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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 | |
 | Guardian Greaves | 7 | 14.89% | 100.0 | 71.43% | +38.93% | -21.43% | -21.43% | 0.00% | 21:39 | 13:14 | 16:44 | 19:27 | 22:54 | 38:27 | 06:10 | 04:34 |
 | Manta Style | 7 | 14.89% | 98.4 | 71.43% | +38.93% | +28.57% | -71.43% | -14.18% | 24:09 | 17:32 | 18:51 | 24:10 | 25:54 | 34:57 | 07:03 | 05:13 |
 | Daedalus | 7 | 14.89% | 96.9 | 71.43% | +38.93% | -21.43% | -21.43% | 0.00% | 34:41 | 24:42 | 32:18 | 35:05 | 35:12 | 42:43 | 02:54 | 02:08 |
 | Buckler | 7 | 14.89% | 95.3 | 71.43% | +38.93% | +28.57% | -21.43% | -14.22% | 18:45 | 11:57 | 13:51 | 17:19 | 17:22 | 37:03 | 03:31 | 02:36 |
 | Crystalys | 14 | 29.79% | 93.8 | 57.14% | +26.84% | -7.14% | -57.14% | -8.55% | 30:23 | 21:06 | 26:11 | 29:51 | 32:02 | 40:33 | 05:51 | 04:20 |
 | Ring of Protection | 10 | 21.28% | 92.2 | 60.00% | +27.57% | -26.67% | -10.00% | 3.64% | 15:49 | 07:29 | 11:56 | 13:51 | 16:31 | 37:03 | 04:35 | 03:23 |
 | Magic Stick | 46 | 97.87% | 90.6 | 39.13% | +39.13% | -5.80% | -2.77% | 1.34% | 01:39 | -01:29 | -01:29 | 01:50 | 03:45 | 08:36 | 05:14 | 03:52 |
 | Magic Wand | 46 | 97.87% | 89.1 | 39.13% | +39.13% | +10.87% | -11.86% | -9.15% | 05:55 | 01:58 | 04:17 | 05:29 | 06:46 | 20:09 | 02:29 | 01:50 |
 | Yasha | 8 | 17.02% | 87.5 | 62.50% | +29.17% | +37.50% | -12.50% | -8.06% | 19:43 | 14:04 | 15:52 | 18:27 | 22:04 | 28:41 | 06:12 | 04:35 |
 | Boots of Speed | 47 | 100.00% | 85.9 | 38.30% | +38.30% | +11.70% | -21.63% | -14.18% | 05:09 | -01:29 | 03:52 | 04:57 | 06:13 | 11:40 | 02:21 | 01:44 |
 | Mekansm | 11 | 23.40% | 84.4 | 54.55% | +21.22% | -21.22% | -21.22% | 0.00% | 18:29 | 10:47 | 13:12 | 15:06 | 16:50 | 34:51 | 03:38 | 02:41 |
 | Chainmail | 14 | 29.79% | 82.8 | 50.00% | +16.67% | -25.00% | -16.67% | 0.71% | 16:24 | 08:37 | 11:55 | 12:57 | 23:35 | 34:51 | 11:40 | 08:38 |
 | Headdress | 14 | 29.79% | 81.3 | 50.00% | +16.67% | -25.00% | +16.67% | 9.73% | 15:29 | 06:40 | 10:32 | 11:23 | 14:49 | 34:50 | 04:17 | 03:10 |
 | Wind Lace | 18 | 38.30% | 79.7 | 44.44% | +9.96% | -24.44% | +30.56% | 7.91% | 11:38 | 02:29 | 08:32 | 09:41 | 15:29 | 21:16 | 06:57 | 05:08 |
 | Cornucopia | 4 | 8.51% | 78.1 | 75.00% | +40.12% | +25.00% | +25.00% | 0.00% | 30:55 | 26:26 | 26:26 | 27:29 | 31:48 | 37:56 | 05:22 | 03:58 |
 | Linken's Sphere | 4 | 8.51% | 76.6 | 75.00% | +40.12% | +25.00% | +25.00% | 0.00% | 31:06 | 26:45 | 26:45 | 27:48 | 31:48 | 38:04 | 05:03 | 03:44 |
 | Blink Dagger | 4 | 8.51% | 75.0 | 75.00% | +40.12% | +25.00% | -75.00% | 0.00% | 38:01 | 34:59 | 34:59 | 36:18 | 38:42 | 42:03 | 03:43 | 02:45 |
 | Rod of Atos | 19 | 40.43% | 73.4 | 42.11% | +6.40% | +17.89% | +17.89% | 0.00% | 13:18 | 08:52 | 10:56 | 12:33 | 13:19 | 23:19 | 02:23 | 01:45 |
 | Boots of Travel 2 | 2 | 4.26% | 71.9 | 100.00% | +64.44% | 0.00% | 0.00% | 0.00% | 52:25 | 50:36 | 50:36 | 54:14 | 54:14 | 54:14 | 03:38 | 02:41 |
 | Crown | 23 | 48.94% | 70.3 | 39.13% | +1.63% | -5.80% | +10.87% | 4.13% | 09:50 | 03:07 | 04:58 | 06:23 | 09:00 | 46:46 | 04:02 | 02:59 |
 | Bracer | 20 | 42.55% | 68.8 | 35.00% | -5.74% | +45.00% | -15.00% | -33.64% | 02:37 | 00:39 | 01:41 | 02:33 | 03:28 | 04:25 | 01:47 | 01:19 |
 | Force Staff | 12 | 25.53% | 67.2 | 41.67% | +4.53% | -8.34% | +25.00% | 4.32% | 25:30 | 16:37 | 19:05 | 23:01 | 26:48 | 40:39 | 07:43 | 05:42 |
 | Fluffy Hat | 16 | 34.04% | 65.6 | 37.50% | -1.21% | -12.50% | -12.50% | 0.00% | 20:25 | 11:56 | 12:57 | 19:17 | 22:00 | 40:38 | 09:03 | 06:42 |
 | Arcane Boots | 16 | 34.04% | 64.1 | 37.50% | -1.21% | +12.50% | +12.50% | 0.00% | 10:46 | 06:18 | 09:02 | 10:17 | 10:53 | 25:34 | 01:51 | 01:22 |
 | Bottle | 16 | 34.04% | 62.5 | 37.50% | -1.21% | +12.50% | -12.50% | -25.00% | 01:47 | 01:05 | 01:28 | 01:41 | 01:52 | 03:36 | 00:24 | 00:17 |
 | Javelin | 9 | 19.15% | 60.9 | 44.44% | +7.60% | +55.56% | +55.56% | 0.00% | 20:55 | 06:51 | 14:29 | 17:08 | 26:53 | 42:47 | 12:24 | 09:11 |
 | Void Stone | 13 | 27.66% | 59.4 | 38.46% | +0.22% | +28.21% | -5.13% | -2.67% | 22:52 | 12:26 | 14:04 | 25:37 | 26:34 | 32:05 | 12:30 | 09:15 |
 | Eul's Scepter of Divinity | 6 | 12.77% | 57.8 | 50.00% | +13.41% | 0.00% | -50.00% | -6.48% | 22:09 | 14:26 | 18:26 | 18:53 | 26:09 | 32:51 | 07:43 | 05:42 |
 | Aghanim's Scepter | 3 | 6.38% | 56.3 | 66.67% | +30.31% | -66.67% | 0.00% | 0.00% | 31:53 | 25:02 | 25:02 | 31:54 | 38:42 | 38:42 | 13:40 | 10:07 |
 | Black King Bar | 11 | 23.40% | 54.7 | 36.36% | -2.53% | -3.03% | +30.31% | 4.79% | 25:05 | 17:43 | 20:59 | 23:14 | 27:57 | 36:41 | 06:58 | 05:09 |
 | Boots of Travel | 12 | 25.53% | 53.1 | 33.33% | -6.67% | 0.00% | 0.00% | 0.00% | 32:21 | 19:00 | 22:11 | 35:03 | 37:36 | 43:54 | 15:25 | 11:25 |
 | Maelstrom | 8 | 17.02% | 51.6 | 37.50% | -0.96% | +62.50% | +12.50% | -17.34% | 19:41 | 11:30 | 16:38 | 17:50 | 19:31 | 29:02 | 02:53 | 02:08 |
 | Gleipnir | 8 | 17.02% | 50.0 | 37.50% | -0.96% | +12.50% | +12.50% | 0.00% | 21:59 | 17:20 | 17:50 | 19:26 | 24:39 | 30:01 | 06:49 | 05:02 |
 | Medallion of Courage | 4 | 8.51% | 48.4 | 50.00% | +12.79% | -50.00% | +50.00% | 0.00% | 24:16 | 15:12 | 15:12 | 15:51 | 23:35 | 42:25 | 08:23 | 06:12 |
 | Shadow Blade | 4 | 8.51% | 46.9 | 50.00% | +12.79% | +50.00% | +50.00% | 0.00% | 36:27 | 25:15 | 25:15 | 34:36 | 38:51 | 47:07 | 13:36 | 10:04 |
 | Silver Edge | 4 | 8.51% | 45.3 | 50.00% | +12.79% | +50.00% | +50.00% | 0.00% | 40:32 | 29:36 | 29:36 | 34:38 | 41:07 | 56:45 | 11:31 | 08:31 |
 | Blight Stone | 4 | 8.51% | 43.8 | 50.00% | +12.79% | -50.00% | +50.00% | 0.00% | 23:51 | 14:31 | 14:31 | 15:12 | 23:35 | 42:04 | 09:04 | 06:42 |
 | Tranquil Boots | 9 | 19.15% | 42.2 | 33.33% | -6.14% | +16.67% | +66.67% | 4.27% | 16:45 | 08:59 | 10:17 | 14:08 | 22:00 | 28:16 | 11:43 | 08:40 |
 | Sange | 1 | 2.13% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.13% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.13% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.13% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.13% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.13% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.13% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 |
 | Ring of Health | 10 | 21.28% | 29.7 | 30.00% | -10.54% | -30.00% | +20.00% | 6.25% | 25:12 | 17:12 | 21:00 | 25:50 | 29:00 | 32:07 | 08:00 | 05:55 |
 | Dragon Lance | 5 | 10.64% | 28.1 | 40.00% | +1.90% | +60.00% | -40.00% | 0.00% | 27:44 | 19:44 | 19:44 | 25:13 | 26:17 | 46:39 | 06:33 | 04:51 |
 | Power Treads | 5 | 10.64% | 26.6 | 40.00% | +1.90% | +60.00% | -40.00% | 0.00% | 10:08 | 05:50 | 05:50 | 06:38 | 07:39 | 24:12 | 01:49 | 01:20 |
 | Lotus Orb | 7 | 14.89% | 25.0 | 28.57% | -11.43% | +21.43% | +21.43% | 0.00% | 31:08 | 25:57 | 26:08 | 29:10 | 32:21 | 41:59 | 06:13 | 04:36 |
 | Spirit Vessel | 2 | 4.26% | 23.4 | 50.00% | +12.22% | -50.00% | 0.00% | 0.00% | 17:17 | 15:19 | 15:19 | 19:14 | 19:14 | 19:14 | 03:55 | 02:54 |
 | Drum of Endurance | 2 | 4.26% | 21.9 | 50.00% | +12.22% | -50.00% | 0.00% | 0.00% | 14:56 | 14:23 | 14:23 | 15:29 | 15:29 | 15:29 | 01:06 | 00:48 |
 | Boots of Bearing | 2 | 4.26% | 20.3 | 50.00% | +12.22% | +50.00% | 0.00% | 0.00% | 32:59 | 29:38 | 29:38 | 36:19 | 36:19 | 36:19 | 06:41 | 04:57 |
 | Urn of Shadows | 2 | 4.26% | 18.8 | 50.00% | +12.22% | -50.00% | 0.00% | 0.00% | 09:33 | 08:22 | 08:22 | 10:44 | 10:44 | 10:44 | 02:22 | 01:45 |
 | Hand of Midas | 2 | 4.26% | 17.2 | 50.00% | +12.22% | -50.00% | 0.00% | 0.00% | 15:03 | 09:14 | 09:14 | 20:52 | 20:52 | 20:52 | 11:38 | 08:37 |
 | Aeon Disk | 2 | 4.26% | 15.6 | 50.00% | +12.22% | +50.00% | 0.00% | 0.00% | 47:02 | 43:40 | 43:40 | 50:23 | 50:23 | 50:23 | 06:43 | 04:58 |
 | Aghanim's Shard | 10 | 21.28% | 14.1 | 20.00% | -23.24% | +13.33% | -20.00% | -3.50% | 23:46 | 15:54 | 19:04 | 21:07 | 28:36 | 39:10 | 09:32 | 07:03 |
 | Hurricane Pike | 3 | 6.38% | 12.5 | 33.33% | -5.31% | +66.67% | 0.00% | 0.00% | 25:00 | 20:04 | 20:04 | 25:23 | 29:32 | 29:32 | 09:28 | 07:00 |
 | Glimmer Cape | 3 | 6.38% | 10.9 | 33.33% | -5.31% | -33.33% | 0.00% | 0.00% | 25:31 | 18:50 | 18:50 | 26:32 | 31:11 | 31:11 | 12:21 | 09:08 |
 | Scythe of Vyse | 3 | 6.38% | 9.4 | 33.33% | -5.31% | -33.33% | 0.00% | 0.00% | 40:40 | 31:27 | 31:27 | 43:20 | 47:12 | 47:12 | 15:45 | 11:40 |
 | Solar Crest | 3 | 6.38% | 7.8 | 33.33% | -5.31% | -33.33% | 0.00% | 0.00% | 27:24 | 17:39 | 17:39 | 17:48 | 46:46 | 46:46 | 29:07 | 21:34 |
 | Pipe of Insight | 4 | 8.51% | 6.3 | 25.00% | -14.53% | -25.00% | +75.00% | 0.00% | 25:06 | 20:24 | 20:24 | 21:38 | 22:44 | 35:36 | 02:20 | 01:43 |
 | Ghost Scepter | 4 | 8.51% | 4.7 | 0.00% | -41.86% | 0.00% | 0.00% | 0.00% | 31:00 | 26:24 | 26:24 | 30:46 | 32:46 | 34:04 | 06:22 | 04:42 |
 | Dagon | 1 | 2.13% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Pavise | 1 | 2.13% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 00:00 | 00:00 |