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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 | |
 | Bracer | 28 | 49.12% | 100.0 | 60.71% | +26.23% | -3.57% | -3.57% | 0.00% | 07:40 | 01:16 | 02:28 | 03:16 | 08:24 | 40:29 | 05:56 | 04:23 |
 | Ring of Protection | 33 | 57.89% | 97.3 | 57.58% | +24.25% | -2.02% | -13.14% | -1.77% | 19:41 | 10:29 | 16:24 | 18:52 | 22:40 | 32:43 | 06:16 | 04:38 |
 | Buckler | 27 | 47.37% | 96.6 | 59.26% | +22.59% | -2.12% | -2.12% | 0.00% | 22:06 | 16:09 | 18:15 | 19:53 | 24:59 | 33:32 | 06:44 | 04:59 |
 | Guardian Greaves | 27 | 47.37% | 96.6 | 59.26% | +22.59% | +12.17% | +12.17% | 0.00% | 25:18 | 19:00 | 21:30 | 23:27 | 28:52 | 36:23 | 07:21 | 05:27 |
 | Mekansm | 29 | 50.88% | 90.4 | 55.17% | +15.88% | +19.83% | +7.33% | -3.29% | 18:20 | 14:05 | 16:14 | 18:08 | 20:02 | 29:07 | 03:48 | 02:48 |
 | Chainmail | 30 | 52.63% | 87.7 | 53.33% | +12.59% | -3.33% | -3.33% | 0.00% | 16:18 | 11:24 | 14:04 | 15:26 | 17:26 | 29:07 | 03:21 | 02:29 |
 | Headdress | 30 | 52.63% | 87.7 | 53.33% | +12.59% | +9.17% | +9.17% | 0.00% | 15:38 | 10:56 | 12:51 | 15:04 | 16:35 | 29:07 | 03:44 | 02:45 |
 | Boots of Speed | 57 | 100.00% | 87.3 | 47.37% | +47.37% | +12.63% | -7.37% | -8.89% | 05:15 | -01:29 | 04:02 | 05:09 | 06:17 | 09:35 | 02:15 | 01:40 |
 | Magic Stick | 55 | 96.49% | 86.6 | 47.27% | -2.73% | +9.87% | +17.02% | 0.92% | 05:07 | -01:29 | 01:15 | 05:28 | 08:59 | 17:06 | 07:44 | 05:43 |
 | Magic Wand | 55 | 96.49% | 86.6 | 47.27% | -2.73% | -4.41% | +9.87% | 2.35% | 07:44 | 00:24 | 03:57 | 08:02 | 10:01 | 23:37 | 06:04 | 04:29 |
 | Arcane Boots | 50 | 87.72% | 86.5 | 48.00% | +5.14% | +13.54% | +5.85% | -1.65% | 10:01 | 03:53 | 07:24 | 09:52 | 12:04 | 19:00 | 04:39 | 03:27 |
 | Ring of Basilius | 50 | 87.72% | 86.5 | 48.00% | +5.14% | +21.23% | -1.85% | -5.21% | 08:12 | 02:45 | 05:30 | 08:22 | 09:56 | 18:50 | 04:26 | 03:17 |
 | Wind Lace | 25 | 43.86% | 74.5 | 48.00% | +1.12% | -33.71% | +9.14% | 2.52% | 18:30 | 05:28 | 11:22 | 17:10 | 28:24 | 34:19 | 17:02 | 12:37 |
 | Fluffy Hat | 26 | 45.61% | 72.0 | 46.15% | -2.24% | +10.99% | -17.58% | -2.23% | 21:56 | 10:29 | 14:29 | 19:35 | 27:17 | 51:09 | 12:47 | 09:28 |
 | Maelstrom | 18 | 31.58% | 71.0 | 50.00% | +3.85% | +10.00% | +10.00% | 0.00% | 16:44 | 09:35 | 12:32 | 13:41 | 16:46 | 36:15 | 04:14 | 03:08 |
 | Aghanim's Shard | 18 | 31.58% | 71.0 | 50.00% | +3.85% | +10.00% | -10.00% | -3.38% | 25:09 | 15:01 | 20:35 | 24:22 | 26:30 | 39:37 | 05:55 | 04:22 |
 | Javelin | 18 | 31.58% | 71.0 | 50.00% | +3.85% | 0.00% | +10.00% | 1.72% | 13:45 | 05:46 | 09:06 | 09:55 | 14:54 | 36:15 | 05:48 | 04:17 |
 | Rod of Atos | 16 | 28.07% | 68.2 | 50.00% | +3.66% | -50.00% | +33.33% | 37.04% | 17:40 | 10:10 | 16:09 | 17:04 | 18:24 | 33:43 | 02:15 | 01:40 |
 | Gleipnir | 16 | 28.07% | 68.2 | 50.00% | +3.66% | 0.00% | +25.00% | 14.63% | 19:19 | 14:22 | 16:41 | 17:11 | 18:24 | 34:35 | 01:42 | 01:15 |
 | Wraith Band | 15 | 26.32% | 61.0 | 46.67% | -0.95% | -6.67% | +3.33% | 3.65% | 07:27 | 01:40 | 02:13 | 02:45 | 04:57 | 44:39 | 02:44 | 02:01 |
 | Urn of Shadows | 4 | 7.02% | 60.1 | 75.00% | +29.72% | +25.00% | -75.00% | 0.00% | 12:48 | 11:47 | 12:27 | 12:46 | 13:06 | 13:54 | 00:39 | 00:29 |
 | Black King Bar | 14 | 24.56% | 53.1 | 42.86% | -5.98% | +7.14% | -17.86% | -2.73% | 30:39 | 21:23 | 23:24 | 28:29 | 32:33 | 59:00 | 09:09 | 06:47 |
 | Force Staff | 15 | 26.32% | 50.1 | 40.00% | -10.00% | +10.00% | -15.00% | -2.03% | 30:08 | 19:00 | 23:41 | 27:17 | 36:01 | 51:09 | 12:20 | 09:08 |
 | Crystalys | 8 | 14.04% | 49.6 | 50.00% | +3.06% | +50.00% | -50.00% | -7.34% | 33:23 | 26:34 | 27:20 | 30:43 | 40:58 | 42:25 | 13:37 | 10:05 |
 | Eul's Scepter of Divinity | 5 | 8.77% | 48.6 | 60.00% | +13.85% | -10.00% | -10.00% | 0.00% | 43:08 | 28:29 | 36:40 | 39:28 | 49:42 | 1:01:20 | 13:02 | 09:39 |
 | Solar Crest | 9 | 15.79% | 44.7 | 44.44% | -3.48% | +22.23% | -44.44% | -11.70% | 28:07 | 19:24 | 25:44 | 29:30 | 31:26 | 34:03 | 05:42 | 04:13 |
 | Drum of Endurance | 9 | 15.79% | 44.7 | 44.44% | -3.48% | -11.11% | +22.23% | 15.75% | 18:37 | 11:48 | 15:49 | 17:06 | 17:56 | 29:38 | 02:07 | 01:34 |
 | Pavise | 9 | 15.79% | 44.7 | 44.44% | -3.48% | -11.11% | +22.23% | 3.53% | 23:33 | 13:02 | 19:51 | 23:31 | 29:17 | 30:08 | 09:26 | 06:59 |
 | Void Stone | 14 | 24.56% | 41.9 | 35.71% | -15.45% | -10.71% | -10.71% | 0.00% | 36:02 | 20:02 | 35:31 | 36:26 | 39:23 | 1:01:20 | 03:51 | 02:51 |
 | Manta Style | 6 | 10.53% | 41.3 | 50.00% | +2.94% | 0.00% | 0.00% | 0.00% | 25:49 | 21:22 | 24:04 | 25:16 | 26:34 | 32:19 | 02:29 | 01:50 |
 | Morbid Mask | 6 | 10.53% | 41.3 | 50.00% | +2.94% | +50.00% | -50.00% | 0.00% | 36:18 | 27:24 | 31:56 | 33:21 | 41:03 | 48:34 | 09:06 | 06:45 |
 | Yasha | 6 | 10.53% | 41.3 | 50.00% | +2.94% | 0.00% | +50.00% | 0.00% | 21:09 | 17:46 | 20:29 | 20:54 | 21:28 | 25:15 | 00:59 | 00:43 |
 | Power Treads | 6 | 10.53% | 41.3 | 50.00% | +2.94% | -50.00% | +50.00% | 0.00% | 16:45 | 06:15 | 07:33 | 07:48 | 26:26 | 38:31 | 18:53 | 13:59 |
 | Diadem | 6 | 10.53% | 41.3 | 50.00% | +2.94% | 0.00% | +50.00% | 0.00% | 23:31 | 18:55 | 21:30 | 22:12 | 24:11 | 31:37 | 02:40 | 01:58 |
 | Crown | 10 | 17.54% | 40.9 | 40.00% | -8.94% | -6.67% | -6.67% | 0.00% | 24:55 | 13:35 | 20:37 | 25:10 | 29:04 | 33:28 | 08:26 | 06:15 |
 | Wind Waker | 3 | 5.26% | 38.8 | 66.67% | +20.37% | -66.67% | +33.33% | 0.00% | 59:04 | 52:51 | 53:46 | 54:42 | 1:02:11 | 1:09:40 | 08:24 | 06:13 |
 | Spirit Vessel | 3 | 5.26% | 38.8 | 66.67% | +20.37% | +33.33% | -66.67% | 0.00% | 17:30 | 16:29 | 16:46 | 17:04 | 18:00 | 18:56 | 01:13 | 00:54 |
 | Quelling Blade | 3 | 5.26% | 38.8 | 66.67% | +20.37% | -16.67% | +33.33% | 0.00% | 00:46 | -01:29 | -01:29 | -01:29 | 01:54 | 05:17 | 03:23 | 02:30 |
 | Pipe of Insight | 3 | 5.26% | 38.8 | 66.67% | +20.37% | -66.67% | +33.33% | 0.00% | 43:15 | 38:03 | 41:55 | 45:48 | 45:50 | 45:53 | 03:55 | 02:54 |
 | Null Talisman | 3 | 5.26% | 38.8 | 66.67% | +20.37% | +33.33% | -66.67% | 0.00% | 06:47 | 03:36 | 05:58 | 08:21 | 08:22 | 08:23 | 02:23 | 01:46 |
 | Daedalus | 4 | 7.02% | 30.3 | 50.00% | +2.83% | +50.00% | -50.00% | 0.00% | 34:55 | 29:41 | 30:19 | 33:33 | 38:09 | 42:54 | 07:49 | 05:47 |
 | Satanic | 4 | 7.02% | 30.3 | 50.00% | +2.83% | +50.00% | -50.00% | 0.00% | 39:46 | 31:57 | 33:44 | 39:00 | 45:02 | 49:08 | 11:17 | 08:22 |
 | Aeon Disk | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:21 | 49:21 | 49:21 | 49:21 | 49:21 | 49:21 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.75% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 00:00 | 00:00 |
 | Ring of Health | 11 | 19.30% | 25.4 | 27.27% | -24.90% | +39.40% | -27.27% | -12.86% | 34:24 | 20:13 | 32:56 | 36:05 | 38:07 | 41:31 | 05:11 | 03:50 |
 | Cornucopia | 2 | 3.51% | 15.6 | 50.00% | +2.73% | +50.00% | -50.00% | 0.00% | 32:45 | 12:25 | 22:34 | 32:44 | 42:54 | 53:04 | 20:19 | 15:03 |
 | Vladmir's Offering | 2 | 3.51% | 15.6 | 50.00% | +2.73% | +50.00% | -50.00% | 0.00% | 31:23 | 29:13 | 30:17 | 31:22 | 32:27 | 33:32 | 02:09 | 01:35 |
 | Tranquil Boots | 2 | 3.51% | 15.6 | 50.00% | +2.73% | -50.00% | +50.00% | 0.00% | 21:29 | 13:09 | 17:19 | 21:29 | 25:39 | 29:49 | 08:20 | 06:10 |
 | Ring of Tarrasque | 3 | 5.26% | 11.5 | 33.33% | -14.82% | -33.33% | -33.33% | 0.00% | 45:30 | 37:54 | 41:42 | 45:31 | 49:18 | 53:05 | 07:35 | 05:37 |
 | Dragon Lance | 5 | 8.77% | 8.1 | 20.00% | -30.00% | -20.00% | +30.00% | 0.00% | 31:24 | 21:25 | 25:14 | 32:02 | 39:09 | 39:12 | 13:55 | 10:18 |
 | Linken's Sphere | 5 | 8.77% | 8.1 | 20.00% | -30.00% | -20.00% | +30.00% | 0.00% | 37:09 | 35:45 | 36:30 | 36:56 | 37:02 | 39:34 | 00:32 | 00:23 |
 | Hurricane Pike | 2 | 3.51% | 0.0 | 0.00% | -49.09% | 0.00% | 0.00% | 0.00% | 47:38 | 44:05 | 45:51 | 47:37 | 49:23 | 51:10 | 03:32 | 02:37 |
 | Bottle | 1 | 1.75% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 5.26% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 40:52 | 39:07 | 40:19 | 41:32 | 41:44 | 41:56 | 01:24 | 01:02 |
 | Boots of Travel 2 | 1 | 1.75% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.75% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 3.51% | 0.0 | 0.00% | -49.09% | 0.00% | 0.00% | 0.00% | 29:55 | 27:15 | 28:35 | 29:55 | 31:15 | 32:35 | 02:40 | 01:58 |