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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 | |
 | Mjollnir | 31 | 50.82% | 100.0 | 77.42% | +20.75% | +10.08% | -2.42% | -1.10% | 31:59 | 20:54 | 25:57 | 28:30 | 37:21 | 52:57 | 11:24 | 08:26 |
 | Black King Bar | 42 | 68.85% | 97.9 | 73.81% | +21.18% | +8.01% | -23.81% | -5.16% | 25:08 | 16:18 | 21:17 | 24:22 | 27:27 | 42:49 | 06:10 | 04:34 |
 | Javelin | 54 | 88.52% | 95.8 | 70.37% | +27.51% | +22.49% | -1.14% | -4.96% | 15:26 | 08:47 | 12:30 | 14:26 | 17:16 | 27:52 | 04:46 | 03:31 |
 | Wraith Band | 59 | 96.72% | 93.8 | 67.80% | +17.80% | -1.13% | +5.53% | 2.36% | 02:05 | -01:30 | -01:29 | 02:54 | 04:18 | 08:30 | 05:47 | 04:17 |
 | Maelstrom | 51 | 83.61% | 91.7 | 68.63% | +8.63% | +8.29% | +0.60% | -1.35% | 17:57 | 11:29 | 14:58 | 17:10 | 20:39 | 29:40 | 05:41 | 04:12 |
 | Boots of Speed | 61 | 100.00% | 89.6 | 67.21% | +67.21% | +12.79% | -0.54% | -4.35% | 05:45 | 01:52 | 04:02 | 05:48 | 07:06 | 09:57 | 03:04 | 02:16 |
 | Ring of Aquila | 58 | 95.08% | 87.5 | 67.24% | +0.57% | -7.24% | +4.19% | 6.66% | 04:40 | 02:00 | 03:28 | 04:14 | 05:11 | 12:24 | 01:43 | 01:16 |
 | Ring of Basilius | 58 | 95.08% | 85.4 | 67.24% | +0.57% | -0.57% | +11.33% | 8.02% | 04:23 | 01:33 | 03:19 | 03:57 | 04:48 | 12:01 | 01:29 | 01:05 |
 | Magic Wand | 53 | 86.89% | 83.3 | 67.92% | +5.42% | -6.38% | -6.38% | 0.00% | 06:50 | 00:54 | 04:54 | 06:23 | 08:30 | 12:45 | 03:36 | 02:40 |
 | Ring of Protection | 60 | 98.36% | 81.3 | 66.67% | -33.33% | -6.67% | 0.00% | 3.36% | 04:19 | 01:06 | 02:45 | 03:41 | 04:44 | 14:08 | 01:59 | 01:28 |
 | Dragon Lance | 21 | 34.43% | 79.2 | 76.19% | +13.69% | +23.81% | +3.81% | -2.05% | 19:36 | 10:41 | 13:54 | 17:47 | 23:40 | 45:15 | 09:46 | 07:14 |
 | Monkey King Bar | 12 | 19.67% | 77.1 | 83.33% | +20.06% | +16.67% | +16.67% | 0.00% | 35:42 | 20:48 | 25:07 | 35:36 | 41:05 | 50:29 | 15:58 | 11:49 |
 | Magic Stick | 56 | 91.80% | 75.0 | 66.07% | -13.93% | +19.64% | -30.36% | -9.52% | 03:42 | 00:28 | 01:02 | 02:08 | 06:17 | 12:45 | 05:15 | 03:53 |
 | Void Stone | 22 | 36.07% | 72.9 | 72.73% | +8.63% | -6.06% | +7.27% | 0.86% | 29:58 | 14:15 | 21:38 | 30:52 | 37:13 | 48:28 | 15:35 | 11:32 |
 | Power Treads | 44 | 72.13% | 70.8 | 65.91% | -4.68% | -11.36% | -11.36% | 0.00% | 09:23 | 05:20 | 07:49 | 09:12 | 10:54 | 13:43 | 03:05 | 02:17 |
 | Drum of Endurance | 5 | 8.20% | 68.8 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 10:40 | 07:11 | 07:11 | 11:26 | 11:46 | 13:21 | 04:35 | 03:23 |
 | Bracer | 5 | 8.20% | 66.7 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 09:51 | 07:11 | 07:11 | 09:38 | 10:09 | 13:21 | 02:58 | 02:11 |
 | Linken's Sphere | 16 | 26.23% | 64.6 | 75.00% | +10.56% | 0.00% | 0.00% | 0.00% | 33:19 | 20:01 | 23:29 | 32:23 | 36:56 | 49:41 | 13:27 | 09:57 |
 | Ring of Health | 18 | 29.51% | 62.5 | 72.22% | +7.10% | +7.78% | +2.78% | -0.42% | 28:36 | 12:41 | 21:38 | 30:21 | 33:27 | 49:33 | 11:49 | 08:45 |
 | Phase Boots | 15 | 24.59% | 60.4 | 73.33% | +8.11% | +26.67% | -48.33% | -29.03% | 08:55 | 06:02 | 07:36 | 08:14 | 10:11 | 11:51 | 02:35 | 01:54 |
 | Morbid Mask | 10 | 16.39% | 58.3 | 80.00% | +15.29% | -13.33% | +20.00% | 2.73% | 35:36 | 15:14 | 31:09 | 31:53 | 43:22 | 52:01 | 12:13 | 09:02 |
 | Crystalys | 7 | 11.48% | 56.3 | 85.71% | +20.90% | -35.71% | +14.29% | 7.33% | 38:35 | 30:21 | 34:34 | 37:57 | 41:23 | 47:26 | 06:49 | 05:02 |
 | Wind Lace | 7 | 11.48% | 54.2 | 85.71% | +20.90% | +14.29% | -35.71% | -34.88% | 10:49 | 07:11 | 09:38 | 10:14 | 11:04 | 15:14 | 01:26 | 01:03 |
 | Bottle | 23 | 37.70% | 52.1 | 65.22% | -3.20% | +1.45% | +1.45% | 0.00% | 06:42 | 01:53 | 04:33 | 06:27 | 07:35 | 13:25 | 03:02 | 02:14 |
 | Daedalus | 4 | 6.56% | 50.0 | 100.00% | +35.09% | 0.00% | 0.00% | 0.00% | 44:22 | 36:35 | 36:35 | 39:28 | 43:43 | 57:40 | 07:08 | 05:17 |
 | Scythe of Vyse | 4 | 6.56% | 47.9 | 100.00% | +35.09% | 0.00% | 0.00% | 0.00% | 40:28 | 37:13 | 37:13 | 37:39 | 38:31 | 48:28 | 01:18 | 00:57 |
 | Satanic | 3 | 4.92% | 45.8 | 100.00% | +34.48% | 0.00% | 0.00% | 0.00% | 39:44 | 30:01 | 30:01 | 42:47 | 46:23 | 46:23 | 16:22 | 12:07 |
 | Blink Dagger | 3 | 4.92% | 43.8 | 100.00% | +34.48% | 0.00% | 0.00% | 0.00% | 33:50 | 32:31 | 32:31 | 32:47 | 36:13 | 36:13 | 03:42 | 02:44 |
 | Orb of Venom | 5 | 8.20% | 41.7 | 80.00% | +13.93% | +20.00% | +20.00% | 0.00% | -00:18 | -01:29 | -01:29 | -01:29 | -01:29 | 04:24 | 00:00 | 00:00 |
 | Yasha | 12 | 19.67% | 39.6 | 50.00% | -21.43% | +16.67% | -16.67% | -5.13% | 19:53 | 11:05 | 15:03 | 18:26 | 21:33 | 31:04 | 06:30 | 04:48 |
 | Butterfly | 4 | 6.56% | 37.5 | 75.00% | +8.33% | +25.00% | -75.00% | 0.00% | 35:49 | 31:52 | 31:52 | 33:57 | 34:23 | 43:03 | 02:31 | 01:51 |
 | Force Staff | 2 | 3.28% | 35.4 | 100.00% | +33.90% | 0.00% | 0.00% | 0.00% | 36:40 | 28:04 | 28:04 | 45:15 | 45:15 | 45:15 | 17:11 | 12:43 |
 | Hurricane Pike | 2 | 3.28% | 33.3 | 100.00% | +33.90% | 0.00% | 0.00% | 0.00% | 36:46 | 28:16 | 28:16 | 45:15 | 45:15 | 45:15 | 16:59 | 12:34 |
 | Manta Style | 9 | 14.75% | 31.3 | 44.44% | -26.71% | +5.56% | -44.44% | -8.90% | 23:22 | 16:38 | 18:12 | 23:08 | 23:49 | 33:48 | 05:37 | 04:09 |
 | Aeon Disk | 1 | 1.64% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.64% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Sange | 1 | 1.64% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.64% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.64% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.64% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:12 | 41:12 | 41:12 | 41:12 | 41:12 | 41:12 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 3.28% | 16.7 | 50.00% | -17.80% | -50.00% | 0.00% | 0.00% | 23:43 | 20:21 | 20:21 | 27:05 | 27:05 | 27:05 | 06:44 | 04:59 |
 | Urn of Shadows | 2 | 3.28% | 14.6 | 50.00% | -17.80% | +50.00% | 0.00% | 0.00% | 13:29 | 12:50 | 12:50 | 14:08 | 14:08 | 14:08 | 01:18 | 00:57 |
 | Mask of Madness | 1 | 1.64% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.64% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.64% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.64% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.64% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.64% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |