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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 | |
 | Void Stone | 5 | 10.42% | 100.0 | 80.00% | +47.44% | +20.00% | +20.00% | 0.00% | 35:22 | 14:04 | 14:04 | 34:41 | 48:21 | 51:48 | 34:17 | 25:23 |
 | Aghanim's Shard | 5 | 10.42% | 98.6 | 80.00% | +47.44% | +20.00% | -80.00% | -10.15% | 32:32 | 23:35 | 23:35 | 31:59 | 33:26 | 44:09 | 09:51 | 07:17 |
 | Boots of Speed | 48 | 100.00% | 97.1 | 37.50% | +37.50% | +4.17% | -4.17% | -2.94% | 05:26 | 01:55 | 03:25 | 04:27 | 06:15 | 17:57 | 02:50 | 02:05 |
 | Magic Stick | 45 | 93.75% | 95.7 | 37.78% | +4.45% | +25.86% | -10.51% | -9.61% | 02:18 | -01:29 | 00:34 | 01:56 | 04:21 | 08:47 | 03:47 | 02:48 |
 | Black King Bar | 26 | 54.17% | 94.3 | 42.31% | +10.49% | +0.55% | -8.98% | -2.33% | 22:19 | 12:35 | 19:09 | 21:21 | 23:14 | 36:56 | 04:05 | 03:01 |
 | Magic Wand | 41 | 85.42% | 92.9 | 36.59% | -6.27% | +3.41% | -16.59% | -3.44% | 06:23 | 01:46 | 03:01 | 05:05 | 08:50 | 19:11 | 05:49 | 04:18 |
 | Aghanim's Scepter | 21 | 43.75% | 91.4 | 42.86% | +9.53% | +57.14% | -2.86% | -8.33% | 18:53 | 12:54 | 15:04 | 17:49 | 22:16 | 27:14 | 07:12 | 05:20 |
 | Sange | 9 | 18.75% | 90.0 | 55.56% | +22.23% | -5.56% | -5.56% | 0.00% | 23:35 | 14:24 | 14:32 | 20:13 | 23:11 | 47:40 | 08:39 | 06:24 |
 | Sange and Yasha | 9 | 18.75% | 88.6 | 55.56% | +22.23% | +44.44% | -5.56% | -7.26% | 24:37 | 14:49 | 17:25 | 20:13 | 24:18 | 47:40 | 06:53 | 05:05 |
 | Wind Lace | 15 | 31.25% | 87.1 | 46.67% | +13.34% | +28.33% | -46.67% | -27.78% | 06:45 | 00:10 | 05:20 | 07:40 | 08:02 | 10:59 | 02:42 | 02:00 |
 | Eye of Skadi | 4 | 8.33% | 85.7 | 75.00% | +40.91% | +25.00% | -75.00% | 0.00% | 29:13 | 26:22 | 26:22 | 27:13 | 28:51 | 34:26 | 02:29 | 01:50 |
 | Glimmer Cape | 4 | 8.33% | 84.3 | 75.00% | +40.91% | +25.00% | +25.00% | 0.00% | 26:24 | 18:36 | 18:36 | 27:03 | 28:47 | 31:09 | 10:11 | 07:32 |
 | Kaya | 2 | 4.17% | 82.9 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 27:41 | 27:12 | 27:12 | 28:10 | 28:10 | 28:10 | 00:58 | 00:42 |
 | Vanguard | 2 | 4.17% | 81.4 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 59:38 | 57:10 | 57:10 | 1:02:06 | 1:02:06 | 1:02:06 | 04:56 | 03:39 |
 | Abyssal Blade | 2 | 4.17% | 80.0 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 59:42 | 57:14 | 57:14 | 1:02:09 | 1:02:09 | 1:02:09 | 04:55 | 03:38 |
 | Skull Basher | 2 | 4.17% | 78.6 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 49:20 | 37:00 | 37:00 | 1:01:39 | 1:01:39 | 1:01:39 | 24:39 | 18:15 |
 | Eul's Scepter of Divinity | 2 | 4.17% | 77.1 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 31:16 | 14:10 | 14:10 | 48:21 | 48:21 | 48:21 | 34:11 | 25:19 |
 | Power Treads | 23 | 47.92% | 75.7 | 39.13% | +3.13% | +10.87% | -39.13% | -44.12% | 06:59 | 04:40 | 06:05 | 06:37 | 07:13 | 10:24 | 01:08 | 00:50 |
 | Ring of Health | 7 | 14.58% | 74.3 | 57.14% | +22.99% | -7.14% | -7.14% | 0.00% | 23:41 | 09:08 | 11:29 | 13:23 | 27:36 | 57:09 | 16:07 | 11:56 |
 | Satanic | 7 | 14.58% | 72.9 | 57.14% | +22.99% | +42.86% | -7.14% | -9.68% | 27:56 | 22:30 | 23:27 | 25:08 | 28:37 | 41:23 | 05:10 | 03:49 |
 | Morbid Mask | 14 | 29.17% | 71.4 | 42.86% | +7.57% | -17.86% | +23.81% | 2.63% | 26:36 | 09:28 | 17:48 | 23:53 | 33:39 | 1:01:04 | 15:51 | 11:44 |
 | Yasha | 11 | 22.92% | 70.0 | 45.45% | +10.31% | +21.22% | +21.22% | 0.00% | 21:32 | 12:00 | 14:12 | 16:46 | 20:34 | 47:40 | 06:22 | 04:42 |
 | Ghost Scepter | 8 | 16.67% | 68.6 | 50.00% | +15.00% | -50.00% | 0.00% | 7.04% | 25:25 | 15:03 | 19:36 | 23:31 | 26:42 | 40:53 | 07:06 | 05:15 |
 | Bottle | 5 | 10.42% | 67.1 | 60.00% | +25.12% | +40.00% | -60.00% | -88.24% | 02:58 | 02:20 | 02:20 | 02:46 | 03:28 | 03:37 | 01:08 | 00:50 |
 | Null Talisman | 5 | 10.42% | 65.7 | 60.00% | +25.12% | +40.00% | -60.00% | -30.61% | 03:44 | 01:09 | 01:09 | 03:47 | 04:25 | 07:37 | 03:16 | 02:25 |
 | Monkey King Bar | 5 | 10.42% | 64.3 | 60.00% | +25.12% | -60.00% | -60.00% | 0.00% | 32:18 | 28:16 | 28:16 | 33:20 | 34:19 | 35:25 | 06:03 | 04:28 |
 | Wraith Band | 24 | 50.00% | 62.9 | 29.17% | -16.66% | +20.83% | -12.50% | -27.78% | 02:58 | 00:11 | 02:00 | 02:46 | 03:12 | 09:06 | 01:12 | 00:53 |
 | Javelin | 19 | 39.58% | 61.4 | 31.58% | -9.80% | +8.42% | +8.42% | 0.00% | 15:33 | 07:27 | 08:51 | 12:26 | 19:23 | 32:37 | 10:32 | 07:48 |
 | Butterfly | 10 | 20.83% | 60.0 | 40.00% | +3.16% | +26.67% | -40.00% | -8.70% | 29:04 | 19:26 | 24:43 | 28:42 | 32:23 | 45:44 | 07:40 | 05:40 |
 | Eternal Shroud | 3 | 6.25% | 58.6 | 66.67% | +31.11% | -66.67% | 0.00% | 0.00% | 17:58 | 16:43 | 16:43 | 16:49 | 20:23 | 20:23 | 03:40 | 02:42 |
 | Ring of Basilius | 8 | 16.67% | 57.1 | 37.50% | 0.00% | -37.50% | +12.50% | 11.49% | 07:50 | 03:25 | 05:27 | 07:04 | 09:48 | 12:22 | 04:21 | 03:13 |
 | Hood of Defiance | 4 | 8.33% | 55.7 | 50.00% | +13.64% | +50.00% | +50.00% | 0.00% | 12:07 | 10:47 | 10:47 | 11:29 | 12:35 | 13:36 | 01:48 | 01:20 |
 | Ethereal Blade | 4 | 8.33% | 54.3 | 50.00% | +13.64% | +50.00% | -50.00% | 0.00% | 25:45 | 23:47 | 23:47 | 25:01 | 26:32 | 27:40 | 02:45 | 02:02 |
 | Tranquil Boots | 4 | 8.33% | 52.9 | 50.00% | +13.64% | +50.00% | -50.00% | 0.00% | 12:47 | 07:40 | 07:40 | 11:12 | 12:06 | 20:08 | 04:26 | 03:17 |
 | Ring of Protection | 4 | 8.33% | 51.4 | 50.00% | +13.64% | -50.00% | +50.00% | 0.00% | 23:59 | 08:55 | 08:55 | 10:31 | 15:25 | 1:01:04 | 06:30 | 04:48 |
 | Force Staff | 4 | 8.33% | 50.0 | 50.00% | +13.64% | +50.00% | -50.00% | 0.00% | 21:58 | 13:36 | 13:36 | 17:16 | 25:08 | 31:52 | 11:32 | 08:32 |
 | Maelstrom | 16 | 33.33% | 48.6 | 25.00% | -18.75% | +25.00% | -25.00% | -14.35% | 15:41 | 11:19 | 12:00 | 12:58 | 15:29 | 26:12 | 03:29 | 02:34 |
 | Vladmir's Offering | 1 | 2.08% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:04 | 1:01:04 | 1:01:04 | 1:01:04 | 1:01:04 | 1:01:04 | 00:00 | 00:00 |
 | Buckler | 1 | 2.08% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:04 | 1:01:04 | 1:01:04 | 1:01:04 | 1:01:04 | 1:01:04 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.08% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.08% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.08% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.08% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:20 | 57:20 | 57:20 | 57:20 | 57:20 | 57:20 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.08% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.08% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.08% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.08% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 |
 | Fluffy Hat | 11 | 22.92% | 32.9 | 27.27% | -13.27% | -27.27% | +6.06% | 5.49% | 08:40 | 03:19 | 04:17 | 08:50 | 10:21 | 15:43 | 06:04 | 04:29 |
 | Chainmail | 11 | 22.92% | 31.4 | 27.27% | -13.27% | +6.06% | +6.06% | 0.00% | 09:37 | 05:08 | 06:12 | 06:27 | 06:50 | 28:30 | 00:38 | 00:28 |
 | Crystalys | 5 | 10.42% | 30.0 | 40.00% | +2.79% | +60.00% | +60.00% | 0.00% | 31:13 | 16:43 | 16:43 | 37:06 | 37:14 | 47:12 | 20:31 | 15:11 |
 | Quelling Blade | 8 | 16.67% | 28.6 | 25.00% | -15.00% | +25.00% | -25.00% | -50.00% | 01:35 | -01:29 | -01:29 | -01:29 | -01:26 | 12:23 | 00:03 | 00:02 |
 | Phase Boots | 9 | 18.75% | 27.1 | 22.22% | -18.81% | -22.22% | -22.22% | 0.00% | 07:37 | 06:01 | 06:50 | 07:07 | 07:47 | 10:45 | 00:57 | 00:42 |
 | Medallion of Courage | 2 | 4.17% | 25.7 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 26:03 | 23:34 | 23:34 | 28:31 | 28:31 | 28:31 | 04:57 | 03:40 |
 | Blight Stone | 2 | 4.17% | 24.3 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 24:01 | 19:30 | 19:30 | 28:31 | 28:31 | 28:31 | 09:01 | 06:40 |
 | Spirit Vessel | 2 | 4.17% | 22.9 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 25:02 | 24:20 | 24:20 | 25:44 | 25:44 | 25:44 | 01:24 | 01:02 |
 | Urn of Shadows | 3 | 6.25% | 21.4 | 33.33% | -4.45% | +66.67% | 0.00% | 0.00% | 13:08 | 11:49 | 11:49 | 12:10 | 15:25 | 15:25 | 03:36 | 02:40 |
 | Divine Rapier | 3 | 6.25% | 20.0 | 33.33% | -4.45% | -33.33% | 0.00% | 0.00% | 43:59 | 38:54 | 38:54 | 40:03 | 52:59 | 52:59 | 14:05 | 10:25 |
 | Daedalus | 3 | 6.25% | 18.6 | 33.33% | -4.45% | -33.33% | 0.00% | 0.00% | 38:32 | 37:14 | 37:14 | 37:19 | 41:04 | 41:04 | 03:50 | 02:50 |
 | Manta Style | 1 | 2.08% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.08% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 4.17% | 14.3 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 12:04 | 07:29 | 07:29 | 16:39 | 16:39 | 16:39 | 09:10 | 06:47 |
 | Linken's Sphere | 1 | 2.08% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.08% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Crown | 2 | 4.17% | 10.0 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 08:24 | 04:25 | 04:25 | 12:22 | 12:22 | 12:22 | 07:57 | 05:53 |
 | Hurricane Pike | 1 | 2.08% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.08% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.08% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Mask of Madness | 3 | 6.25% | 4.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 12:22 | 10:12 | 10:12 | 12:37 | 14:16 | 14:16 | 04:04 | 03:00 |
 | Drum of Endurance | 1 | 2.08% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Falcon Blade | 5 | 10.42% | 1.4 | 0.00% | -41.86% | 0.00% | 0.00% | 0.00% | 07:00 | 03:22 | 03:22 | 06:17 | 08:35 | 10:33 | 05:13 | 03:51 |