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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 | |
 | Skull Basher | 96 | 41.74% | 100.0 | 73.96% | +29.93% | +17.71% | -7.29% | -4.11% | 32:50 | 21:58 | 29:31 | 32:16 | 35:36 | 52:49 | 06:05 | 04:30 |
 | Ring of Health | 65 | 28.26% | 98.3 | 75.38% | +26.29% | +18.37% | -6.63% | -3.47% | 36:58 | 19:17 | 32:53 | 36:18 | 40:05 | 1:15:42 | 07:12 | 05:20 |
 | Vanguard | 63 | 27.39% | 96.7 | 74.60% | +24.90% | +12.90% | -5.85% | -2.75% | 36:41 | 28:32 | 32:55 | 36:18 | 39:44 | 56:10 | 06:49 | 05:02 |
 | Abyssal Blade | 62 | 26.96% | 95.0 | 74.19% | +24.19% | +19.56% | -7.52% | -4.23% | 37:08 | 28:32 | 33:43 | 36:39 | 40:07 | 56:24 | 06:24 | 04:44 |
 | Sange and Yasha | 43 | 18.70% | 93.3 | 76.74% | +24.87% | +23.26% | -13.10% | -7.32% | 23:39 | 18:33 | 20:46 | 22:58 | 25:44 | 31:50 | 04:58 | 03:40 |
 | Yasha | 44 | 19.13% | 91.7 | 75.00% | +22.85% | +15.91% | -20.45% | -6.93% | 23:01 | 15:40 | 19:47 | 22:37 | 25:02 | 31:26 | 05:15 | 03:53 |
 | Aghanim's Shard | 76 | 33.04% | 90.0 | 69.74% | +19.74% | -11.85% | -1.32% | 0.74% | 31:36 | 20:01 | 22:24 | 28:05 | 36:38 | 1:08:08 | 14:14 | 10:32 |
 | Sange | 89 | 38.70% | 88.3 | 67.42% | +17.77% | +18.94% | -31.06% | -12.30% | 20:56 | 14:58 | 18:31 | 20:28 | 22:35 | 35:09 | 04:04 | 03:00 |
 | Buckler | 134 | 58.26% | 86.7 | 64.93% | +20.14% | +8.60% | -22.51% | -4.47% | 28:56 | 19:55 | 25:03 | 27:51 | 32:01 | 45:38 | 06:58 | 05:09 |
 | Assault Cuirass | 125 | 54.35% | 85.0 | 64.00% | +16.38% | +0.52% | -18.84% | -2.93% | 30:18 | 19:55 | 26:32 | 29:42 | 33:09 | 45:45 | 06:37 | 04:54 |
 | Ring of Protection | 153 | 66.52% | 83.3 | 62.75% | +18.59% | -12.75% | -10.12% | 0.09% | 21:13 | -01:29 | 01:06 | 25:53 | 30:55 | 45:37 | 29:49 | 22:05 |
 | Radiance | 201 | 87.39% | 81.7 | 58.71% | +17.33% | +19.29% | -22.71% | -13.26% | 18:02 | 13:35 | 16:14 | 17:51 | 19:24 | 27:30 | 03:10 | 02:20 |
 | Magic Wand | 191 | 83.04% | 80.0 | 58.12% | +9.40% | -3.95% | +0.21% | 0.32% | 10:07 | 00:34 | 03:42 | 08:10 | 16:48 | 24:39 | 13:06 | 09:42 |
 | Magic Stick | 216 | 93.91% | 78.3 | 56.94% | +6.94% | +4.17% | -3.24% | -3.74% | 02:17 | -01:30 | -01:29 | 00:52 | 03:28 | 20:23 | 04:57 | 03:40 |
 | Quelling Blade | 230 | 100.00% | 76.7 | 56.52% | +56.52% | -1.35% | +4.88% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Boots of Speed | 230 | 100.00% | 75.0 | 56.52% | +56.52% | +3.82% | -7.40% | -5.34% | 03:36 | 00:49 | 02:21 | 03:25 | 04:27 | 10:38 | 02:06 | 01:33 |
 | Phase Boots | 224 | 97.39% | 73.3 | 56.25% | -10.42% | +15.18% | -8.04% | -14.36% | 06:57 | 03:15 | 05:39 | 06:18 | 07:16 | 22:27 | 01:37 | 01:11 |
 | Chainmail | 227 | 98.70% | 71.7 | 55.95% | -44.05% | +5.45% | -5.07% | -3.09% | 05:01 | 00:41 | 02:29 | 04:26 | 05:53 | 22:08 | 03:24 | 02:31 |
 | Blink Dagger | 118 | 51.30% | 70.0 | 57.63% | +2.27% | +2.37% | -9.35% | -1.46% | 25:39 | 15:12 | 20:16 | 23:18 | 28:17 | 56:36 | 08:01 | 05:56 |
 | Black King Bar | 135 | 58.70% | 68.3 | 56.30% | -0.54% | +26.05% | -23.95% | -8.82% | 27:16 | 20:08 | 23:50 | 26:17 | 29:30 | 48:30 | 05:40 | 04:11 |
 | Hand of Midas | 76 | 33.04% | 66.7 | 59.21% | +4.02% | +9.21% | -11.84% | -9.22% | 11:13 | 07:12 | 09:32 | 10:52 | 11:49 | 48:28 | 02:17 | 01:41 |
 | Swift Blink | 25 | 10.87% | 65.0 | 68.00% | +12.88% | +15.33% | -18.00% | -3.04% | 42:25 | 27:20 | 36:43 | 41:21 | 47:40 | 56:41 | 10:57 | 08:06 |
 | Javelin | 25 | 10.87% | 63.3 | 64.00% | +8.39% | +2.67% | -14.00% | -1.08% | 37:26 | 27:31 | 28:50 | 35:46 | 44:20 | 55:56 | 15:30 | 11:28 |
 | Heaven's Halberd | 34 | 14.78% | 61.7 | 58.82% | +2.70% | +18.96% | -21.32% | -8.42% | 24:38 | 16:55 | 21:44 | 23:33 | 26:31 | 36:29 | 04:47 | 03:32 |
 | Shadow Blade | 7 | 3.04% | 60.0 | 85.71% | +30.10% | -35.71% | +14.29% | 0.00% | 41:45 | 22:34 | 24:25 | 41:11 | 55:33 | 1:05:41 | 31:08 | 23:03 |
 | Bracer | 58 | 25.22% | 58.3 | 51.72% | -6.42% | +28.28% | -1.72% | -18.00% | 02:41 | 01:19 | 01:41 | 02:08 | 03:21 | 08:22 | 01:40 | 01:14 |
 | Helm of Iron Will | 68 | 29.57% | 56.7 | 47.06% | -13.43% | +23.53% | -23.53% | -18.70% | 12:42 | 03:05 | 10:02 | 11:00 | 12:33 | 56:46 | 02:31 | 01:51 |
 | Armlet of Mordiggian | 66 | 28.70% | 55.0 | 46.97% | -13.40% | +29.50% | -28.22% | -22.34% | 13:15 | 08:38 | 11:11 | 12:19 | 13:46 | 22:35 | 02:35 | 01:54 |
 | Mjollnir | 14 | 6.09% | 53.3 | 64.29% | +8.27% | +10.71% | +35.71% | 0.00% | 40:24 | 30:24 | 30:55 | 33:48 | 50:28 | 1:01:06 | 19:33 | 14:28 |
 | Maelstrom | 14 | 6.09% | 51.7 | 64.29% | +8.27% | +10.71% | +35.71% | 0.00% | 38:32 | 27:45 | 28:44 | 30:34 | 49:30 | 60:48 | 20:46 | 15:22 |
 | Monkey King Bar | 11 | 4.78% | 50.0 | 63.64% | +7.48% | +36.36% | -30.31% | 0.00% | 40:59 | 31:22 | 33:20 | 43:38 | 45:26 | 49:47 | 12:06 | 08:57 |
 | Desolator | 11 | 4.78% | 48.3 | 63.64% | +7.48% | +3.03% | -30.31% | 0.00% | 19:05 | 15:47 | 17:20 | 18:46 | 20:15 | 25:04 | 02:55 | 02:09 |
 | Moon Shard | 9 | 3.91% | 46.7 | 66.67% | +10.56% | +33.33% | -66.67% | 0.00% | 55:00 | 48:52 | 49:39 | 55:39 | 58:41 | 1:02:25 | 09:02 | 06:41 |
 | Blight Stone | 14 | 6.09% | 45.0 | 57.14% | +0.66% | -7.14% | +9.53% | 0.00% | 13:44 | 01:46 | 11:37 | 13:14 | 19:17 | 24:45 | 07:40 | 05:40 |
 | Divine Rapier | 21 | 9.13% | 43.3 | 47.62% | -9.80% | -7.62% | -7.62% | 0.00% | 47:18 | 35:22 | 41:05 | 46:52 | 50:30 | 1:05:42 | 09:25 | 06:58 |
 | Silver Edge | 4 | 1.74% | 41.7 | 75.00% | +18.81% | -75.00% | +25.00% | 0.00% | 43:56 | 25:45 | 25:45 | 27:01 | 56:46 | 1:06:10 | 31:01 | 22:58 |
 | Aghanim's Blessing | 4 | 1.74% | 40.0 | 75.00% | +18.81% | +25.00% | +25.00% | 0.00% | 60:08 | 53:19 | 53:19 | 57:13 | 1:03:38 | 1:06:22 | 10:19 | 07:38 |
 | Heart of Tarrasque | 2 | 0.87% | 38.3 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 35:11 | 24:39 | 24:39 | 45:42 | 45:42 | 45:42 | 21:03 | 15:35 |
 | Void Stone | 2 | 0.87% | 36.7 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 47:46 | 19:49 | 19:49 | 1:15:42 | 1:15:42 | 1:15:42 | 55:53 | 41:23 |
 | Aghanim's Scepter | 5 | 2.17% | 35.0 | 60.00% | +3.56% | -60.00% | +40.00% | 0.00% | 53:42 | 29:18 | 29:18 | 57:13 | 1:03:38 | 1:06:22 | 34:20 | 25:25 |
 | Power Treads | 5 | 2.17% | 33.3 | 60.00% | +3.56% | -60.00% | -60.00% | 0.00% | 10:09 | 06:32 | 06:32 | 06:58 | 10:47 | 19:49 | 04:15 | 03:08 |
 | Overwhelming Blink | 6 | 2.61% | 31.7 | 50.00% | -6.70% | +50.00% | -50.00% | 0.00% | 42:25 | 33:45 | 36:30 | 38:15 | 48:49 | 50:49 | 12:19 | 09:07 |
 | Eye of Skadi | 3 | 1.30% | 30.0 | 66.67% | +10.28% | +33.33% | 0.00% | 0.00% | 36:41 | 27:54 | 27:54 | 37:11 | 44:59 | 44:59 | 17:05 | 12:39 |
 | Orchid Malevolence | 1 | 0.43% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.43% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:54 | 1:15:54 | 1:15:54 | 1:15:54 | 1:15:54 | 1:15:54 | 00:00 | 00:00 |
 | Battle Fury | 1 | 0.43% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.43% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.43% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.43% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:25 | 47:25 | 47:25 | 47:25 | 47:25 | 47:25 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.43% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Wind Lace | 5 | 2.17% | 16.7 | 40.00% | -16.89% | -40.00% | +60.00% | 0.00% | 14:30 | 06:31 | 06:31 | 14:03 | 17:36 | 20:18 | 11:05 | 08:12 |
 | Nullifier | 2 | 0.87% | 15.0 | 50.00% | -6.58% | -50.00% | 0.00% | 0.00% | 51:23 | 45:47 | 45:47 | 56:58 | 56:58 | 56:58 | 11:11 | 08:17 |
 | Fluffy Hat | 3 | 1.30% | 13.3 | 33.33% | -23.50% | -33.33% | 0.00% | 0.00% | 10:03 | 04:28 | 04:28 | 04:55 | 20:46 | 20:46 | 16:18 | 12:04 |
 | Orb of Venom | 3 | 1.30% | 11.7 | 33.33% | -23.50% | -33.33% | 0.00% | 0.00% | 07:55 | -01:29 | -01:29 | 04:28 | 20:45 | 20:45 | 22:14 | 16:28 |
 | Orb of Corrosion | 3 | 1.30% | 10.0 | 33.33% | -23.50% | -33.33% | 0.00% | 0.00% | 10:17 | 04:29 | 04:29 | 05:37 | 20:46 | 20:46 | 16:17 | 12:03 |
 | Bottle | 1 | 0.43% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.43% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.43% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.43% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Blade Mail | 3 | 1.30% | 1.7 | 0.00% | -57.27% | 0.00% | 0.00% | 0.00% | 24:51 | 20:09 | 20:09 | 21:44 | 32:39 | 32:39 | 12:30 | 09:15 |