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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 | |
 | Abyssal Blade | 39 | 32.77% | 100.0 | 74.36% | +43.11% | +15.64% | -24.36% | -8.28% | 35:19 | 25:38 | 31:59 | 34:06 | 36:49 | 49:06 | 04:50 | 03:34 |
 | Satanic | 26 | 21.85% | 98.2 | 76.92% | +40.36% | -5.49% | +6.41% | 1.91% | 32:06 | 22:56 | 27:58 | 31:24 | 34:11 | 1:04:46 | 06:13 | 04:36 |
 | Vanguard | 39 | 32.77% | 96.4 | 71.79% | +39.29% | +8.21% | -21.79% | -3.70% | 33:47 | 23:36 | 28:10 | 33:05 | 36:17 | 48:21 | 08:07 | 06:00 |
 | Morbid Mask | 26 | 21.85% | 94.6 | 73.08% | +35.45% | -15.94% | +10.25% | 4.06% | 30:12 | 17:14 | 25:36 | 30:16 | 32:03 | 1:04:34 | 06:27 | 04:46 |
 | Aghanim's Shard | 12 | 10.08% | 92.9 | 83.33% | +42.21% | +16.67% | -16.66% | 0.00% | 36:38 | 20:51 | 28:47 | 34:42 | 45:27 | 50:12 | 16:40 | 12:20 |
 | Refresher Orb | 8 | 6.72% | 91.1 | 87.50% | +45.16% | +12.50% | +12.50% | 0.00% | 49:54 | 36:20 | 41:36 | 50:05 | 51:52 | 1:02:36 | 10:16 | 07:36 |
 | Sange and Yasha | 55 | 46.22% | 89.3 | 56.36% | +20.42% | -6.36% | +0.78% | 1.23% | 23:33 | 15:18 | 19:54 | 23:49 | 25:41 | 38:55 | 05:47 | 04:17 |
 | Skull Basher | 66 | 55.46% | 87.5 | 54.55% | +20.59% | +16.04% | -4.55% | -3.26% | 28:32 | 19:32 | 24:46 | 27:47 | 31:05 | 44:03 | 06:19 | 04:40 |
 | Sange | 54 | 45.38% | 85.7 | 55.56% | +18.64% | -5.56% | +5.98% | 2.15% | 23:13 | 15:18 | 19:54 | 23:27 | 25:16 | 38:55 | 05:22 | 03:58 |
 | Yasha | 78 | 65.55% | 83.9 | 50.00% | +13.41% | 0.00% | +2.63% | 0.38% | 20:39 | 11:25 | 16:24 | 20:15 | 23:14 | 43:59 | 06:50 | 05:03 |
 | Ring of Health | 69 | 57.98% | 82.1 | 50.72% | +12.72% | -21.31% | +31.63% | 5.01% | 13:16 | 02:21 | 05:01 | 07:04 | 15:35 | 48:21 | 10:34 | 07:49 |
 | Black King Bar | 111 | 93.28% | 80.4 | 47.75% | +35.25% | +20.11% | -15.61% | -11.16% | 21:19 | 15:54 | 18:57 | 20:33 | 22:09 | 39:01 | 03:12 | 02:22 |
 | Swift Blink | 13 | 10.92% | 78.6 | 69.23% | +26.78% | +30.77% | -2.56% | -3.68% | 41:42 | 32:25 | 37:27 | 40:32 | 46:30 | 51:51 | 09:03 | 06:42 |
 | Aghanim's Blessing | 4 | 3.36% | 76.8 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 41:11 | 36:40 | 36:40 | 38:47 | 42:46 | 46:29 | 06:06 | 04:31 |
 | Moon Shard | 4 | 3.36% | 75.0 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 1:01:09 | 51:35 | 51:35 | 51:57 | 1:05:06 | 1:15:57 | 13:31 | 10:00 |
 | Butterfly | 4 | 3.36% | 73.2 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 36:36 | 27:40 | 27:40 | 27:58 | 35:25 | 55:19 | 07:45 | 05:44 |
 | Cornucopia | 57 | 47.90% | 71.4 | 50.88% | +10.56% | -8.02% | -15.17% | -3.83% | 07:54 | 03:08 | 06:52 | 08:10 | 08:44 | 13:04 | 01:52 | 01:22 |
 | Magic Wand | 81 | 68.07% | 69.6 | 48.15% | +8.68% | -8.15% | +6.85% | 1.22% | 08:14 | -01:29 | 02:01 | 05:52 | 14:18 | 28:06 | 12:17 | 09:05 |
 | Boots of Speed | 119 | 100.00% | 67.9 | 45.38% | +45.38% | +7.95% | -15.38% | -11.02% | 03:48 | 00:02 | 02:33 | 03:29 | 04:40 | 08:51 | 02:07 | 01:34 |
 | Battle Fury | 110 | 92.44% | 66.1 | 45.45% | +1.01% | +15.26% | -19.52% | -22.44% | 13:56 | 11:03 | 13:04 | 13:46 | 14:37 | 19:55 | 01:33 | 01:08 |
 | Quelling Blade | 118 | 99.16% | 64.3 | 44.92% | -55.08% | +11.75% | -3.54% | 0.00% | -01:11 | -01:30 | -01:29 | -01:29 | -01:29 | 11:04 | 00:00 | 00:00 |
 | Aghanim's Scepter | 20 | 16.81% | 62.5 | 60.00% | +17.58% | 0.00% | +20.00% | 3.08% | 26:08 | 17:47 | 22:11 | 24:12 | 28:41 | 42:46 | 06:30 | 04:48 |
 | Chainmail | 69 | 57.98% | 60.7 | 47.83% | +5.83% | +10.99% | -0.77% | -4.25% | 06:05 | 01:52 | 04:30 | 05:24 | 07:16 | 14:50 | 02:46 | 02:02 |
 | Phase Boots | 69 | 57.98% | 58.9 | 47.83% | +5.83% | -6.65% | -0.77% | 2.38% | 07:03 | 04:33 | 05:28 | 06:31 | 07:56 | 15:31 | 02:28 | 01:49 |
 | Wraith Band | 50 | 42.02% | 57.1 | 50.00% | +7.97% | -3.85% | -8.33% | -3.79% | 04:22 | 00:44 | 01:42 | 02:06 | 02:53 | 29:33 | 01:11 | 00:52 |
 | Blink Dagger | 27 | 22.69% | 55.4 | 55.56% | +13.17% | +15.87% | +1.58% | -1.56% | 32:24 | 21:35 | 27:54 | 30:59 | 37:05 | 51:16 | 09:11 | 06:48 |
 | Monkey King Bar | 27 | 22.69% | 53.6 | 55.56% | +13.17% | +1.58% | -12.70% | -1.84% | 32:47 | 23:54 | 27:59 | 31:47 | 35:44 | 47:55 | 07:45 | 05:44 |
 | Magic Stick | 108 | 90.76% | 51.8 | 44.44% | -10.11% | -7.40% | -3.70% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 14:39 | 00:00 | 00:00 |
 | Javelin | 34 | 28.57% | 50.0 | 52.94% | +10.59% | -8.50% | +9.56% | 2.44% | 26:55 | 06:15 | 24:14 | 27:55 | 31:39 | 45:43 | 07:25 | 05:29 |
 | Eye of Skadi | 6 | 5.04% | 48.2 | 83.33% | +39.97% | +16.67% | +16.67% | 0.00% | 35:35 | 27:21 | 33:22 | 33:30 | 33:39 | 52:02 | 00:17 | 00:12 |
 | Power Treads | 49 | 41.18% | 46.4 | 42.86% | -4.28% | +7.14% | -17.86% | -10.87% | 06:29 | 04:27 | 05:06 | 05:57 | 07:24 | 15:13 | 02:18 | 01:42 |
 | Silver Edge | 7 | 5.88% | 44.6 | 71.43% | +27.68% | -21.43% | +28.57% | 0.00% | 34:50 | 29:17 | 32:05 | 35:32 | 36:02 | 41:32 | 03:57 | 02:55 |
 | Void Stone | 53 | 44.54% | 42.9 | 39.62% | -10.38% | -1.16% | -24.24% | -6.18% | 11:12 | 06:31 | 08:48 | 10:55 | 12:32 | 19:55 | 03:44 | 02:45 |
 | Wind Lace | 31 | 26.05% | 41.1 | 41.94% | -4.65% | +20.56% | -16.94% | -13.08% | 14:06 | 05:50 | 12:25 | 14:01 | 15:17 | 21:12 | 02:52 | 02:07 |
 | Crystalys | 8 | 6.72% | 39.3 | 62.50% | +18.36% | -62.50% | +37.50% | 0.00% | 33:30 | 28:40 | 29:03 | 32:18 | 35:13 | 41:31 | 06:10 | 04:34 |
 | Manta Style | 17 | 14.29% | 37.5 | 47.06% | +1.96% | +2.94% | -22.06% | -6.49% | 24:38 | 16:06 | 21:27 | 22:40 | 25:18 | 44:12 | 03:51 | 02:51 |
 | Shadow Blade | 9 | 7.56% | 35.7 | 55.56% | +11.01% | -55.56% | -5.56% | 0.00% | 32:58 | 25:21 | 27:42 | 31:59 | 35:28 | 41:31 | 07:46 | 05:45 |
 | Linken's Sphere | 12 | 10.08% | 33.9 | 50.00% | +5.14% | -16.67% | +16.67% | 0.00% | 33:21 | 25:57 | 30:00 | 32:53 | 35:59 | 43:08 | 05:59 | 04:25 |
 | Bloodthorn | 2 | 1.68% | 32.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 34:44 | 34:22 | 34:22 | 35:06 | 35:06 | 35:06 | 00:44 | 00:32 |
 | Divine Rapier | 2 | 1.68% | 30.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 53:15 | 46:38 | 46:38 | 59:51 | 59:51 | 59:51 | 13:13 | 09:47 |
 | Mage Slayer | 2 | 1.68% | 28.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 28:23 | 25:38 | 25:38 | 31:07 | 31:07 | 31:07 | 05:29 | 04:03 |
 | Maelstrom | 7 | 5.88% | 26.8 | 57.14% | +12.50% | -57.14% | -7.14% | 0.00% | 16:13 | 09:18 | 13:00 | 15:05 | 15:20 | 30:22 | 02:20 | 01:43 |
 | Falcon Blade | 6 | 5.04% | 25.0 | 50.00% | +4.87% | 0.00% | -50.00% | 0.00% | 07:01 | 04:11 | 05:23 | 05:40 | 07:50 | 11:12 | 02:27 | 01:48 |
 | Fluffy Hat | 6 | 5.04% | 23.2 | 50.00% | +4.87% | 0.00% | -50.00% | 0.00% | 06:05 | 02:49 | 04:24 | 04:34 | 07:24 | 10:04 | 03:00 | 02:13 |
 | Diffusal Blade | 4 | 3.36% | 21.4 | 50.00% | +4.78% | -50.00% | -50.00% | 0.00% | 19:36 | 12:11 | 12:11 | 18:43 | 21:39 | 25:49 | 09:28 | 07:00 |
 | Ring of Basilius | 1 | 0.84% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |
 | Bottle | 1 | 0.84% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:17 | 02:17 | 02:17 | 02:17 | 02:17 | 02:17 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.84% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.84% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.84% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 00:00 | 00:00 |
 | Disperser | 1 | 0.84% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.84% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 00:00 | 00:00 |
 | Nullifier | 10 | 8.40% | 7.1 | 30.00% | -16.79% | +3.33% | +20.00% | 0.00% | 35:12 | 22:36 | 28:19 | 34:52 | 39:03 | 49:49 | 10:44 | 07:57 |
 | Helm of Iron Will | 11 | 9.24% | 5.4 | 27.27% | -19.95% | +6.06% | +6.06% | 0.00% | 34:06 | 22:11 | 28:07 | 32:39 | 37:47 | 49:47 | 09:40 | 07:09 |
 | Hand of Midas | 1 | 0.84% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.84% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |