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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 | |
 | Satanic | 49 | 22.90% | 100.0 | 81.63% | +45.27% | +10.04% | -6.63% | -2.23% | 34:54 | 24:10 | 31:13 | 34:16 | 38:42 | 47:17 | 07:29 | 05:32 |
 | Abyssal Blade | 36 | 16.82% | 97.9 | 83.33% | +44.00% | +5.56% | -16.66% | -5.38% | 36:38 | 28:56 | 33:02 | 35:08 | 37:10 | 59:23 | 04:08 | 03:03 |
 | Vanguard | 36 | 16.82% | 95.7 | 83.33% | +44.00% | -5.55% | -16.66% | -2.70% | 36:25 | 28:43 | 32:47 | 35:05 | 36:54 | 59:16 | 04:07 | 03:02 |
 | Morbid Mask | 55 | 25.70% | 93.6 | 78.18% | +42.33% | +0.39% | +0.39% | 0.00% | 32:56 | 20:47 | 28:38 | 31:49 | 36:52 | 47:05 | 08:14 | 06:05 |
 | Aghanim's Blessing | 12 | 5.61% | 91.5 | 91.67% | +47.61% | +8.33% | -25.00% | 0.00% | 42:30 | 30:48 | 36:12 | 43:07 | 47:17 | 51:45 | 11:05 | 08:12 |
 | Aghanim's Scepter | 38 | 17.76% | 89.4 | 73.68% | +32.77% | -23.68% | +4.10% | 3.63% | 33:08 | 23:13 | 28:54 | 32:35 | 36:33 | 51:45 | 07:39 | 05:40 |
 | Eye of Skadi | 16 | 7.48% | 87.2 | 81.25% | +37.31% | +18.75% | -6.25% | 0.00% | 31:08 | 24:29 | 28:50 | 30:12 | 30:25 | 40:26 | 01:35 | 01:10 |
 | Skull Basher | 97 | 45.33% | 85.1 | 61.86% | +27.67% | +13.14% | -16.03% | -5.57% | 30:08 | 20:16 | 26:49 | 29:31 | 32:03 | 52:46 | 05:14 | 03:52 |
 | Linken's Sphere | 27 | 12.62% | 83.0 | 66.67% | +22.82% | +19.04% | -38.10% | -8.97% | 31:33 | 21:21 | 26:46 | 30:48 | 33:08 | 46:27 | 06:22 | 04:42 |
 | Yasha | 22 | 10.28% | 80.9 | 68.18% | +23.91% | +15.15% | -8.18% | -2.74% | 20:26 | 14:36 | 16:07 | 18:51 | 24:37 | 28:54 | 08:30 | 06:17 |
 | Desolator | 124 | 57.94% | 78.7 | 53.23% | +15.45% | +20.96% | -27.42% | -9.71% | 25:02 | 11:50 | 22:20 | 25:02 | 27:19 | 51:19 | 04:59 | 03:41 |
 | Black King Bar | 185 | 86.45% | 76.6 | 49.73% | +22.14% | +22.01% | -17.12% | -14.06% | 22:07 | 16:55 | 20:26 | 21:45 | 23:13 | 41:23 | 02:47 | 02:03 |
 | Blight Stone | 200 | 93.46% | 74.5 | 47.50% | +11.79% | -5.50% | -1.50% | 0.45% | 05:44 | -01:29 | -01:29 | 01:32 | 10:22 | 46:52 | 11:51 | 08:46 |
 | Power Treads | 212 | 99.07% | 72.3 | 47.17% | +47.17% | +7.55% | -5.66% | -4.89% | 08:52 | 03:42 | 07:04 | 08:09 | 09:46 | 21:37 | 02:42 | 02:00 |
 | Orb of Venom | 132 | 61.68% | 70.2 | 49.24% | +6.56% | +2.28% | -0.76% | -1.86% | 02:43 | -01:30 | 01:06 | 01:57 | 02:44 | 25:52 | 01:38 | 01:12 |
 | Ring of Health | 208 | 97.20% | 68.1 | 47.12% | +13.79% | -4.81% | -0.97% | 0.47% | 08:35 | 01:43 | 04:25 | 06:54 | 12:33 | 32:17 | 08:08 | 06:01 |
 | Boots of Speed | 213 | 99.53% | 66.0 | 46.95% | +46.95% | +9.65% | -5.44% | -5.66% | 06:39 | 01:16 | 05:08 | 06:18 | 07:48 | 15:19 | 02:40 | 01:58 |
 | Helm of Iron Will | 14 | 6.54% | 63.8 | 71.43% | +26.43% | +3.57% | -4.76% | 0.00% | 35:03 | 26:10 | 28:14 | 33:19 | 41:32 | 52:33 | 13:18 | 09:51 |
 | Nullifier | 14 | 6.54% | 61.7 | 71.43% | +26.43% | +3.57% | -4.76% | 0.00% | 35:51 | 26:26 | 29:32 | 33:46 | 42:43 | 52:56 | 13:11 | 09:45 |
 | Battle Fury | 204 | 95.33% | 59.6 | 47.06% | +7.06% | +15.69% | -23.53% | -15.28% | 15:17 | 10:33 | 14:00 | 15:24 | 16:34 | 20:47 | 02:34 | 01:54 |
 | Quelling Blade | 214 | 100.00% | 57.4 | 46.73% | +46.73% | -4.14% | +0.44% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 11:09 | 00:00 | 00:00 |
 | Void Stone | 205 | 95.79% | 55.3 | 46.83% | +2.39% | +8.07% | -23.30% | -9.70% | 12:57 | 06:36 | 11:08 | 12:59 | 14:22 | 30:43 | 03:14 | 02:23 |
 | Magic Wand | 161 | 75.23% | 53.2 | 47.83% | +4.43% | +12.17% | -5.33% | -1.72% | 08:34 | -01:29 | 03:27 | 06:02 | 13:37 | 34:32 | 10:10 | 07:31 |
 | Manta Style | 16 | 7.48% | 51.1 | 68.75% | +23.80% | +6.25% | +6.25% | 0.00% | 23:54 | 17:26 | 21:32 | 22:36 | 25:42 | 32:00 | 04:10 | 03:05 |
 | Magic Stick | 184 | 85.98% | 48.9 | 46.20% | -3.80% | +10.32% | -0.55% | -10.87% | 01:26 | -01:29 | -01:29 | -01:25 | 02:01 | 19:59 | 03:30 | 02:35 |
 | Orb of Corrosion | 117 | 54.67% | 46.8 | 47.86% | +2.50% | +7.31% | +3.86% | -2.23% | 05:24 | 01:44 | 03:00 | 03:37 | 04:33 | 26:02 | 01:33 | 01:08 |
 | Fluffy Hat | 117 | 54.67% | 44.7 | 47.86% | +2.50% | +10.76% | +0.42% | -7.30% | 04:34 | 00:55 | 02:09 | 02:45 | 03:34 | 25:49 | 01:25 | 01:02 |
 | Sange and Yasha | 4 | 1.87% | 42.6 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 22:34 | 17:45 | 17:45 | 18:13 | 26:02 | 28:16 | 08:17 | 06:08 |
 | Sange | 4 | 1.87% | 40.4 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 21:51 | 17:45 | 17:45 | 18:13 | 23:25 | 28:02 | 05:40 | 04:11 |
 | Monkey King Bar | 10 | 4.67% | 38.3 | 70.00% | +24.41% | +30.00% | +30.00% | 0.00% | 36:26 | 23:24 | 35:15 | 37:42 | 39:41 | 48:27 | 04:26 | 03:17 |
 | Aghanim's Shard | 73 | 34.11% | 36.2 | 41.10% | -8.55% | -2.21% | +3.34% | 0.73% | 29:07 | 17:51 | 24:07 | 28:04 | 31:43 | 47:44 | 07:36 | 05:37 |
 | Javelin | 15 | 7.01% | 34.0 | 53.33% | +7.10% | -28.33% | +21.67% | 0.00% | 28:50 | 08:32 | 16:10 | 34:45 | 37:54 | 48:00 | 21:44 | 16:05 |
 | Refresher Orb | 6 | 2.80% | 31.9 | 66.67% | +20.52% | -16.67% | +33.33% | 0.00% | 45:09 | 33:20 | 38:47 | 40:21 | 52:46 | 54:23 | 13:59 | 10:21 |
 | Moon Shard | 2 | 0.93% | 29.8 | 100.00% | +53.77% | 0.00% | 0.00% | 0.00% | 41:03 | 35:41 | 35:41 | 46:25 | 46:25 | 46:25 | 10:44 | 07:57 |
 | Wraith Band | 16 | 7.48% | 27.7 | 31.25% | -16.73% | -6.25% | -6.25% | 0.00% | 03:48 | 01:20 | 02:04 | 02:26 | 03:48 | 19:08 | 01:44 | 01:17 |
 | Divine Rapier | 4 | 1.87% | 25.5 | 50.00% | +3.33% | -50.00% | +50.00% | 0.00% | 44:55 | 40:46 | 40:46 | 41:39 | 42:22 | 54:52 | 01:36 | 01:11 |
 | Scythe of Vyse | 1 | 0.47% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.47% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.47% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.47% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Maelstrom | 4 | 1.87% | 14.9 | 25.00% | -22.14% | +75.00% | -25.00% | 0.00% | 14:16 | 11:55 | 11:55 | 13:57 | 14:38 | 16:34 | 02:43 | 02:00 |
 | Mjollnir | 1 | 0.47% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.47% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Wind Lace | 1 | 0.47% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.47% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.47% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.47% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |