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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 | |
 | Bloodthorn | 6 | 7.14% | 100.0 | 100.00% | +55.13% | 0.00% | 0.00% | 0.00% | 30:05 | 26:58 | 27:33 | 28:28 | 31:28 | 37:11 | 03:55 | 02:54 |
 | Mage Slayer | 9 | 10.71% | 98.6 | 88.89% | +44.89% | -38.89% | +11.11% | 4.57% | 23:55 | 12:54 | 17:58 | 24:16 | 28:54 | 31:28 | 10:56 | 08:05 |
 | Blight Stone | 53 | 63.10% | 97.2 | 58.49% | +26.23% | +10.74% | -4.64% | -2.53% | 09:22 | -01:29 | 05:58 | 08:18 | 12:03 | 26:00 | 06:05 | 04:30 |
 | Orb of Corrosion | 47 | 55.95% | 95.8 | 57.45% | +19.61% | +0.88% | -7.45% | -1.89% | 09:12 | 02:34 | 07:09 | 08:22 | 11:33 | 16:10 | 04:24 | 03:15 |
 | Fluffy Hat | 48 | 57.14% | 94.4 | 56.25% | +17.36% | -6.25% | -22.92% | -3.89% | 08:15 | 01:38 | 05:58 | 07:20 | 10:15 | 15:56 | 04:17 | 03:10 |
 | Void Stone | 42 | 50.00% | 93.1 | 54.76% | +11.90% | +8.88% | +35.24% | 1.72% | 17:09 | 05:27 | 09:07 | 11:51 | 24:25 | 51:36 | 15:18 | 11:20 |
 | Orb of Venom | 69 | 82.14% | 91.7 | 50.72% | +10.72% | +2.22% | +2.22% | 0.00% | 02:39 | -01:29 | -01:29 | 02:06 | 04:55 | 15:47 | 06:24 | 04:44 |
 | Boots of Speed | 73 | 86.90% | 90.3 | 49.32% | +3.87% | -4.88% | -4.88% | 0.00% | 04:28 | -01:29 | 02:41 | 03:35 | 04:44 | 15:12 | 02:03 | 01:31 |
 | Power Treads | 55 | 65.48% | 88.9 | 50.91% | +6.08% | +6.23% | -8.05% | -9.11% | 07:11 | 04:39 | 05:44 | 06:21 | 07:18 | 15:38 | 01:34 | 01:09 |
 | Black King Bar | 55 | 65.48% | 87.5 | 50.91% | +6.08% | +6.23% | +13.38% | 1.52% | 22:52 | 17:15 | 19:38 | 21:26 | 24:20 | 43:05 | 04:42 | 03:28 |
 | Quelling Blade | 53 | 63.10% | 86.1 | 50.94% | +5.78% | +10.60% | -12.48% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 11:35 | 00:00 | 00:00 |
 | Magic Wand | 77 | 91.67% | 84.7 | 48.05% | -9.09% | -0.68% | +4.58% | 1.23% | 06:29 | -01:29 | 03:37 | 05:44 | 07:53 | 29:33 | 04:16 | 03:09 |
 | Wraith Band | 24 | 28.57% | 83.3 | 58.33% | +13.33% | +8.34% | +25.00% | 3.26% | 05:05 | -00:45 | 01:42 | 02:16 | 06:49 | 23:46 | 05:07 | 03:47 |
 | Echo Sabre | 22 | 26.19% | 81.9 | 59.09% | +13.93% | -42.42% | +20.91% | 21.35% | 13:34 | 11:19 | 11:48 | 12:35 | 14:46 | 21:00 | 02:58 | 02:11 |
 | Magic Stick | 73 | 86.90% | 80.6 | 47.95% | -6.60% | -9.06% | +18.72% | 7.18% | 02:22 | -01:29 | -01:29 | 01:09 | 05:21 | 17:49 | 06:50 | 05:03 |
 | Ring of Health | 29 | 34.52% | 79.2 | 55.17% | +9.72% | -12.31% | +44.83% | 7.29% | 16:38 | 02:31 | 07:49 | 13:28 | 15:39 | 46:19 | 07:50 | 05:48 |
 | Desolator | 8 | 9.52% | 77.8 | 75.00% | +28.95% | -25.00% | -25.00% | 0.00% | 21:16 | 16:17 | 17:44 | 18:45 | 23:58 | 26:51 | 06:14 | 04:37 |
 | Aghanim's Scepter | 10 | 11.90% | 76.4 | 70.00% | +24.05% | +30.00% | -20.00% | -4.86% | 31:28 | 20:11 | 24:29 | 31:19 | 34:46 | 51:15 | 10:17 | 07:37 |
 | Silver Edge | 3 | 3.57% | 75.0 | 100.00% | +53.09% | 0.00% | 0.00% | 0.00% | 33:26 | 28:23 | 28:23 | 33:59 | 37:55 | 37:55 | 09:32 | 07:03 |
 | Refresher Orb | 9 | 10.71% | 73.6 | 66.67% | +20.00% | +33.33% | -16.67% | -4.37% | 43:54 | 36:04 | 37:11 | 41:24 | 48:38 | 58:56 | 11:27 | 08:28 |
 | Rod of Atos | 5 | 5.95% | 72.2 | 80.00% | +33.16% | +20.00% | +20.00% | 0.00% | 28:22 | 20:39 | 20:39 | 22:43 | 33:26 | 42:20 | 12:47 | 09:28 |
 | Vanguard | 5 | 5.95% | 70.8 | 80.00% | +33.16% | +20.00% | -80.00% | 0.00% | 45:07 | 35:10 | 35:10 | 43:46 | 53:19 | 57:38 | 18:09 | 13:26 |
 | Wind Lace | 5 | 5.95% | 69.4 | 80.00% | +33.16% | +20.00% | -80.00% | 0.00% | 22:39 | 16:00 | 16:00 | 18:59 | 24:17 | 36:15 | 08:17 | 06:08 |
 | Diffusal Blade | 5 | 5.95% | 68.1 | 80.00% | +33.16% | +20.00% | +20.00% | 0.00% | 15:48 | 11:10 | 11:10 | 15:35 | 16:49 | 19:59 | 05:39 | 04:11 |
 | Chainmail | 10 | 11.90% | 66.7 | 60.00% | +12.70% | -26.67% | -10.00% | 1.40% | 14:41 | 05:30 | 07:58 | 10:56 | 19:52 | 35:30 | 11:54 | 08:48 |
 | Crystalys | 13 | 15.48% | 65.3 | 53.85% | +5.96% | +46.15% | -20.52% | -10.13% | 27:50 | 17:20 | 25:39 | 27:38 | 32:14 | 34:14 | 06:35 | 04:52 |
 | Orchid Malevolence | 13 | 15.48% | 63.9 | 53.85% | +5.96% | -20.52% | +46.15% | 12.70% | 25:55 | 17:46 | 22:12 | 26:33 | 27:27 | 36:58 | 05:15 | 03:53 |
 | Ring of Basilius | 8 | 9.52% | 62.5 | 62.50% | +15.13% | -12.50% | +37.50% | 2.58% | 22:14 | 08:02 | 11:12 | 18:04 | 30:37 | 34:55 | 19:25 | 14:22 |
 | Buckler | 8 | 9.52% | 61.1 | 62.50% | +15.13% | -62.50% | +37.50% | 5.38% | 24:37 | 09:47 | 15:05 | 23:35 | 33:41 | 35:13 | 18:36 | 13:46 |
 | Crown | 8 | 9.52% | 59.7 | 62.50% | +15.13% | +37.50% | -12.50% | -3.73% | 22:34 | 12:06 | 13:24 | 15:09 | 26:48 | 42:19 | 13:24 | 09:55 |
 | Battle Fury | 22 | 26.19% | 58.3 | 45.45% | -4.55% | +4.55% | -25.45% | -16.22% | 15:05 | 12:34 | 13:52 | 14:47 | 15:43 | 19:24 | 01:51 | 01:22 |
 | Phase Boots | 6 | 7.14% | 56.9 | 66.67% | +19.23% | -16.67% | +33.33% | 5.63% | 11:53 | 06:15 | 07:00 | 09:46 | 15:53 | 19:52 | 08:53 | 06:34 |
 | Ring of Protection | 9 | 10.71% | 55.6 | 55.56% | +7.56% | -55.56% | +44.44% | 4.18% | 22:00 | 01:50 | 09:47 | 23:35 | 33:41 | 35:13 | 23:54 | 17:42 |
 | Morbid Mask | 9 | 10.71% | 54.2 | 55.56% | +7.56% | -55.56% | +44.44% | 6.94% | 27:56 | 18:23 | 19:13 | 30:38 | 33:37 | 35:15 | 14:24 | 10:40 |
 | Skull Basher | 15 | 17.86% | 52.8 | 46.67% | -2.61% | -46.67% | +3.33% | 14.56% | 32:46 | 23:07 | 30:21 | 32:26 | 33:47 | 48:59 | 03:26 | 02:32 |
 | Manta Style | 4 | 4.76% | 51.4 | 75.00% | +27.50% | -75.00% | +25.00% | 0.00% | 27:08 | 19:48 | 19:48 | 27:22 | 28:29 | 32:51 | 08:41 | 06:25 |
 | Abyssal Blade | 4 | 4.76% | 50.0 | 75.00% | +27.50% | +25.00% | -75.00% | 0.00% | 47:40 | 35:52 | 35:52 | 43:47 | 53:22 | 57:38 | 17:30 | 12:57 |
 | Shadow Blade | 4 | 4.76% | 48.6 | 75.00% | +27.50% | +25.00% | +25.00% | 0.00% | 32:07 | 28:05 | 28:05 | 29:29 | 33:19 | 37:36 | 05:14 | 03:52 |
 | Yasha | 4 | 4.76% | 47.2 | 75.00% | +27.50% | -75.00% | +25.00% | 0.00% | 23:47 | 16:42 | 16:42 | 24:36 | 24:42 | 29:07 | 08:00 | 05:55 |
 | Vladmir's Offering | 7 | 8.33% | 45.8 | 57.14% | +9.09% | -57.14% | +42.86% | 8.51% | 27:11 | 19:16 | 19:23 | 29:15 | 31:08 | 34:56 | 11:45 | 08:42 |
 | Eye of Skadi | 19 | 22.62% | 44.4 | 36.84% | -15.47% | +23.16% | +3.16% | -9.30% | 30:54 | 25:18 | 28:42 | 30:16 | 30:51 | 41:40 | 02:09 | 01:35 |
 | Helm of Iron Will | 5 | 5.95% | 43.1 | 60.00% | +11.90% | +40.00% | +40.00% | 0.00% | 35:09 | 25:12 | 25:12 | 41:21 | 41:52 | 42:04 | 16:40 | 12:20 |
 | Javelin | 12 | 14.29% | 41.7 | 41.67% | -8.33% | -8.34% | -8.34% | 0.00% | 20:58 | 09:33 | 10:34 | 13:10 | 29:25 | 40:01 | 18:51 | 13:57 |
 | Maelstrom | 9 | 10.71% | 40.3 | 44.44% | -4.89% | +5.56% | +5.56% | 0.00% | 19:07 | 12:49 | 13:01 | 14:20 | 19:21 | 40:06 | 06:20 | 04:41 |
 | Linken's Sphere | 3 | 3.57% | 38.9 | 66.67% | +18.52% | +33.33% | 0.00% | 0.00% | 40:09 | 34:02 | 34:02 | 39:59 | 46:25 | 46:25 | 12:23 | 09:10 |
 | Nullifier | 4 | 4.76% | 37.5 | 50.00% | +1.25% | +50.00% | -50.00% | 0.00% | 38:35 | 25:37 | 25:37 | 41:37 | 42:20 | 44:47 | 16:43 | 12:22 |
 | Medallion of Courage | 4 | 4.76% | 36.1 | 50.00% | +1.25% | -50.00% | +50.00% | 0.00% | 20:42 | 11:42 | 11:42 | 12:54 | 22:41 | 35:30 | 10:59 | 08:08 |
 | Boots of Bearing | 1 | 1.19% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.19% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.19% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.19% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.19% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.19% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.19% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.19% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.19% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 |
 | Satanic | 1 | 1.19% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.19% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Wraith Pact | 5 | 5.95% | 19.4 | 40.00% | -9.37% | -40.00% | +60.00% | 0.00% | 30:19 | 25:25 | 25:25 | 28:21 | 33:05 | 37:09 | 07:40 | 05:40 |
 | Daedalus | 5 | 5.95% | 18.1 | 40.00% | -9.37% | +60.00% | -40.00% | 0.00% | 34:31 | 26:35 | 26:35 | 32:11 | 35:47 | 47:29 | 09:12 | 06:48 |
 | Gleipnir | 2 | 2.38% | 16.7 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 38:08 | 33:40 | 33:40 | 42:36 | 42:36 | 42:36 | 08:56 | 06:37 |
 | Glimmer Cape | 2 | 2.38% | 15.3 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 31:52 | 30:22 | 30:22 | 33:22 | 33:22 | 33:22 | 03:00 | 02:13 |
 | Solar Crest | 2 | 2.38% | 13.9 | 50.00% | +1.22% | +50.00% | 0.00% | 0.00% | 28:46 | 21:10 | 21:10 | 36:21 | 36:21 | 36:21 | 15:11 | 11:14 |
 | Heaven's Halberd | 2 | 2.38% | 12.5 | 50.00% | +1.22% | +50.00% | 0.00% | 0.00% | 41:20 | 31:37 | 31:37 | 51:02 | 51:02 | 51:02 | 19:25 | 14:22 |
 | Sange | 2 | 2.38% | 11.1 | 50.00% | +1.22% | +50.00% | 0.00% | 0.00% | 38:30 | 28:57 | 28:57 | 48:02 | 48:02 | 48:02 | 19:05 | 14:08 |
 | Monkey King Bar | 3 | 3.57% | 9.7 | 33.33% | -16.05% | -33.33% | 0.00% | 0.00% | 33:45 | 31:02 | 31:02 | 34:54 | 35:20 | 35:20 | 04:18 | 03:11 |
 | Spirit Vessel | 1 | 1.19% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.19% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:17 | 30:17 | 30:17 | 30:17 | 30:17 | 30:17 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.19% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:18 | 09:18 | 09:18 | 09:18 | 09:18 | 09:18 | 00:00 | 00:00 |
 | Bracer | 1 | 1.19% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.19% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.19% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |