | 77.78% | +39.91% | +22.22% | -27.78% | -3.92% | 28:08 | 16:34 | 17:53 | 26:53 | 30:39 | 52:11 | 12:46 | 09:27 |
 | Arcane Boots | 86 | 48.31% | 95.2 | 48.84% | +17.32% | +1.16% | -1.22% | -0.49% | 15:36 | 06:43 | 12:23 | 14:10 | 17:15 | 44:32 | 04:52 | 03:36 |
 | Void Stone | 70 | 39.33% | 93.5 | 47.14% | +11.95% | -19.36% | -0.08% | 1.52% | 25:06 | 06:18 | 18:36 | 22:22 | 31:17 | 52:07 | 12:41 | 09:23 |
 | Chainmail | 23 | 12.92% | 91.9 | 56.52% | +19.10% | -6.52% | +10.15% | 2.14% | 15:33 | 07:39 | 09:56 | 16:35 | 17:43 | 37:53 | 07:47 | 05:45 |
 | Mekansm | 12 | 6.74% | 90.3 | 66.67% | +28.72% | +33.33% | -33.34% | -15.10% | 23:40 | 19:15 | 19:31 | 22:08 | 23:56 | 37:53 | 04:25 | 03:16 |
 | Boots of Speed | 178 | 100.00% | 88.7 | 39.89% | +39.89% | +6.78% | -3.53% | -2.90% | 07:57 | -01:29 | 06:09 | 07:51 | 09:42 | 15:47 | 03:33 | 02:37 |
 | Fluffy Hat | 105 | 58.99% | 87.1 | 41.90% | +4.91% | -3.44% | +15.79% | 1.79% | 18:53 | 03:59 | 12:53 | 16:32 | 23:39 | 53:05 | 10:46 | 07:58 |
 | Glimmer Cape | 34 | 19.10% | 85.5 | 50.00% | +12.50% | -16.67% | +25.00% | 4.50% | 28:49 | 16:17 | 22:55 | 27:39 | 32:10 | 50:59 | 09:15 | 06:51 |
 | Force Staff | 77 | 43.26% | 83.9 | 42.86% | +5.24% | -6.02% | +25.56% | 4.60% | 26:02 | 16:59 | 21:38 | 24:41 | 28:30 | 53:30 | 06:52 | 05:05 |
 | Magic Stick | 163 | 91.57% | 82.3 | 38.65% | -14.68% | +12.57% | -9.38% | -4.00% | 03:43 | -01:29 | -01:28 | 02:37 | 06:57 | 21:05 | 08:25 | 06:14 |
 | Aghanim's Scepter | 18 | 10.11% | 80.6 | 55.56% | +17.43% | +4.44% | +19.44% | 2.34% | 32:15 | 16:28 | 27:31 | 31:18 | 33:56 | 56:16 | 06:25 | 04:45 |
 | Magic Wand | 130 | 73.03% | 79.0 | 37.69% | -8.14% | -4.36% | -6.44% | -0.40% | 10:48 | 00:51 | 08:05 | 11:07 | 13:16 | 22:16 | 05:11 | 03:50 |
 | Guardian Greaves | 3 | 1.69% | 77.4 | 100.00% | +61.14% | 0.00% | 0.00% | 0.00% | 29:23 | 23:25 | 23:25 | 30:50 | 33:53 | 33:53 | 10:28 | 07:45 |
 | Blink Dagger | 7 | 3.93% | 75.8 | 71.43% | +32.83% | -71.43% | +28.57% | 13.39% | 38:47 | 24:14 | 34:29 | 39:43 | 41:57 | 51:35 | 07:28 | 05:31 |
 | Ring of Protection | 22 | 12.36% | 74.2 | 50.00% | +11.54% | -50.00% | +30.00% | 4.70% | 14:07 | -01:29 | 05:01 | 13:30 | 22:03 | 37:39 | 17:02 | 12:37 |
 | Wind Lace | 105 | 58.99% | 72.6 | 36.19% | -9.02% | -1.57% | +6.12% | 0.89% | 14:25 | -01:29 | 08:08 | 12:44 | 16:47 | 49:53 | 08:39 | 06:24 |
 | Sange | 5 | 2.81% | 71.0 | 80.00% | +41.27% | -80.00% | +20.00% | 0.00% | 32:29 | 15:43 | 15:43 | 32:15 | 39:53 | 50:31 | 24:10 | 17:54 |
 | Aghanim's Shard | 50 | 28.09% | 69.4 | 40.00% | +0.16% | -1.54% | +18.33% | 2.14% | 29:16 | 15:00 | 23:22 | 29:21 | 32:39 | 1:07:43 | 09:17 | 06:52 |
 | Tranquil Boots | 62 | 34.83% | 67.7 | 35.48% | -6.76% | +20.77% | +11.19% | -1.09% | 17:14 | 08:26 | 12:27 | 14:45 | 21:14 | 38:34 | 08:47 | 06:30 |
 | Vladmir's Offering | 6 | 3.37% | 66.1 | 66.67% | +27.72% | +33.33% | -66.67% | 0.00% | 33:17 | 23:22 | 26:49 | 28:41 | 37:39 | 52:12 | 10:50 | 08:01 |
 | Morbid Mask | 6 | 3.37% | 64.5 | 66.67% | +27.72% | +33.33% | -66.67% | 0.00% | 32:27 | 23:22 | 23:45 | 27:19 | 37:39 | 52:12 | 13:54 | 10:17 |
 | Drum of Endurance | 6 | 3.37% | 62.9 | 66.67% | +27.72% | +33.33% | -66.67% | 0.00% | 21:23 | 17:30 | 20:13 | 20:21 | 23:54 | 25:54 | 03:41 | 02:43 |
 | Ring of Health | 9 | 5.06% | 61.3 | 55.56% | +16.51% | +44.44% | -55.56% | -7.67% | 31:26 | 15:20 | 24:25 | 30:22 | 37:27 | 46:52 | 13:02 | 09:39 |
 | Witch Blade | 9 | 5.06% | 59.7 | 55.56% | +16.51% | +44.44% | -55.56% | -15.58% | 13:55 | 09:27 | 10:23 | 12:44 | 16:48 | 20:19 | 06:25 | 04:45 |
 | Ring of Basilius | 36 | 20.22% | 58.1 | 36.11% | -4.74% | +8.33% | +8.33% | 0.00% | 12:08 | 00:31 | 05:40 | 10:37 | 12:50 | 52:12 | 07:10 | 05:18 |
 | Kaya | 7 | 3.93% | 56.5 | 57.14% | +17.96% | -7.14% | -7.14% | 0.00% | 30:41 | 19:55 | 20:37 | 28:36 | 35:05 | 44:13 | 14:28 | 10:42 |
 | Wraith Pact | 2 | 1.12% | 54.8 | 100.00% | +60.80% | 0.00% | 0.00% | 0.00% | 33:53 | 26:49 | 26:49 | 40:57 | 40:57 | 40:57 | 14:08 | 10:28 |
 | Ethereal Blade | 2 | 1.12% | 53.2 | 100.00% | +60.80% | 0.00% | 0.00% | 0.00% | 37:47 | 31:02 | 31:02 | 44:32 | 44:32 | 44:32 | 13:30 | 10:00 |
 | Heaven's Halberd | 2 | 1.12% | 51.6 | 100.00% | +60.80% | 0.00% | 0.00% | 0.00% | 42:32 | 34:16 | 34:16 | 50:47 | 50:47 | 50:47 | 16:31 | 12:14 |
 | Hood of Defiance | 2 | 1.12% | 50.0 | 100.00% | +60.80% | 0.00% | 0.00% | 0.00% | 22:42 | 15:34 | 15:34 | 29:49 | 29:49 | 29:49 | 14:15 | 10:33 |
 | Null Talisman | 19 | 10.67% | 48.4 | 36.84% | -3.41% | +3.16% | -16.84% | -20.00% | 01:41 | -01:29 | -01:29 | 01:57 | 02:26 | 12:53 | 03:55 | 02:54 |
 | Aeon Disk | 6 | 3.37% | 46.8 | 50.00% | +10.47% | 0.00% | +50.00% | 0.00% | 46:31 | 35:40 | 38:00 | 42:58 | 54:44 | 55:01 | 16:44 | 12:23 |
 | Black King Bar | 3 | 1.69% | 45.2 | 66.67% | +27.24% | -66.67% | 0.00% | 0.00% | 37:14 | 21:01 | 21:01 | 29:40 | 1:01:00 | 1:01:00 | 39:59 | 29:37 |
 | Kaya and Sange | 3 | 1.69% | 43.5 | 66.67% | +27.24% | -66.67% | 0.00% | 0.00% | 28:15 | 19:55 | 19:55 | 24:37 | 40:13 | 40:13 | 20:18 | 15:02 |
 | Octarine Core | 3 | 1.69% | 41.9 | 66.67% | +27.24% | +33.33% | 0.00% | 0.00% | 44:09 | 33:31 | 33:31 | 41:47 | 57:09 | 57:09 | 23:38 | 17:30 |
 | Veil of Discord | 11 | 6.18% | 40.3 | 36.36% | -3.76% | -3.03% | +30.31% | 6.92% | 16:31 | 11:20 | 13:11 | 17:21 | 18:00 | 23:02 | 04:49 | 03:34 |
 | Ghost Scepter | 28 | 15.73% | 38.7 | 25.00% | -17.67% | +17.86% | -10.71% | -2.17% | 33:10 | 19:02 | 25:22 | 30:33 | 38:31 | 1:03:49 | 13:09 | 09:44 |
 | Lotus Orb | 7 | 3.93% | 37.1 | 42.86% | +3.09% | +7.14% | -42.86% | -4.33% | 34:28 | 25:30 | 26:05 | 31:25 | 37:38 | 47:07 | 11:33 | 08:33 |
 | Crown | 12 | 6.74% | 35.5 | 33.33% | -7.03% | 0.00% | 0.00% | 0.00% | 15:19 | 08:46 | 11:28 | 13:01 | 16:54 | 29:07 | 05:26 | 04:01 |
 | Spirit Vessel | 8 | 4.49% | 33.9 | 37.50% | -2.50% | -37.50% | +12.50% | 6.01% | 21:13 | 14:41 | 16:29 | 21:10 | 24:48 | 27:05 | 08:19 | 06:09 |
 | Boots of Bearing | 1 | 0.56% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.56% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.56% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.56% | 27.4 | 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 |
 | Helm of the Dominator | 1 | 0.56% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 17 | 9.55% | 24.2 | 23.53% | -18.08% | -23.53% | +1.47% | 1.50% | 26:59 | 11:02 | 16:11 | 27:09 | 32:49 | 49:53 | 16:38 | 12:19 |
 | Urn of Shadows | 12 | 6.74% | 22.6 | 25.00% | -15.96% | -25.00% | +41.67% | 8.42% | 09:32 | 03:55 | 05:06 | 06:18 | 13:01 | 22:03 | 07:55 | 05:51 |
 | Scythe of Vyse | 2 | 1.12% | 21.0 | 50.00% | +10.23% | -50.00% | 0.00% | 0.00% | 48:09 | 42:03 | 42:03 | 54:14 | 54:14 | 54:14 | 12:11 | 09:01 |
 | Dragon Lance | 2 | 1.12% | 19.4 | 50.00% | +10.23% | -50.00% | 0.00% | 0.00% | 26:50 | 22:06 | 22:06 | 31:33 | 31:33 | 31:33 | 09:27 | 07:00 |
 | Soul Ring | 2 | 1.12% | 17.7 | 50.00% | +10.23% | +50.00% | 0.00% | 0.00% | 15:32 | 14:55 | 14:55 | 16:08 | 16:08 | 16:08 | 01:13 | 00:54 |
 | Power Treads | 3 | 1.69% | 16.1 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 08:39 | 07:01 | 07:01 | 09:01 | 09:55 | 09:55 | 02:54 | 02:08 |
 | Quelling Blade | 5 | 2.81% | 14.5 | 20.00% | -20.46% | -20.00% | -20.00% | 0.00% | 03:43 | -01:29 | -01:29 | 02:00 | 06:45 | 12:49 | 08:14 | 06:05 |
 | Blight Stone | 1 | 0.56% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.56% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.56% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Bottle | 1 | 0.56% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:07 | 01:07 | 01:07 | 01:07 | 01:07 | 01:07 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.56% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Bracer | 1 | 0.56% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.56% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.56% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 00:00 | 00:00 |