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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 | |
 | Aghanim's Shard | 51 | 20.90% | 100.0 | 58.82% | +19.44% | +2.72% | -12.67% | -1.46% | 32:14 | 20:00 | 25:17 | 29:59 | 35:48 | 1:02:51 | 10:31 | 07:47 |
 | Black King Bar | 74 | 30.33% | 98.3 | 55.41% | +17.17% | +2.48% | +0.15% | -0.26% | 31:44 | 17:10 | 26:50 | 30:57 | 35:51 | 47:47 | 09:01 | 06:40 |
 | Void Stone | 65 | 26.64% | 96.6 | 55.38% | +16.27% | -11.63% | -5.38% | 0.67% | 21:18 | 10:51 | 15:42 | 19:44 | 25:03 | 46:55 | 09:21 | 06:55 |
 | Ethereal Blade | 5 | 2.05% | 94.8 | 100.00% | +57.74% | 0.00% | 0.00% | 0.00% | 37:16 | 29:14 | 29:14 | 34:15 | 42:16 | 46:42 | 13:02 | 09:39 |
 | Blink Dagger | 10 | 4.10% | 93.1 | 80.00% | +38.12% | -46.67% | +20.00% | 9.41% | 34:56 | 21:46 | 30:11 | 32:22 | 37:16 | 60:03 | 07:05 | 05:14 |
 | Tranquil Boots | 122 | 50.00% | 91.4 | 50.00% | +13.11% | +4.84% | +3.33% | -0.21% | 10:30 | 01:50 | 05:50 | 09:46 | 13:07 | 30:33 | 07:17 | 05:23 |
 | Spirit Vessel | 76 | 31.15% | 89.7 | 52.63% | +13.34% | +10.53% | -15.79% | -6.64% | 20:12 | 11:06 | 17:41 | 19:35 | 21:39 | 36:38 | 03:58 | 02:56 |
 | Ring of Health | 14 | 5.74% | 87.9 | 71.43% | +29.69% | -21.43% | +28.57% | 3.33% | 26:37 | 12:42 | 17:28 | 25:20 | 32:30 | 46:55 | 15:02 | 11:08 |
 | Wind Lace | 148 | 60.66% | 86.2 | 47.97% | +11.51% | -4.73% | +6.08% | 1.41% | 09:38 | -01:29 | 04:58 | 08:44 | 12:37 | 31:26 | 07:39 | 05:40 |
 | Magic Wand | 151 | 61.89% | 84.5 | 47.02% | +9.39% | -4.91% | +2.98% | 1.45% | 13:31 | -01:29 | 10:18 | 12:24 | 15:45 | 35:51 | 05:27 | 04:02 |
 | Magic Stick | 235 | 96.31% | 82.8 | 44.68% | +33.57% | +1.08% | -5.70% | -1.35% | 05:37 | -01:29 | 02:27 | 05:29 | 07:28 | 21:49 | 05:01 | 03:42 |
 | Boots of Speed | 243 | 99.59% | 81.0 | 43.62% | +43.62% | -2.64% | +0.64% | 0.52% | 03:56 | -01:30 | -01:29 | 05:09 | 07:51 | 17:36 | 09:20 | 06:54 |
 | Eul's Scepter of Divinity | 54 | 22.13% | 79.3 | 51.85% | +10.80% | +19.58% | -28.77% | -10.74% | 24:17 | 16:14 | 21:34 | 23:33 | 26:04 | 42:54 | 04:30 | 03:20 |
 | Urn of Shadows | 169 | 69.26% | 77.6 | 43.20% | -0.80% | +13.94% | -5.10% | -3.66% | 07:11 | 02:15 | 04:37 | 06:06 | 09:49 | 16:49 | 05:12 | 03:51 |
 | Lotus Orb | 4 | 1.64% | 75.9 | 100.00% | +57.50% | 0.00% | 0.00% | 0.00% | 34:36 | 27:10 | 27:10 | 32:32 | 32:46 | 45:56 | 05:36 | 04:08 |
 | Ring of Protection | 175 | 71.72% | 74.1 | 42.29% | -4.09% | -3.65% | -3.65% | 0.00% | 03:37 | -01:29 | -01:29 | 02:24 | 07:11 | 16:49 | 08:40 | 06:25 |
 | Ghost Scepter | 40 | 16.39% | 72.4 | 45.00% | +1.86% | +15.00% | -5.00% | -2.01% | 30:26 | 16:16 | 24:18 | 28:54 | 34:15 | 48:05 | 09:57 | 07:22 |
 | Solar Crest | 3 | 1.23% | 70.7 | 100.00% | +57.26% | 0.00% | 0.00% | 0.00% | 36:42 | 27:02 | 27:02 | 34:16 | 48:48 | 48:48 | 21:46 | 16:07 |
 | Crown | 37 | 15.16% | 69.0 | 43.24% | -0.24% | +1.20% | -9.91% | -2.20% | 13:32 | 06:28 | 10:16 | 12:58 | 15:19 | 34:13 | 05:03 | 03:44 |
 | Headdress | 5 | 2.05% | 67.2 | 80.00% | +37.32% | -80.00% | +20.00% | 0.00% | 24:16 | 16:37 | 16:37 | 21:23 | 31:01 | 32:59 | 14:24 | 10:40 |
 | Veil of Discord | 35 | 14.34% | 65.5 | 42.86% | -0.68% | +12.70% | -20.64% | -11.50% | 16:41 | 10:47 | 14:56 | 16:38 | 17:50 | 34:13 | 02:54 | 02:08 |
 | Ring of Basilius | 41 | 16.80% | 63.8 | 39.02% | -5.31% | +0.98% | -19.02% | -3.58% | 14:23 | 05:23 | 09:34 | 12:06 | 15:09 | 43:40 | 05:35 | 04:08 |
 | Fluffy Hat | 8 | 3.28% | 62.1 | 62.50% | +19.70% | +37.50% | +37.50% | 0.00% | 11:51 | 07:26 | 10:10 | 12:02 | 13:07 | 14:44 | 02:57 | 02:11 |
 | Orb of Venom | 54 | 22.13% | 60.3 | 35.19% | -10.60% | +29.10% | -19.81% | -48.91% | 00:01 | -01:30 | -01:29 | -01:29 | -01:28 | 21:39 | 00:01 | 00:00 |
 | Chainmail | 11 | 4.51% | 58.6 | 54.55% | +11.63% | -21.22% | +12.12% | 2.38% | 21:50 | 09:11 | 12:52 | 22:50 | 26:54 | 38:25 | 14:02 | 10:23 |
 | Sange | 6 | 2.46% | 56.9 | 66.67% | +23.81% | -16.67% | -66.67% | 0.00% | 31:56 | 19:35 | 22:09 | 34:01 | 37:34 | 41:49 | 15:25 | 11:25 |
 | Medallion of Courage | 6 | 2.46% | 55.2 | 66.67% | +23.81% | -16.67% | +33.33% | 0.00% | 29:37 | 22:51 | 24:06 | 26:54 | 32:17 | 42:33 | 08:11 | 06:03 |
 | Blight Stone | 6 | 2.46% | 53.4 | 66.67% | +23.81% | -16.67% | +33.33% | 0.00% | 29:32 | 22:51 | 24:06 | 26:54 | 32:16 | 42:03 | 08:10 | 06:02 |
 | Pipe of Insight | 4 | 1.64% | 51.7 | 75.00% | +32.08% | -75.00% | +25.00% | 0.00% | 28:02 | 21:37 | 21:37 | 25:14 | 31:02 | 34:16 | 09:25 | 06:58 |
 | Aghanim's Scepter | 10 | 4.10% | 50.0 | 50.00% | +6.84% | +16.67% | 0.00% | -2.54% | 39:46 | 25:32 | 35:10 | 36:04 | 41:44 | 1:04:26 | 06:34 | 04:51 |
 | Hood of Defiance | 8 | 3.28% | 48.3 | 50.00% | +6.78% | 0.00% | +50.00% | 6.83% | 20:18 | 13:11 | 15:55 | 17:39 | 23:14 | 30:27 | 07:19 | 05:25 |
 | Bracer | 16 | 6.56% | 46.6 | 37.50% | -6.36% | -12.50% | +37.50% | 6.32% | 07:50 | -01:18 | 03:09 | 04:34 | 11:04 | 22:08 | 07:55 | 05:51 |
 | Aeon Disk | 6 | 2.46% | 44.8 | 50.00% | +6.72% | 0.00% | +50.00% | 0.00% | 54:22 | 40:58 | 49:30 | 53:14 | 58:35 | 1:08:49 | 09:05 | 06:43 |
 | Force Staff | 10 | 4.10% | 43.1 | 40.00% | -3.59% | -6.67% | +10.00% | 1.33% | 29:11 | 17:54 | 23:13 | 28:29 | 35:43 | 40:41 | 12:30 | 09:15 |
 | Kaya and Sange | 3 | 1.23% | 41.4 | 66.67% | +23.52% | -66.67% | 0.00% | 0.00% | 28:37 | 23:30 | 23:30 | 24:48 | 37:34 | 37:34 | 14:04 | 10:25 |
 | Kaya | 3 | 1.23% | 39.7 | 66.67% | +23.52% | -66.67% | 0.00% | 0.00% | 28:22 | 23:11 | 23:11 | 24:20 | 37:34 | 37:34 | 14:23 | 10:39 |
 | Bottle | 11 | 4.51% | 37.9 | 36.36% | -7.42% | -3.03% | +30.31% | 33.34% | 02:57 | 01:34 | 02:19 | 02:22 | 03:00 | 05:44 | 00:41 | 00:30 |
 | Quelling Blade | 13 | 5.33% | 36.2 | 30.77% | -13.39% | +2.56% | +2.56% | 0.00% | 02:14 | -01:29 | -01:29 | -01:29 | -01:28 | 17:26 | 00:01 | 00:00 |
 | Power Treads | 9 | 3.69% | 34.5 | 33.33% | -10.50% | -33.33% | -33.33% | 0.00% | 12:04 | 07:33 | 08:25 | 09:59 | 10:21 | 30:30 | 01:56 | 01:25 |
 | Guardian Greaves | 1 | 0.41% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Radiance | 1 | 0.41% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.41% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.41% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.41% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.41% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Buckler | 6 | 2.46% | 22.4 | 33.33% | -10.37% | -33.33% | +66.67% | 0.00% | 29:22 | 10:47 | 24:26 | 25:02 | 36:33 | 43:39 | 12:07 | 08:58 |
 | Arcane Boots | 7 | 2.87% | 20.7 | 28.57% | -15.31% | +71.43% | -28.57% | -11.15% | 32:51 | 23:17 | 24:13 | 28:28 | 33:11 | 53:32 | 08:58 | 06:38 |
 | Hand of Midas | 2 | 0.82% | 19.0 | 50.00% | +6.61% | +50.00% | 0.00% | 0.00% | 22:43 | 22:18 | 22:18 | 23:07 | 23:07 | 23:07 | 00:49 | 00:36 |
 | Scythe of Vyse | 2 | 0.82% | 17.2 | 50.00% | +6.61% | +50.00% | 0.00% | 0.00% | 41:40 | 40:44 | 40:44 | 42:36 | 42:36 | 42:36 | 01:52 | 01:22 |
 | Blade Mail | 4 | 1.64% | 15.5 | 25.00% | -18.75% | -25.00% | -25.00% | 0.00% | 17:32 | 15:53 | 15:53 | 16:05 | 16:40 | 21:29 | 00:47 | 00:34 |
 | Vladmir's Offering | 4 | 1.64% | 13.8 | 25.00% | -18.75% | -25.00% | +75.00% | 0.00% | 35:08 | 24:26 | 24:26 | 35:51 | 36:33 | 43:41 | 12:07 | 08:58 |
 | Morbid Mask | 4 | 1.64% | 12.1 | 25.00% | -18.75% | -25.00% | +75.00% | 0.00% | 35:06 | 24:26 | 24:26 | 35:42 | 36:33 | 43:41 | 12:07 | 08:58 |
 | Glimmer Cape | 4 | 1.64% | 10.3 | 25.00% | -18.75% | -25.00% | -25.00% | 0.00% | 27:37 | 23:19 | 23:19 | 24:14 | 25:47 | 37:09 | 02:28 | 01:49 |
 | Heaven's Halberd | 1 | 0.41% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.41% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.41% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.41% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.41% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 00:00 | 00:00 |