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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 | |
 | Vanguard | 51 | 26.29% | 100.0 | 86.27% | +41.51% | -1.65% | -17.04% | -1.80% | 35:49 | 24:04 | 31:03 | 35:19 | 39:36 | 1:04:00 | 08:33 | 06:20 |
 | Abyssal Blade | 46 | 23.71% | 98.5 | 86.96% | +41.01% | +4.71% | -14.23% | -2.23% | 37:03 | 28:30 | 31:43 | 35:37 | 40:13 | 1:04:13 | 08:30 | 06:17 |
 | Skull Basher | 71 | 36.60% | 97.0 | 77.46% | +34.37% | +5.87% | -10.79% | -1.94% | 32:56 | 21:57 | 27:42 | 31:15 | 36:16 | 1:01:47 | 08:34 | 06:20 |
 | Aghanim's Shard | 25 | 12.89% | 95.5 | 84.00% | +32.52% | -0.67% | -0.67% | 0.00% | 35:17 | 25:31 | 30:45 | 32:01 | 36:15 | 58:10 | 05:30 | 04:04 |
 | Aghanim's Scepter | 114 | 58.76% | 93.9 | 70.18% | +35.18% | +12.58% | -5.89% | -2.53% | 23:46 | 12:59 | 19:28 | 22:14 | 26:46 | 46:42 | 07:18 | 05:24 |
 | Ring of Health | 89 | 45.88% | 92.4 | 67.42% | +21.71% | -12.87% | +14.40% | 1.42% | 19:25 | 06:51 | 10:38 | 14:00 | 29:54 | 45:56 | 19:16 | 14:16 |
 | Yasha | 17 | 8.76% | 90.9 | 82.35% | +29.24% | +17.65% | -32.35% | -6.05% | 20:57 | 11:14 | 15:43 | 21:13 | 23:59 | 34:40 | 08:16 | 06:07 |
 | Black King Bar | 149 | 76.80% | 89.4 | 63.09% | +31.98% | +12.59% | -3.63% | -3.09% | 23:44 | 16:42 | 20:31 | 22:46 | 25:46 | 40:11 | 05:15 | 03:53 |
 | Power Treads | 116 | 59.79% | 87.9 | 62.07% | +15.92% | +10.34% | -6.90% | -8.92% | 07:02 | 03:52 | 05:58 | 06:47 | 07:54 | 18:30 | 01:56 | 01:25 |
 | Magic Wand | 143 | 73.71% | 86.4 | 59.44% | +14.34% | +4.45% | +1.67% | -0.65% | 07:59 | 00:27 | 05:10 | 07:36 | 09:25 | 20:59 | 04:15 | 03:08 |
 | Eye of Skadi | 44 | 22.68% | 84.8 | 65.91% | +13.24% | -20.46% | -2.27% | 2.01% | 35:24 | 25:37 | 29:47 | 34:09 | 38:50 | 59:40 | 09:03 | 06:42 |
 | Daedalus | 12 | 6.19% | 83.3 | 83.33% | +29.48% | +16.67% | -16.66% | -5.46% | 32:05 | 25:37 | 28:53 | 31:12 | 34:59 | 38:35 | 06:06 | 04:31 |
 | Aghanim's Blessing | 6 | 3.09% | 81.8 | 100.00% | +45.74% | 0.00% | 0.00% | 0.00% | 47:32 | 39:08 | 41:05 | 48:51 | 51:56 | 53:41 | 10:51 | 08:02 |
 | Quelling Blade | 185 | 95.36% | 80.3 | 56.22% | +11.78% | +2.48% | -10.57% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 14:38 | 00:00 | 00:00 |
 | Sange and Yasha | 9 | 4.64% | 78.8 | 88.89% | +34.84% | +11.11% | +11.11% | 0.00% | 22:06 | 15:42 | 17:11 | 20:01 | 23:59 | 31:53 | 06:48 | 05:02 |
 | Void Stone | 61 | 31.44% | 77.3 | 62.30% | +9.67% | -8.97% | +4.37% | 2.65% | 11:06 | 06:13 | 07:55 | 09:49 | 12:57 | 48:28 | 05:02 | 03:43 |
 | Magic Stick | 157 | 80.93% | 75.8 | 56.69% | +5.34% | +22.80% | -7.97% | -4.76% | 05:16 | -01:29 | 01:33 | 05:36 | 08:01 | 19:45 | 06:28 | 04:47 |
 | Boots of Speed | 194 | 100.00% | 74.2 | 55.67% | +55.67% | +5.55% | -7.75% | -7.53% | 03:04 | 01:04 | 02:02 | 02:48 | 03:48 | 08:41 | 01:46 | 01:18 |
 | Battle Fury | 60 | 30.93% | 72.7 | 61.67% | +8.68% | +5.00% | -21.67% | -15.39% | 14:47 | 12:02 | 13:43 | 14:30 | 15:27 | 19:19 | 01:44 | 01:17 |
 | Fluffy Hat | 104 | 53.61% | 71.2 | 57.69% | +4.36% | -7.69% | 0.00% | 1.88% | 05:47 | -01:29 | 03:17 | 05:02 | 07:22 | 28:04 | 04:05 | 03:01 |
 | Orb of Corrosion | 103 | 53.09% | 69.7 | 57.28% | +3.43% | -3.43% | -3.43% | 0.00% | 06:42 | 02:16 | 04:15 | 05:51 | 07:44 | 28:37 | 03:29 | 02:34 |
 | Orb of Venom | 145 | 74.74% | 68.2 | 55.17% | -1.97% | +8.72% | +5.94% | -1.92% | 01:18 | -01:30 | -01:29 | 01:26 | 02:56 | 12:13 | 04:25 | 03:16 |
 | Blight Stone | 114 | 58.76% | 66.7 | 55.26% | -0.99% | +3.36% | -12.40% | -3.28% | 05:47 | -01:29 | 02:54 | 05:02 | 07:42 | 26:10 | 04:48 | 03:33 |
 | Javelin | 91 | 46.91% | 65.2 | 54.95% | -1.36% | +10.27% | +1.57% | -1.17% | 15:28 | 07:32 | 10:04 | 12:30 | 17:31 | 43:13 | 07:27 | 05:31 |
 | Butterfly | 5 | 2.58% | 63.6 | 100.00% | +45.50% | 0.00% | 0.00% | 0.00% | 35:22 | 26:47 | 26:47 | 35:33 | 39:42 | 40:10 | 12:55 | 09:34 |
 | Maelstrom | 79 | 40.72% | 62.1 | 54.43% | -2.09% | +20.57% | -9.43% | -11.25% | 15:49 | 10:19 | 13:05 | 14:06 | 15:45 | 36:01 | 02:40 | 01:58 |
 | Crystalys | 16 | 8.25% | 60.6 | 68.75% | +14.26% | +6.25% | +6.25% | 0.00% | 28:33 | 20:52 | 23:29 | 27:42 | 33:30 | 37:44 | 10:01 | 07:25 |
 | Wraith Band | 94 | 48.45% | 59.1 | 50.00% | -11.00% | -12.50% | -10.87% | 0.81% | 02:55 | 00:00 | 01:41 | 02:28 | 03:42 | 10:44 | 02:01 | 01:29 |
 | Refresher Orb | 7 | 3.61% | 57.6 | 85.71% | +31.16% | +14.29% | -35.71% | 0.00% | 50:17 | 35:49 | 41:22 | 48:29 | 49:41 | 1:15:56 | 08:19 | 06:09 |
 | Sange | 13 | 6.70% | 56.1 | 69.23% | +14.53% | +30.77% | -35.90% | -5.24% | 23:33 | 15:12 | 17:37 | 21:28 | 30:21 | 32:32 | 12:44 | 09:25 |
 | Chainmail | 79 | 40.72% | 54.5 | 45.57% | -17.04% | +9.43% | +4.43% | -1.60% | 07:09 | 03:18 | 05:08 | 06:51 | 08:16 | 14:13 | 03:08 | 02:19 |
 | Phase Boots | 77 | 39.69% | 53.0 | 45.45% | -16.94% | +7.18% | -3.34% | -3.76% | 08:00 | 04:47 | 06:16 | 07:27 | 09:04 | 14:45 | 02:48 | 02:04 |
 | Desolator | 17 | 8.76% | 51.5 | 58.82% | +3.45% | +16.18% | -8.82% | -2.77% | 21:50 | 10:40 | 17:10 | 22:50 | 26:11 | 31:18 | 09:01 | 06:40 |
 | Wind Lace | 15 | 7.73% | 50.0 | 60.00% | +4.69% | -35.00% | -10.00% | 8.06% | 07:44 | 03:15 | 04:51 | 06:58 | 07:57 | 18:12 | 03:06 | 02:17 |
 | Mjollnir | 7 | 3.61% | 48.5 | 71.43% | +16.35% | +28.57% | -71.43% | 0.00% | 43:19 | 32:20 | 32:26 | 42:38 | 43:28 | 1:01:01 | 11:02 | 08:10 |
 | Rod of Atos | 5 | 2.58% | 47.0 | 80.00% | +24.97% | -80.00% | +20.00% | 0.00% | 31:07 | 19:18 | 19:18 | 33:00 | 33:51 | 40:04 | 14:33 | 10:46 |
 | Crown | 5 | 2.58% | 45.5 | 80.00% | +24.97% | -80.00% | +20.00% | 0.00% | 29:54 | 13:17 | 13:17 | 32:59 | 33:50 | 40:04 | 20:33 | 15:13 |
 | Gleipnir | 5 | 2.58% | 43.9 | 80.00% | +24.97% | -80.00% | +20.00% | 0.00% | 31:29 | 19:18 | 19:18 | 33:51 | 33:54 | 40:34 | 14:36 | 10:48 |
 | Satanic | 5 | 2.58% | 42.4 | 80.00% | +24.97% | +20.00% | +20.00% | 0.00% | 42:31 | 32:26 | 32:26 | 39:51 | 51:48 | 52:39 | 19:22 | 14:20 |
 | Morbid Mask | 5 | 2.58% | 40.9 | 80.00% | +24.97% | +20.00% | +20.00% | 0.00% | 39:03 | 30:02 | 30:02 | 33:25 | 48:24 | 51:36 | 18:22 | 13:36 |
 | Monkey King Bar | 12 | 6.19% | 39.4 | 50.00% | -6.04% | +16.67% | -50.00% | -5.73% | 36:53 | 27:20 | 29:30 | 32:57 | 41:08 | 55:04 | 11:38 | 08:37 |
 | Mage Slayer | 4 | 2.06% | 37.9 | 75.00% | +19.74% | +25.00% | +25.00% | 0.00% | 27:39 | 24:05 | 24:05 | 26:13 | 30:01 | 30:15 | 05:56 | 04:23 |
 | Manta Style | 4 | 2.06% | 36.4 | 75.00% | +19.74% | +25.00% | -75.00% | 0.00% | 29:28 | 25:50 | 25:50 | 26:26 | 29:14 | 36:21 | 03:24 | 02:31 |
 | Buckler | 2 | 1.03% | 34.8 | 100.00% | +44.79% | 0.00% | 0.00% | 0.00% | 28:01 | 18:16 | 18:16 | 37:45 | 37:45 | 37:45 | 19:29 | 14:25 |
 | Assault Cuirass | 2 | 1.03% | 33.3 | 100.00% | +44.79% | 0.00% | 0.00% | 0.00% | 31:47 | 25:24 | 25:24 | 38:10 | 38:10 | 38:10 | 12:46 | 09:27 |
 | Helm of Iron Will | 3 | 1.55% | 31.8 | 66.67% | +11.17% | +33.33% | 0.00% | 0.00% | 31:53 | 29:44 | 29:44 | 29:53 | 36:03 | 36:03 | 06:19 | 04:40 |
 | Blink Dagger | 3 | 1.55% | 30.3 | 66.67% | +11.17% | -66.67% | 0.00% | 0.00% | 38:43 | 17:46 | 17:46 | 44:48 | 53:36 | 53:36 | 35:50 | 26:32 |
 | Witch Blade | 17 | 8.76% | 28.8 | 29.41% | -28.78% | +20.59% | -4.41% | -8.02% | 16:59 | 14:03 | 15:14 | 16:34 | 18:21 | 21:04 | 03:07 | 02:18 |
 | Tranquil Boots | 1 | 0.52% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.52% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.52% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.52% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:16 | 45:16 | 45:16 | 45:16 | 45:16 | 45:16 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.52% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.52% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.52% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:41 | 57:41 | 57:41 | 57:41 | 57:41 | 57:41 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 2.58% | 16.7 | 40.00% | -16.08% | -40.00% | +60.00% | 0.00% | 12:10 | -01:29 | -01:29 | 07:46 | 18:16 | 37:45 | 19:45 | 14:37 |
 | Aeon Disk | 2 | 1.03% | 15.2 | 50.00% | -5.73% | -50.00% | 0.00% | 0.00% | 46:07 | 39:43 | 39:43 | 52:31 | 52:31 | 52:31 | 12:48 | 09:28 |
 | Nullifier | 2 | 1.03% | 13.6 | 50.00% | -5.73% | -50.00% | 0.00% | 0.00% | 38:19 | 36:27 | 36:27 | 40:11 | 40:11 | 40:11 | 03:44 | 02:45 |
 | Hood of Defiance | 2 | 1.03% | 12.1 | 50.00% | -5.73% | -50.00% | 0.00% | 0.00% | 13:54 | 12:31 | 12:31 | 15:17 | 15:17 | 15:17 | 02:46 | 02:02 |
 | Divine Rapier | 2 | 1.03% | 10.6 | 50.00% | -5.73% | -50.00% | 0.00% | 0.00% | 52:11 | 45:02 | 45:02 | 59:20 | 59:20 | 59:20 | 14:18 | 10:35 |
 | Diffusal Blade | 2 | 1.03% | 9.1 | 50.00% | -5.73% | -50.00% | 0.00% | 0.00% | 27:16 | 21:17 | 21:17 | 33:15 | 33:15 | 33:15 | 11:58 | 08:51 |
 | Echo Sabre | 1 | 0.52% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.52% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 1.03% | 4.5 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 15:34 | 12:02 | 12:02 | 19:05 | 19:05 | 19:05 | 07:03 | 05:13 |
 | Urn of Shadows | 1 | 0.52% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.52% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |