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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 | |
 | Refresher Orb | 19 | 13.01% | 100.0 | 84.21% | +35.39% | +15.79% | -4.21% | -1.68% | 46:14 | 31:53 | 38:53 | 44:12 | 50:48 | 1:11:27 | 11:55 | 08:49 |
 | Assault Cuirass | 53 | 36.30% | 98.4 | 69.81% | +25.72% | +7.11% | -0.58% | -0.88% | 35:37 | 23:12 | 29:56 | 35:12 | 38:40 | 1:03:56 | 08:44 | 06:28 |
 | Buckler | 76 | 52.05% | 96.8 | 67.11% | +28.54% | +1.31% | -14.48% | -1.41% | 29:46 | 13:10 | 23:49 | 28:12 | 35:00 | 1:02:20 | 11:11 | 08:17 |
 | Octarine Core | 25 | 17.12% | 95.2 | 76.00% | +27.24% | -26.00% | +7.33% | 3.71% | 34:13 | 21:00 | 27:34 | 32:34 | 36:33 | 1:15:12 | 08:59 | 06:39 |
 | Boots of Travel | 16 | 10.96% | 93.7 | 81.25% | +31.25% | -6.25% | -6.25% | 0.00% | 35:44 | 20:37 | 28:02 | 35:16 | 40:36 | 50:17 | 12:34 | 09:18 |
 | Ring of Basilius | 20 | 13.70% | 92.1 | 75.00% | +25.00% | +5.00% | +5.00% | 0.00% | 29:00 | 03:14 | 23:46 | 28:46 | 33:06 | 50:48 | 09:20 | 06:54 |
 | Void Stone | 53 | 36.30% | 90.5 | 64.15% | +16.84% | +5.08% | -10.30% | -1.24% | 31:03 | 05:14 | 23:21 | 30:19 | 35:48 | 60:07 | 12:27 | 09:13 |
 | Morbid Mask | 19 | 13.01% | 88.9 | 73.68% | +23.29% | +6.32% | -13.68% | -2.77% | 29:24 | 08:36 | 25:14 | 28:48 | 32:27 | 50:48 | 07:13 | 05:20 |
 | Pipe of Insight | 35 | 23.97% | 87.3 | 65.71% | +16.16% | +0.96% | +0.96% | 0.00% | 19:59 | 13:11 | 16:23 | 19:02 | 21:25 | 35:06 | 05:02 | 03:43 |
 | Ring of Protection | 130 | 89.04% | 85.7 | 55.38% | +17.88% | +2.20% | -8.50% | -1.47% | 09:35 | -01:29 | 02:45 | 05:03 | 10:02 | 1:02:20 | 07:17 | 05:23 |
 | Vladmir's Offering | 18 | 12.33% | 84.1 | 72.22% | +21.44% | +7.78% | +2.78% | 0.00% | 31:11 | 17:45 | 26:00 | 30:28 | 33:33 | 50:48 | 07:33 | 05:35 |
 | Cornucopia | 18 | 12.33% | 82.5 | 72.22% | +21.44% | +7.78% | +2.78% | 0.00% | 43:02 | 24:52 | 36:32 | 41:04 | 47:23 | 1:08:06 | 10:51 | 08:02 |
 | Hand of Midas | 69 | 47.26% | 81.0 | 57.97% | +8.62% | +12.62% | -16.79% | -5.75% | 14:39 | 08:32 | 11:11 | 12:56 | 16:18 | 40:00 | 05:07 | 03:47 |
 | Aghanim's Shard | 85 | 58.22% | 79.4 | 56.47% | +7.29% | +14.96% | -4.09% | -2.76% | 23:59 | 15:38 | 19:39 | 23:43 | 26:33 | 40:42 | 06:54 | 05:06 |
 | Boots of Speed | 146 | 100.00% | 77.8 | 53.42% | +53.42% | +0.63% | -0.64% | -0.24% | 06:57 | 01:49 | 04:04 | 05:59 | 09:28 | 24:45 | 05:24 | 04:00 |
 | Magic Wand | 119 | 81.51% | 76.2 | 53.78% | +1.93% | +12.89% | -10.45% | -4.36% | 06:14 | -01:29 | 03:17 | 05:20 | 08:38 | 22:03 | 05:21 | 03:57 |
 | Headdress | 41 | 28.08% | 74.6 | 60.98% | +10.50% | -0.98% | +9.02% | 1.97% | 16:26 | 02:07 | 13:28 | 16:12 | 18:32 | 33:35 | 05:04 | 03:45 |
 | Urn of Shadows | 101 | 69.18% | 73.0 | 54.46% | +3.35% | +9.54% | +1.54% | -1.70% | 06:37 | 01:42 | 04:03 | 05:50 | 08:45 | 18:07 | 04:42 | 03:28 |
 | Arcane Boots | 66 | 45.21% | 71.4 | 56.06% | +4.81% | -20.77% | +12.69% | 2.06% | 17:05 | 05:08 | 09:16 | 14:12 | 25:29 | 41:22 | 16:13 | 12:00 |
 | Radiance | 50 | 34.25% | 69.8 | 58.00% | +6.96% | +26.62% | -16.33% | -7.30% | 22:34 | 14:23 | 19:12 | 21:54 | 25:05 | 34:30 | 05:53 | 04:21 |
 | Spirit Vessel | 79 | 54.11% | 68.3 | 54.43% | +2.19% | +5.57% | +0.57% | -1.53% | 13:00 | 07:58 | 10:49 | 12:30 | 14:05 | 26:48 | 03:16 | 02:25 |
 | Blink Dagger | 53 | 36.30% | 66.7 | 56.60% | +4.99% | -10.45% | -10.45% | 0.00% | 25:44 | 11:25 | 17:53 | 27:03 | 30:52 | 39:20 | 12:59 | 09:37 |
 | Ring of Health | 64 | 43.84% | 65.1 | 54.69% | +2.25% | -4.69% | -17.19% | -0.81% | 13:21 | 01:57 | 03:22 | 11:00 | 18:52 | 46:32 | 15:30 | 11:28 |
 | Magic Stick | 111 | 76.03% | 63.5 | 50.45% | -12.41% | +3.12% | -7.59% | -2.99% | 02:39 | -01:29 | -01:29 | 01:33 | 05:04 | 19:03 | 06:33 | 04:51 |
 | Wind Lace | 51 | 34.93% | 61.9 | 54.90% | +2.27% | +6.64% | -8.75% | -2.40% | 10:02 | -01:29 | 05:15 | 07:29 | 11:40 | 47:38 | 06:25 | 04:45 |
 | Fluffy Hat | 52 | 35.62% | 60.3 | 53.85% | +0.66% | 0.00% | -7.70% | -1.73% | 09:55 | 03:36 | 07:08 | 09:50 | 11:35 | 25:36 | 04:27 | 03:17 |
 | Crown | 52 | 35.62% | 58.7 | 51.92% | -2.34% | +9.62% | -28.84% | -10.21% | 07:38 | 02:57 | 05:15 | 06:42 | 09:01 | 19:55 | 03:46 | 02:47 |
 | Boots of Travel 2 | 4 | 2.74% | 57.1 | 100.00% | +47.89% | 0.00% | 0.00% | 0.00% | 46:26 | 35:49 | 35:49 | 38:58 | 52:36 | 58:20 | 16:47 | 12:25 |
 | Vanguard | 26 | 17.81% | 55.6 | 57.69% | +5.19% | +28.02% | +8.98% | -2.24% | 11:56 | 04:17 | 06:15 | 07:51 | 14:45 | 41:23 | 08:30 | 06:17 |
 | Quelling Blade | 65 | 44.52% | 54.0 | 47.69% | -10.33% | +14.81% | +2.31% | 0.00% | 00:03 | -01:30 | -01:29 | -01:29 | -01:29 | 1:04:34 | 00:00 | 00:00 |
 | Bracer | 60 | 41.10% | 52.4 | 46.67% | -11.47% | +20.00% | -20.00% | -40.00% | 02:22 | -01:26 | 01:49 | 02:08 | 02:36 | 07:28 | 00:47 | 00:34 |
 | Lotus Orb | 19 | 13.01% | 50.8 | 57.89% | +5.13% | +22.11% | -37.89% | -6.05% | 28:10 | 15:12 | 21:19 | 27:36 | 31:14 | 49:36 | 09:55 | 07:20 |
 | Aghanim's Scepter | 34 | 23.29% | 49.2 | 50.00% | -4.46% | -5.56% | 0.00% | 0.79% | 26:37 | 17:54 | 23:04 | 24:30 | 30:08 | 44:06 | 07:04 | 05:14 |
 | Tranquil Boots | 34 | 23.29% | 47.6 | 47.06% | -8.30% | +19.61% | -22.06% | -7.27% | 09:41 | 03:21 | 05:38 | 07:35 | 11:22 | 30:01 | 05:44 | 04:14 |
 | Abyssal Blade | 3 | 2.05% | 46.0 | 100.00% | +47.55% | 0.00% | 0.00% | 0.00% | 40:59 | 36:04 | 36:04 | 42:08 | 44:46 | 44:46 | 08:42 | 06:26 |
 | Shiva's Guard | 12 | 8.22% | 44.4 | 58.33% | +5.34% | +8.34% | -25.00% | 0.00% | 35:06 | 24:03 | 30:44 | 34:43 | 39:21 | 42:48 | 08:37 | 06:22 |
 | Helm of Iron Will | 9 | 6.16% | 42.9 | 55.56% | +2.28% | +44.44% | -55.56% | 0.00% | 26:15 | 18:27 | 20:42 | 22:28 | 30:05 | 41:05 | 09:23 | 06:57 |
 | Crimson Guard | 9 | 6.16% | 41.3 | 55.56% | +2.28% | +44.44% | -55.56% | 0.00% | 28:03 | 18:27 | 22:45 | 24:29 | 32:27 | 41:23 | 09:42 | 07:11 |
 | Power Treads | 2 | 1.37% | 39.7 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 06:43 | 06:39 | 06:39 | 06:46 | 06:46 | 06:46 | 00:07 | 00:05 |
 | Force Staff | 2 | 1.37% | 38.1 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 27:26 | 22:53 | 22:53 | 31:58 | 31:58 | 31:58 | 09:05 | 06:43 |
 | Drum of Endurance | 2 | 1.37% | 36.5 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 40:00 | 32:22 | 32:22 | 47:38 | 47:38 | 47:38 | 15:16 | 11:18 |
 | Black King Bar | 11 | 7.53% | 34.9 | 45.45% | -8.62% | -12.12% | +21.22% | 0.00% | 39:45 | 21:32 | 29:07 | 34:43 | 45:37 | 1:11:22 | 16:30 | 12:13 |
 | Aeon Disk | 15 | 10.27% | 33.3 | 40.00% | -14.96% | +35.00% | +10.00% | 0.00% | 38:04 | 25:28 | 30:41 | 37:46 | 41:09 | 53:09 | 10:28 | 07:45 |
 | Hood of Defiance | 8 | 5.48% | 31.7 | 50.00% | -3.62% | +50.00% | 0.00% | 0.00% | 11:59 | 05:58 | 07:59 | 11:55 | 14:22 | 17:20 | 06:23 | 04:43 |
 | Manta Style | 5 | 3.42% | 30.2 | 60.00% | +6.81% | -60.00% | +40.00% | 0.00% | 26:30 | 22:01 | 22:01 | 25:41 | 28:21 | 31:28 | 06:20 | 04:41 |
 | Yasha | 5 | 3.42% | 28.6 | 60.00% | +6.81% | -60.00% | +40.00% | 0.00% | 24:15 | 18:36 | 18:36 | 24:39 | 27:20 | 27:59 | 08:44 | 06:28 |
 | Scythe of Vyse | 5 | 3.42% | 27.0 | 60.00% | +6.81% | -60.00% | +40.00% | 0.00% | 46:22 | 34:13 | 34:13 | 49:31 | 52:48 | 60:07 | 18:35 | 13:45 |
 | Soul Ring | 3 | 2.05% | 25.4 | 66.67% | +13.52% | +33.33% | 0.00% | 0.00% | 11:07 | 08:49 | 08:49 | 08:55 | 15:38 | 15:38 | 06:49 | 05:02 |
 | Skull Basher | 3 | 2.05% | 23.8 | 66.67% | +13.52% | +33.33% | 0.00% | 0.00% | 50:27 | 31:37 | 31:37 | 44:17 | 1:15:28 | 1:15:28 | 43:51 | 32:28 |
 | Chainmail | 8 | 5.48% | 22.2 | 37.50% | -16.85% | +12.50% | +12.50% | 0.00% | 17:15 | 05:19 | 08:39 | 09:51 | 16:27 | 51:54 | 07:48 | 05:46 |
 | Guardian Greaves | 4 | 2.74% | 20.6 | 50.00% | -3.52% | +50.00% | +50.00% | 0.00% | 27:51 | 15:23 | 15:23 | 19:44 | 24:11 | 52:05 | 08:48 | 06:31 |
 | Phase Boots | 1 | 0.68% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.68% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 00:00 |
 | Desolator | 1 | 0.68% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Battle Fury | 1 | 0.68% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:46 | 1:04:46 | 1:04:46 | 1:04:46 | 1:04:46 | 1:04:46 | 00:00 | 00:00 |
 | Mekansm | 5 | 3.42% | 12.7 | 40.00% | -13.90% | +60.00% | +60.00% | 0.00% | 23:13 | 11:36 | 11:36 | 18:19 | 20:18 | 51:54 | 08:42 | 06:26 |
 | Wraith Pact | 2 | 1.37% | 11.1 | 50.00% | -3.47% | -50.00% | 0.00% | 0.00% | 28:12 | 26:37 | 26:37 | 29:46 | 29:46 | 29:46 | 03:09 | 02:20 |
 | Overwhelming Blink | 3 | 2.05% | 9.5 | 33.33% | -20.52% | +66.67% | 0.00% | 0.00% | 44:05 | 37:38 | 37:38 | 43:47 | 50:49 | 50:49 | 13:11 | 09:45 |
 | Linken's Sphere | 4 | 2.74% | 7.9 | 25.00% | -29.23% | -25.00% | -25.00% | 0.00% | 39:30 | 33:21 | 33:21 | 38:01 | 43:04 | 43:33 | 09:43 | 07:11 |
 | Meteor Hammer | 1 | 0.68% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Blade Mail | 2 | 1.37% | 4.8 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 31:12 | 20:11 | 20:11 | 42:13 | 42:13 | 42:13 | 22:02 | 16:19 |
 | Eul's Scepter of Divinity | 1 | 0.68% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.68% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:10 | 47:10 | 47:10 | 47:10 | 47:10 | 47:10 | 00:00 | 00:00 |