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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 | |
 | Force Staff | 6 | 18.18% | 100.0 | 66.67% | +40.74% | -16.67% | -66.67% | 0.00% | 23:06 | 18:54 | 19:39 | 20:05 | 25:32 | 31:29 | 05:53 | 04:21 |
 | Fluffy Hat | 6 | 18.18% | 97.7 | 66.67% | +40.74% | -16.67% | -66.67% | 0.00% | 22:05 | 14:50 | 19:04 | 19:39 | 24:31 | 31:29 | 05:27 | 04:02 |
 | Hurricane Pike | 4 | 12.12% | 95.5 | 75.00% | +47.41% | +25.00% | +25.00% | 0.00% | 31:22 | 20:43 | 20:43 | 29:11 | 31:46 | 43:48 | 11:03 | 08:11 |
 | Dragon Lance | 4 | 12.12% | 93.2 | 75.00% | +47.41% | +25.00% | +25.00% | 0.00% | 28:45 | 17:36 | 17:36 | 25:53 | 28:46 | 42:43 | 11:10 | 08:16 |
 | Magic Wand | 22 | 66.67% | 90.9 | 40.91% | +22.73% | -7.58% | +19.09% | 3.49% | 10:00 | -01:29 | 06:51 | 09:32 | 14:30 | 23:12 | 07:39 | 05:40 |
 | Octarine Core | 2 | 6.06% | 88.6 | 100.00% | +70.97% | 0.00% | 0.00% | 0.00% | 43:30 | 38:26 | 38:26 | 48:34 | 48:34 | 48:34 | 10:08 | 07:30 |
 | Aether Lens | 2 | 6.06% | 86.4 | 100.00% | +70.97% | 0.00% | 0.00% | 0.00% | 43:25 | 38:18 | 38:18 | 48:32 | 48:32 | 48:32 | 10:14 | 07:34 |
 | Magic Stick | 28 | 84.85% | 84.1 | 35.71% | +15.71% | -21.42% | +7.15% | 3.89% | 05:34 | -01:29 | 01:36 | 02:52 | 08:57 | 16:37 | 07:21 | 05:26 |
 | Boots of Speed | 33 | 100.00% | 81.8 | 33.33% | +33.33% | +16.67% | +4.17% | -3.06% | 06:58 | -01:29 | 05:04 | 07:46 | 09:09 | 10:44 | 04:05 | 03:01 |
 | Blink Dagger | 23 | 69.70% | 79.5 | 34.78% | +4.78% | -1.45% | -1.45% | 0.00% | 26:34 | 16:21 | 21:51 | 23:50 | 28:42 | 49:06 | 06:51 | 05:04 |
 | Witch Blade | 8 | 24.24% | 77.3 | 50.00% | +22.00% | 0.00% | 0.00% | 0.00% | 14:42 | 10:21 | 12:10 | 13:39 | 15:23 | 22:17 | 03:13 | 02:22 |
 | Void Stone | 24 | 72.73% | 75.0 | 33.33% | 0.00% | +16.67% | 0.00% | -1.13% | 13:53 | 04:36 | 05:56 | 07:39 | 20:39 | 37:25 | 14:43 | 10:54 |
 | Scythe of Vyse | 12 | 36.36% | 72.7 | 41.67% | +13.10% | +25.00% | -41.67% | -14.04% | 36:39 | 30:09 | 32:47 | 34:39 | 37:32 | 51:24 | 04:45 | 03:31 |
 | Wind Lace | 9 | 27.27% | 70.5 | 44.44% | +15.27% | +5.56% | -44.44% | -9.17% | 10:51 | 07:21 | 08:03 | 10:29 | 13:30 | 14:33 | 05:27 | 04:02 |
 | Chainmail | 9 | 27.27% | 68.2 | 44.44% | +15.27% | +5.56% | +5.56% | 0.00% | 14:00 | 06:37 | 09:16 | 12:53 | 14:37 | 23:07 | 05:21 | 03:57 |
 | Black King Bar | 22 | 66.67% | 65.9 | 31.82% | -4.54% | +18.18% | +28.18% | 1.45% | 23:39 | 17:51 | 19:17 | 23:24 | 26:10 | 31:13 | 06:53 | 05:05 |
 | Aghanim's Shard | 18 | 54.55% | 63.6 | 33.33% | 0.00% | -13.33% | +16.67% | 4.38% | 31:59 | 21:57 | 28:36 | 32:52 | 35:27 | 41:40 | 06:51 | 05:04 |
 | Drum of Endurance | 6 | 18.18% | 61.4 | 50.00% | +20.37% | 0.00% | -50.00% | 0.00% | 12:34 | 08:49 | 09:56 | 10:44 | 15:42 | 16:58 | 05:46 | 04:16 |
 | Boots of Travel | 20 | 60.61% | 59.1 | 30.00% | -8.46% | -10.00% | -10.00% | 0.00% | 35:34 | 19:37 | 26:15 | 36:19 | 42:03 | 47:39 | 15:48 | 11:42 |
 | Ring of Health | 21 | 63.64% | 56.8 | 28.57% | -13.10% | +31.43% | -8.57% | -14.72% | 11:06 | 02:14 | 03:06 | 03:38 | 05:49 | 37:24 | 02:43 | 02:00 |
 | Crown | 16 | 48.48% | 54.5 | 31.25% | -4.04% | -6.25% | +18.75% | 9.49% | 01:22 | -01:29 | -01:29 | -01:29 | 04:07 | 06:18 | 05:36 | 04:08 |
 | Meteor Hammer | 16 | 48.48% | 52.3 | 31.25% | -4.04% | -6.25% | +18.75% | 16.13% | 07:26 | 05:49 | 06:48 | 07:00 | 08:21 | 09:00 | 01:33 | 01:08 |
 | Null Talisman | 7 | 21.21% | 50.0 | 42.86% | +12.09% | -42.86% | +7.14% | 28.85% | 03:56 | 01:47 | 01:51 | 02:16 | 03:35 | 08:02 | 01:44 | 01:17 |
 | Spirit Vessel | 7 | 21.21% | 47.7 | 42.86% | +12.09% | -42.86% | +7.14% | 50.00% | 16:23 | 12:58 | 15:21 | 15:54 | 16:21 | 21:11 | 01:00 | 00:44 |
 | Hand of Midas | 18 | 54.55% | 45.5 | 27.78% | -12.22% | +12.22% | +22.22% | 1.40% | 11:25 | 06:46 | 07:51 | 09:34 | 15:01 | 17:02 | 07:10 | 05:18 |
 | Urn of Shadows | 10 | 30.30% | 43.2 | 30.00% | -4.78% | +3.33% | +20.00% | 5.13% | 10:04 | 04:28 | 08:42 | 10:27 | 11:57 | 13:27 | 03:15 | 02:24 |
 | Ring of Protection | 10 | 30.30% | 40.9 | 30.00% | -4.78% | +3.33% | -30.00% | -8.40% | 09:08 | 01:09 | 07:58 | 10:26 | 11:56 | 13:04 | 03:58 | 02:56 |
 | Orchid Malevolence | 1 | 3.03% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 |
 | Javelin | 1 | 3.03% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.03% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.03% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:18 | 56:18 | 56:18 | 56:18 | 56:18 | 56:18 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.03% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Mjollnir | 1 | 3.03% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Power Treads | 7 | 21.21% | 25.0 | 28.57% | -6.05% | +21.43% | -28.57% | -50.00% | 05:45 | 04:32 | 05:02 | 05:30 | 05:37 | 07:29 | 00:35 | 00:25 |
 | Linken's Sphere | 7 | 21.21% | 22.7 | 28.57% | -6.05% | -28.57% | +21.43% | 6.83% | 39:57 | 29:15 | 32:33 | 37:28 | 39:52 | 57:19 | 07:19 | 05:25 |
 | Boots of Travel 2 | 2 | 6.06% | 20.5 | 50.00% | +17.74% | +50.00% | 0.00% | 0.00% | 57:27 | 56:18 | 56:18 | 58:36 | 58:36 | 58:36 | 02:18 | 01:42 |
 | Shiva's Guard | 2 | 6.06% | 18.2 | 0.00% | -35.48% | 0.00% | 0.00% | 0.00% | 38:16 | 32:52 | 32:52 | 43:40 | 43:40 | 43:40 | 10:48 | 08:00 |
 | Blight Stone | 1 | 3.03% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.03% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.03% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.03% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.03% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 00:00 | 00:00 |
 | Wraith Band | 1 | 3.03% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:44 | 03:44 | 03:44 | 03:44 | 03:44 | 03:44 | 00:00 | 00:00 |
 | Cornucopia | 1 | 3.03% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |