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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 | |
 | Void Stone | 9 | 7.09% | 100.0 | 100.00% | +46.61% | 0.00% | 0.00% | 0.00% | 36:51 | 24:12 | 29:27 | 31:21 | 36:31 | 1:06:41 | 07:04 | 05:14 |
 | Aghanim's Shard | 24 | 18.90% | 98.2 | 83.33% | +32.84% | +16.67% | -16.66% | -3.64% | 34:59 | 20:38 | 29:43 | 33:56 | 38:53 | 58:56 | 09:10 | 06:47 |
 | Headdress | 35 | 27.56% | 96.4 | 77.14% | +28.23% | +11.75% | -10.47% | -1.91% | 19:34 | 01:05 | 14:34 | 18:33 | 26:13 | 33:09 | 11:39 | 08:37 |
 | Holy Locket | 21 | 16.54% | 94.6 | 80.95% | +29.06% | +19.05% | -0.95% | -1.79% | 26:25 | 13:26 | 19:59 | 29:21 | 31:08 | 42:41 | 11:09 | 08:15 |
 | Lotus Orb | 6 | 4.72% | 92.9 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 31:43 | 29:43 | 29:50 | 30:14 | 32:09 | 36:44 | 02:19 | 01:42 |
 | Chainmail | 92 | 72.44% | 91.1 | 60.87% | +15.16% | -8.70% | +13.04% | 2.79% | 10:47 | 02:12 | 06:17 | 09:51 | 14:05 | 32:33 | 07:48 | 05:46 |
 | Magic Stick | 122 | 96.06% | 89.3 | 58.20% | +38.20% | -0.14% | -11.53% | -1.71% | 06:13 | -01:29 | 02:28 | 04:56 | 09:07 | 24:17 | 06:39 | 04:55 |
 | Magic Wand | 108 | 85.04% | 87.5 | 58.33% | +10.96% | +15.74% | -10.18% | -4.84% | 10:15 | 01:17 | 06:51 | 09:16 | 12:12 | 33:50 | 05:21 | 03:57 |
 | Crown | 82 | 64.57% | 85.7 | 59.76% | +8.65% | -2.62% | +10.24% | 1.61% | 15:39 | 06:09 | 11:31 | 14:44 | 19:30 | 36:11 | 07:59 | 05:54 |
 | Blight Stone | 105 | 82.68% | 83.9 | 58.10% | +8.10% | +14.98% | +14.98% | 0.00% | 03:06 | -01:29 | -01:29 | -01:29 | 08:40 | 25:39 | 10:09 | 07:31 |
 | Medallion of Courage | 88 | 69.29% | 82.1 | 59.09% | +7.81% | 0.00% | +9.09% | 1.15% | 11:41 | 02:56 | 07:09 | 11:14 | 15:05 | 26:20 | 07:56 | 05:52 |
 | Wind Lace | 88 | 69.29% | 80.4 | 59.09% | +7.81% | -9.09% | +4.55% | 1.30% | 13:57 | 01:53 | 08:20 | 12:57 | 18:51 | 36:11 | 10:31 | 07:47 |
 | Solar Crest | 81 | 63.78% | 78.6 | 59.26% | +7.09% | +5.74% | +10.74% | 0.71% | 19:11 | 09:48 | 15:10 | 19:12 | 22:15 | 37:03 | 07:05 | 05:14 |
 | Boots of Speed | 106 | 83.46% | 76.8 | 57.55% | +5.17% | -9.40% | +0.14% | 2.12% | 08:14 | -01:29 | 04:54 | 06:29 | 09:24 | 29:41 | 04:30 | 03:20 |
 | Fluffy Hat | 97 | 76.38% | 75.0 | 56.70% | +0.03% | +5.80% | +1.63% | -0.24% | 15:10 | -01:29 | 07:16 | 12:50 | 24:28 | 46:41 | 17:12 | 12:44 |
 | Drum of Endurance | 8 | 6.30% | 73.2 | 87.50% | +32.88% | +12.50% | +12.50% | 0.00% | 23:15 | 12:51 | 17:26 | 19:36 | 26:05 | 36:49 | 08:39 | 06:24 |
 | Arcane Boots | 8 | 6.30% | 71.4 | 87.50% | +32.88% | -37.50% | +12.50% | 2.63% | 22:06 | 04:28 | 10:26 | 21:32 | 29:25 | 39:27 | 18:59 | 14:03 |
 | Ring of Health | 30 | 23.62% | 69.6 | 63.33% | +8.69% | +11.67% | +8.10% | -0.42% | 20:15 | 12:15 | 15:21 | 18:05 | 23:52 | 36:31 | 08:31 | 06:18 |
 | Glimmer Cape | 34 | 26.77% | 67.9 | 58.82% | +2.91% | +18.96% | -8.82% | -2.18% | 26:51 | 14:19 | 21:08 | 26:15 | 33:52 | 40:08 | 12:44 | 09:25 |
 | Dragon Lance | 28 | 22.05% | 66.1 | 60.71% | +5.15% | +25.00% | +10.72% | -1.55% | 24:00 | 15:54 | 18:55 | 21:02 | 28:07 | 39:09 | 09:12 | 06:48 |
 | Force Staff | 55 | 43.31% | 64.3 | 52.73% | -6.99% | -2.73% | -2.73% | 0.00% | 29:14 | 15:40 | 25:04 | 28:08 | 32:21 | 48:21 | 07:17 | 05:23 |
 | Hood of Defiance | 23 | 18.11% | 62.5 | 60.87% | +5.10% | +22.46% | -10.87% | -4.19% | 19:16 | 12:23 | 14:42 | 17:25 | 22:39 | 32:50 | 07:57 | 05:53 |
 | Power Treads | 58 | 45.67% | 60.7 | 51.72% | -9.15% | +8.28% | -1.72% | -0.71% | 18:26 | 08:18 | 11:47 | 15:59 | 25:48 | 39:36 | 14:01 | 10:22 |
 | Hurricane Pike | 17 | 13.39% | 58.9 | 64.71% | +9.26% | +35.29% | -14.71% | -6.54% | 32:29 | 25:48 | 27:24 | 31:16 | 35:03 | 48:21 | 07:39 | 05:40 |
 | Mekansm | 8 | 6.30% | 57.1 | 75.00% | +19.54% | +25.00% | -25.00% | -7.48% | 17:54 | 09:54 | 13:32 | 17:39 | 20:13 | 27:01 | 06:41 | 04:57 |
 | Ring of Basilius | 13 | 10.24% | 55.4 | 61.54% | +5.40% | +5.13% | +38.46% | 7.84% | 10:58 | 02:33 | 03:08 | 05:20 | 07:23 | 44:42 | 04:15 | 03:08 |
 | Pipe of Insight | 7 | 5.51% | 53.6 | 71.43% | +15.60% | +28.57% | -71.43% | -23.26% | 21:55 | 17:08 | 18:48 | 22:09 | 23:06 | 27:04 | 04:18 | 03:11 |
 | Buckler | 6 | 4.72% | 51.8 | 66.67% | +10.47% | -16.67% | +33.33% | 0.00% | 30:27 | 16:34 | 17:57 | 20:32 | 42:32 | 44:42 | 24:35 | 18:12 |
 | Scythe of Vyse | 2 | 1.57% | 50.0 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 59:02 | 51:16 | 51:16 | 1:06:47 | 1:06:47 | 1:06:47 | 15:31 | 11:29 |
 | Bracer | 2 | 1.57% | 48.2 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 09:23 | 07:14 | 07:14 | 11:31 | 11:31 | 11:31 | 04:17 | 03:10 |
 | Aeon Disk | 2 | 1.57% | 46.4 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 48:09 | 42:29 | 42:29 | 53:49 | 53:49 | 53:49 | 11:20 | 08:23 |
 | Crimson Guard | 2 | 1.57% | 44.6 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 26:09 | 25:39 | 25:39 | 26:38 | 26:38 | 26:38 | 00:59 | 00:43 |
 | Morbid Mask | 2 | 1.57% | 42.9 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:15 | 44:15 | 44:42 | 44:42 | 44:42 | 00:27 | 00:20 |
 | Ghost Scepter | 2 | 1.57% | 41.1 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 28:15 | 24:20 | 24:20 | 32:09 | 32:09 | 32:09 | 07:49 | 05:47 |
 | Vladmir's Offering | 2 | 1.57% | 39.3 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:42 | 44:42 | 45:15 | 45:15 | 45:15 | 00:33 | 00:24 |
 | Ring of Protection | 8 | 6.30% | 37.5 | 50.00% | -7.14% | -50.00% | +50.00% | 3.65% | 25:23 | 07:24 | 12:58 | 17:57 | 40:23 | 44:42 | 27:25 | 20:18 |
 | Vanguard | 5 | 3.94% | 35.7 | 60.00% | +3.44% | +40.00% | -60.00% | 0.00% | 18:56 | 14:47 | 14:47 | 19:32 | 22:02 | 22:41 | 07:15 | 05:22 |
 | Aghanim's Scepter | 3 | 2.36% | 33.9 | 66.67% | +10.22% | +33.33% | 0.00% | 0.00% | 36:08 | 23:47 | 23:47 | 34:47 | 49:49 | 49:49 | 26:02 | 19:17 |
 | Sange | 3 | 2.36% | 32.1 | 66.67% | +10.22% | +33.33% | 0.00% | 0.00% | 29:10 | 24:02 | 24:02 | 28:43 | 34:46 | 34:46 | 10:44 | 07:57 |
 | Witch Blade | 3 | 2.36% | 30.4 | 66.67% | +10.22% | -66.67% | 0.00% | 0.00% | 35:48 | 28:58 | 28:58 | 35:22 | 43:03 | 43:03 | 14:05 | 10:25 |
 | Helm of Iron Will | 4 | 3.15% | 28.6 | 50.00% | -6.91% | -50.00% | -50.00% | 0.00% | 26:20 | 19:46 | 19:46 | 25:00 | 26:15 | 34:19 | 06:29 | 04:48 |
 | Javelin | 1 | 0.79% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:35 | 53:35 | 53:35 | 53:35 | 53:35 | 53:35 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.79% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.79% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.79% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.79% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.79% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 3.15% | 16.1 | 25.00% | -32.72% | +75.00% | -25.00% | 0.00% | 08:55 | -01:29 | -01:29 | 06:05 | 08:58 | 22:07 | 10:27 | 07:44 |
 | Falcon Blade | 2 | 1.57% | 14.3 | 0.00% | -57.60% | 0.00% | 0.00% | 0.00% | 11:19 | 10:40 | 10:40 | 11:57 | 11:57 | 11:57 | 01:17 | 00:57 |
 | Bottle | 1 | 0.79% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.79% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:44 | 08:44 | 08:44 | 08:44 | 08:44 | 08:44 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.79% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.79% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.79% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.79% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 0.79% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |