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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 | |
 | Eye of Skadi | 56 | 37.09% | 100.0 | 58.93% | +16.82% | +12.50% | -16.07% | -5.57% | 30:55 | 19:47 | 27:54 | 31:15 | 33:02 | 39:21 | 05:08 | 03:48 |
 | Magic Wand | 120 | 79.47% | 98.6 | 50.83% | +12.12% | -4.16% | -7.50% | -0.60% | 07:43 | 01:02 | 04:17 | 07:16 | 09:53 | 21:41 | 05:36 | 04:08 |
 | Orb of Corrosion | 105 | 69.54% | 97.3 | 51.43% | +10.13% | +6.26% | -9.12% | -4.88% | 08:18 | 03:03 | 06:16 | 07:39 | 09:25 | 26:38 | 03:09 | 02:20 |
 | Blight Stone | 115 | 76.16% | 95.9 | 50.43% | +8.76% | +4.74% | -5.60% | -2.41% | 07:29 | -01:29 | 04:02 | 06:28 | 08:19 | 27:20 | 04:17 | 03:10 |
 | Fluffy Hat | 113 | 74.83% | 94.6 | 50.44% | +8.33% | +10.27% | -0.44% | -3.17% | 06:50 | -01:29 | 04:50 | 06:38 | 08:13 | 20:07 | 03:23 | 02:30 |
 | Orb of Venom | 125 | 82.78% | 93.2 | 49.60% | +7.29% | -7.66% | +5.24% | 9.80% | 00:59 | -01:29 | -01:29 | -01:28 | 02:48 | 14:25 | 04:17 | 03:10 |
 | Orchid Malevolence | 26 | 17.22% | 91.9 | 61.54% | +15.94% | -32.97% | -11.54% | 4.11% | 21:58 | 16:37 | 18:44 | 21:55 | 23:57 | 30:22 | 05:13 | 03:51 |
 | Desolator | 22 | 14.57% | 90.5 | 63.64% | +17.90% | +3.03% | +16.36% | 2.05% | 23:08 | 15:13 | 19:25 | 23:19 | 25:56 | 35:34 | 06:31 | 04:49 |
 | Magic Stick | 131 | 86.75% | 89.2 | 48.85% | +3.85% | -3.40% | +5.70% | 1.94% | 03:14 | -01:29 | -01:29 | 01:38 | 06:10 | 21:41 | 07:39 | 05:40 |
 | Boots of Speed | 102 | 67.55% | 87.8 | 50.00% | +5.10% | +7.69% | +2.00% | -3.56% | 03:39 | -01:29 | 01:57 | 02:43 | 03:33 | 25:25 | 01:36 | 01:11 |
 | Quelling Blade | 91 | 60.26% | 86.5 | 48.35% | +0.02% | -4.87% | +3.82% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Phase Boots | 13 | 8.61% | 85.1 | 69.23% | +22.85% | -2.56% | +30.77% | 17.70% | 06:57 | 04:21 | 05:29 | 06:40 | 07:22 | 13:24 | 01:53 | 01:23 |
 | Black King Bar | 95 | 62.91% | 83.8 | 47.37% | -2.63% | +19.30% | -14.04% | -6.85% | 22:45 | 15:54 | 19:19 | 21:27 | 24:11 | 36:07 | 04:52 | 03:36 |
 | Void Stone | 44 | 29.14% | 82.4 | 52.27% | +5.54% | +11.37% | +11.37% | 0.00% | 25:49 | 06:09 | 12:18 | 23:47 | 36:20 | 51:28 | 24:02 | 17:48 |
 | Power Treads | 80 | 52.98% | 81.1 | 46.25% | -4.45% | -1.25% | +13.75% | 10.34% | 06:53 | 04:12 | 05:37 | 06:17 | 07:04 | 25:55 | 01:27 | 01:04 |
 | Ring of Health | 34 | 22.52% | 79.7 | 52.94% | +5.93% | +2.62% | +9.56% | 0.23% | 29:07 | 08:22 | 12:25 | 34:59 | 42:07 | 51:21 | 29:42 | 22:00 |
 | Refresher Orb | 14 | 9.27% | 78.4 | 64.29% | +17.57% | -14.29% | +2.38% | 1.73% | 43:17 | 36:15 | 39:12 | 42:22 | 48:50 | 52:57 | 09:38 | 07:08 |
 | Skull Basher | 30 | 19.87% | 77.0 | 53.33% | +6.22% | +9.17% | -10.47% | -3.78% | 34:26 | 22:07 | 31:49 | 33:51 | 37:01 | 50:53 | 05:12 | 03:51 |
 | Echo Sabre | 40 | 26.49% | 75.7 | 50.00% | +2.25% | +20.00% | 0.00% | -7.89% | 13:34 | 09:28 | 11:39 | 13:12 | 14:11 | 24:48 | 02:32 | 01:52 |
 | Wraith Band | 17 | 11.26% | 74.3 | 58.82% | +11.81% | +41.18% | -33.82% | -75.00% | 02:48 | 01:22 | 01:30 | 01:57 | 02:17 | 12:07 | 00:47 | 00:34 |
 | Maelstrom | 38 | 25.17% | 73.0 | 47.37% | -1.30% | +22.63% | -14.04% | -7.69% | 17:27 | 12:10 | 12:55 | 14:49 | 17:41 | 37:34 | 04:46 | 03:31 |
 | Blink Dagger | 11 | 7.28% | 71.6 | 63.64% | +16.50% | +36.36% | -30.31% | -12.99% | 33:39 | 16:38 | 30:22 | 35:20 | 35:30 | 45:15 | 05:08 | 03:48 |
 | Chainmail | 26 | 17.22% | 70.3 | 50.00% | +2.00% | +7.14% | -16.67% | -2.16% | 11:29 | 02:59 | 04:23 | 10:36 | 15:25 | 28:22 | 11:02 | 08:10 |
 | Javelin | 43 | 28.48% | 68.9 | 44.19% | -5.81% | +10.36% | -7.83% | -1.37% | 17:10 | 07:22 | 09:42 | 11:57 | 22:57 | 55:52 | 13:15 | 09:48 |
 | Crystalys | 19 | 12.58% | 67.6 | 52.63% | +4.90% | -12.63% | -12.63% | 0.00% | 35:16 | 22:53 | 29:25 | 33:05 | 38:49 | 51:21 | 09:24 | 06:57 |
 | Butterfly | 7 | 4.64% | 66.2 | 71.43% | +24.21% | +28.57% | -71.43% | 0.00% | 37:19 | 32:38 | 32:46 | 37:00 | 38:53 | 43:39 | 06:07 | 04:31 |
 | Wind Lace | 30 | 19.87% | 64.9 | 43.33% | -6.26% | +6.67% | +28.10% | 2.30% | 15:18 | 04:53 | 10:28 | 13:46 | 19:48 | 30:47 | 09:20 | 06:54 |
 | Ring of Protection | 8 | 5.30% | 63.5 | 62.50% | +14.95% | -12.50% | +37.50% | 0.00% | 13:52 | -01:29 | -01:28 | 09:34 | 11:03 | 41:04 | 12:31 | 09:16 |
 | Daedalus | 8 | 5.30% | 62.2 | 62.50% | +14.95% | -12.50% | -12.50% | 0.00% | 40:47 | 30:34 | 31:28 | 35:31 | 44:59 | 54:43 | 13:31 | 10:00 |
 | Eul's Scepter of Divinity | 14 | 9.27% | 60.8 | 50.00% | +1.82% | 0.00% | -16.67% | -2.80% | 25:04 | 19:44 | 21:41 | 24:47 | 27:38 | 32:43 | 05:57 | 04:24 |
 | Falcon Blade | 9 | 5.96% | 59.5 | 55.56% | +7.67% | -5.56% | +44.44% | 0.00% | 09:09 | 07:09 | 07:29 | 08:13 | 08:48 | 16:21 | 01:19 | 00:58 |
 | Crown | 26 | 17.22% | 58.1 | 38.46% | -11.94% | -9.89% | +11.54% | 1.86% | 18:42 | 04:30 | 13:24 | 14:51 | 24:57 | 39:33 | 11:33 | 08:33 |
 | Mjollnir | 4 | 2.65% | 56.8 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 43:18 | 32:45 | 32:45 | 46:17 | 47:03 | 47:06 | 14:18 | 10:35 |
 | Nullifier | 4 | 2.65% | 55.4 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 38:23 | 26:46 | 26:46 | 34:45 | 45:00 | 46:59 | 18:14 | 13:30 |
 | Battle Fury | 13 | 8.61% | 54.1 | 46.15% | -2.40% | +20.52% | -12.82% | -11.84% | 15:19 | 12:05 | 13:42 | 15:49 | 16:31 | 17:12 | 02:49 | 02:05 |
 | Vanguard | 10 | 6.62% | 52.7 | 50.00% | +1.77% | +16.67% | -50.00% | -10.26% | 44:03 | 26:21 | 42:04 | 43:38 | 48:34 | 59:19 | 06:30 | 04:48 |
 | Abyssal Blade | 10 | 6.62% | 51.4 | 50.00% | +1.77% | +16.67% | -50.00% | -10.39% | 44:28 | 28:04 | 42:22 | 43:48 | 48:47 | 59:27 | 06:25 | 04:45 |
 | Silver Edge | 10 | 6.62% | 50.0 | 50.00% | +1.77% | -16.67% | 0.00% | 1.98% | 34:05 | 27:33 | 30:14 | 31:57 | 38:38 | 39:40 | 08:24 | 06:13 |
 | Buckler | 2 | 1.32% | 48.6 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 38:42 | 36:19 | 36:19 | 41:04 | 41:04 | 41:04 | 04:45 | 03:31 |
 | Bloodthorn | 2 | 1.32% | 47.3 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 31:59 | 29:10 | 29:10 | 34:47 | 34:47 | 34:47 | 05:37 | 04:09 |
 | Aeon Disk | 2 | 1.32% | 45.9 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 43:55 | 31:31 | 31:31 | 56:19 | 56:19 | 56:19 | 24:48 | 18:22 |
 | Aghanim's Scepter | 2 | 1.32% | 44.6 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 37:46 | 27:05 | 27:05 | 48:26 | 48:26 | 48:26 | 21:21 | 15:48 |
 | Arcane Blink | 2 | 1.32% | 43.2 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 34:23 | 33:13 | 33:13 | 35:33 | 35:33 | 35:33 | 02:20 | 01:43 |
 | Rod of Atos | 14 | 9.27% | 41.9 | 42.86% | -6.05% | +7.14% | -9.53% | -1.56% | 25:28 | 17:07 | 20:45 | 22:51 | 31:27 | 39:33 | 10:42 | 07:55 |
 | Helm of Iron Will | 5 | 3.31% | 40.5 | 60.00% | +12.05% | -60.00% | -60.00% | 0.00% | 31:35 | 15:14 | 15:14 | 34:24 | 39:15 | 42:40 | 24:01 | 17:47 |
 | Sange | 5 | 3.31% | 39.2 | 60.00% | +12.05% | -60.00% | -60.00% | 0.00% | 30:09 | 25:47 | 25:47 | 26:08 | 31:43 | 41:14 | 05:56 | 04:23 |
 | Urn of Shadows | 5 | 3.31% | 37.8 | 60.00% | +12.05% | +40.00% | -60.00% | 0.00% | 10:23 | 07:18 | 07:18 | 10:02 | 12:16 | 12:31 | 04:58 | 03:40 |
 | Spirit Vessel | 5 | 3.31% | 36.5 | 60.00% | +12.05% | -60.00% | +40.00% | 0.00% | 18:06 | 17:03 | 17:03 | 17:53 | 18:23 | 19:53 | 01:20 | 00:59 |
 | Shadow Blade | 12 | 7.95% | 35.1 | 41.67% | -7.25% | -8.34% | +25.00% | 4.14% | 30:43 | 19:30 | 26:46 | 31:34 | 34:49 | 39:39 | 08:03 | 05:57 |
 | Monkey King Bar | 9 | 5.96% | 33.8 | 44.44% | -4.15% | -44.44% | +5.56% | 0.00% | 37:54 | 28:06 | 29:48 | 33:44 | 39:09 | 56:04 | 09:21 | 06:55 |
 | Yasha | 3 | 1.99% | 32.4 | 66.67% | +18.70% | +33.33% | 0.00% | 0.00% | 19:57 | 16:11 | 16:11 | 20:42 | 22:58 | 22:58 | 06:47 | 05:01 |
 | Force Staff | 3 | 1.99% | 31.1 | 66.67% | +18.70% | -66.67% | 0.00% | 0.00% | 17:18 | 14:31 | 14:31 | 15:59 | 21:24 | 21:24 | 06:53 | 05:05 |
 | Heaven's Halberd | 3 | 1.99% | 29.7 | 66.67% | +18.70% | +33.33% | 0.00% | 0.00% | 34:05 | 28:49 | 28:49 | 32:12 | 41:15 | 41:15 | 12:26 | 09:12 |
 | Linken's Sphere | 3 | 1.99% | 28.4 | 66.67% | +18.70% | +33.33% | 0.00% | 0.00% | 39:45 | 33:20 | 33:20 | 41:30 | 44:24 | 44:24 | 11:04 | 08:11 |
 | Manta Style | 3 | 1.99% | 27.0 | 66.67% | +18.70% | +33.33% | 0.00% | 0.00% | 23:18 | 18:50 | 18:50 | 23:29 | 27:35 | 27:35 | 08:45 | 06:28 |
 | Solar Crest | 11 | 7.28% | 25.7 | 36.36% | -12.93% | -36.36% | +30.31% | 7.66% | 23:12 | 18:13 | 18:44 | 20:34 | 27:26 | 33:12 | 08:42 | 06:26 |
 | Medallion of Courage | 13 | 8.61% | 24.3 | 30.77% | -19.23% | -30.77% | +2.56% | 4.58% | 18:25 | 10:59 | 14:19 | 15:36 | 21:36 | 29:30 | 07:17 | 05:23 |
 | Morbid Mask | 4 | 2.65% | 23.0 | 50.00% | +1.70% | +50.00% | -50.00% | 0.00% | 39:28 | 35:14 | 35:14 | 37:05 | 37:23 | 48:10 | 02:09 | 01:35 |
 | Diffusal Blade | 4 | 2.65% | 21.6 | 50.00% | +1.70% | -50.00% | +50.00% | 0.00% | 22:31 | 21:26 | 21:26 | 21:30 | 23:17 | 23:52 | 01:51 | 01:22 |
 | Mage Slayer | 4 | 2.65% | 20.3 | 50.00% | +1.70% | +50.00% | -50.00% | 0.00% | 24:26 | 19:57 | 19:57 | 24:23 | 25:58 | 27:27 | 06:01 | 04:27 |
 | Aether Lens | 1 | 0.66% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.66% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.66% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.66% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.66% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.66% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 3.31% | 10.8 | 40.00% | -8.63% | -40.00% | -40.00% | 0.00% | 29:39 | 23:51 | 23:51 | 25:39 | 26:26 | 47:28 | 02:35 | 01:54 |
 | Gleipnir | 6 | 3.97% | 9.5 | 33.33% | -15.64% | +16.67% | +66.67% | 0.00% | 34:25 | 27:28 | 31:36 | 32:14 | 38:26 | 40:03 | 06:50 | 05:03 |
 | Satanic | 2 | 1.32% | 8.1 | 50.00% | +1.68% | +50.00% | 0.00% | 0.00% | 42:58 | 36:53 | 36:53 | 49:02 | 49:02 | 49:02 | 12:09 | 09:00 |
 | Glimmer Cape | 3 | 1.99% | 6.8 | 33.33% | -15.32% | -33.33% | 0.00% | 0.00% | 28:31 | 23:00 | 23:00 | 25:15 | 37:19 | 37:19 | 14:19 | 10:36 |
 | Aghanim's Shard | 3 | 1.99% | 5.4 | 33.33% | -15.32% | +66.67% | 0.00% | 0.00% | 49:25 | 35:58 | 35:58 | 51:31 | 60:46 | 60:46 | 24:48 | 18:22 |
 | Mask of Madness | 1 | 0.66% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 00:00 | 00:00 |
 | Bottle | 1 | 0.66% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.66% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 00:00 | 00:00 |