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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 | |
 | Ring of Basilius | 7 | 21.88% | 100.0 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 15:23 | 04:03 | 06:08 | 10:35 | 14:00 | 44:39 | 07:52 | 05:49 |
 | Wind Lace | 22 | 68.75% | 97.3 | 77.27% | +57.27% | +6.06% | +2.73% | -1.09% | 03:49 | -01:29 | 02:39 | 05:05 | 05:42 | 07:03 | 03:03 | 02:15 |
 | Tranquil Boots | 22 | 68.75% | 94.6 | 77.27% | +57.27% | -10.60% | +22.73% | 9.57% | 06:37 | 02:25 | 04:50 | 06:22 | 08:19 | 10:48 | 03:29 | 02:34 |
 | Blink Dagger | 29 | 90.63% | 91.9 | 65.52% | +65.52% | -8.38% | -8.38% | 0.00% | 19:52 | 12:58 | 16:55 | 19:14 | 21:30 | 30:51 | 04:35 | 03:23 |
 | Force Staff | 4 | 12.50% | 89.2 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 34:12 | 28:36 | 28:36 | 29:09 | 34:18 | 44:43 | 05:42 | 04:13 |
 | Magic Wand | 23 | 71.88% | 86.5 | 65.22% | +20.78% | -15.22% | +1.45% | 1.31% | 11:15 | 03:07 | 05:05 | 09:05 | 17:50 | 24:18 | 12:45 | 09:26 |
 | Boots of Speed | 32 | 100.00% | 83.8 | 59.38% | +59.38% | +15.62% | -21.88% | -11.36% | 01:50 | -01:29 | -01:29 | -01:28 | 04:47 | 09:31 | 06:16 | 04:38 |
 | Magic Stick | 31 | 96.88% | 81.1 | 58.06% | -41.94% | +4.44% | -20.56% | -8.72% | 02:38 | -01:29 | -01:28 | 02:27 | 04:20 | 09:27 | 05:48 | 04:17 |
 | Fluffy Hat | 6 | 18.75% | 78.4 | 83.33% | +29.48% | -33.33% | +16.67% | 3.99% | 30:13 | 13:35 | 24:44 | 27:13 | 37:16 | 44:43 | 12:32 | 09:17 |
 | Buckler | 3 | 9.38% | 75.7 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 31:16 | 23:45 | 23:45 | 25:25 | 44:38 | 44:38 | 20:53 | 15:28 |
 | Shadow Blade | 3 | 9.38% | 73.0 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 32:14 | 29:49 | 29:49 | 31:47 | 35:05 | 35:05 | 05:16 | 03:54 |
 | Eul's Scepter of Divinity | 3 | 9.38% | 70.3 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 35:01 | 26:21 | 26:21 | 37:42 | 40:59 | 40:59 | 14:38 | 10:50 |
 | Ring of Protection | 9 | 28.13% | 67.6 | 66.67% | +10.15% | -16.67% | +33.33% | 2.76% | 15:08 | 05:37 | 05:40 | 08:56 | 23:45 | 44:38 | 18:05 | 13:23 |
 | Void Stone | 5 | 15.63% | 64.9 | 80.00% | +24.44% | +20.00% | -80.00% | -5.41% | 34:57 | 22:14 | 22:14 | 37:29 | 40:43 | 41:44 | 18:29 | 13:41 |
 | Morbid Mask | 2 | 6.25% | 62.2 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 30:58 | 29:49 | 29:49 | 32:07 | 32:07 | 32:07 | 02:18 | 01:42 |
 | Wraith Pact | 2 | 6.25% | 59.5 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 34:18 | 33:26 | 33:26 | 35:09 | 35:09 | 35:09 | 01:43 | 01:16 |
 | Vladmir's Offering | 2 | 6.25% | 56.8 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 31:34 | 31:00 | 31:00 | 32:08 | 32:08 | 32:08 | 01:08 | 00:50 |
 | Bracer | 2 | 6.25% | 54.1 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 13:38 | 12:17 | 12:17 | 14:59 | 14:59 | 14:59 | 02:42 | 02:00 |
 | Aghanim's Scepter | 7 | 21.88% | 51.4 | 57.14% | -2.86% | -7.14% | -7.14% | 0.00% | 30:35 | 21:13 | 26:01 | 31:31 | 33:08 | 38:10 | 07:07 | 05:16 |
 | Soul Ring | 6 | 18.75% | 48.6 | 50.00% | -11.54% | 0.00% | -50.00% | -16.57% | 07:50 | 06:17 | 06:36 | 06:46 | 09:37 | 10:39 | 03:01 | 02:14 |
 | Quelling Blade | 7 | 21.88% | 45.9 | 42.86% | -21.14% | -42.86% | +7.14% | 0.00% | -00:24 | -01:29 | -01:29 | -01:29 | -01:29 | 06:04 | 00:00 | 00:00 |
 | Black King Bar | 4 | 12.50% | 43.2 | 50.00% | -10.71% | +50.00% | -50.00% | -100.00% | 20:53 | 18:51 | 18:51 | 19:40 | 19:48 | 25:11 | 00:57 | 00:42 |
 | Octarine Core | 1 | 3.13% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 00:00 | 00:00 |
 | Wind Waker | 1 | 3.13% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.13% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.13% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Phase Boots | 6 | 18.75% | 29.7 | 33.33% | -32.05% | -33.33% | +66.67% | 100.00% | 08:51 | 06:33 | 08:42 | 09:21 | 09:25 | 09:46 | 00:43 | 00:31 |
 | Bottle | 6 | 18.75% | 27.0 | 33.33% | -32.05% | +16.67% | -33.33% | -50.00% | 01:20 | 00:45 | 01:12 | 01:16 | 01:39 | 01:41 | 00:27 | 00:20 |
 | Chainmail | 6 | 18.75% | 24.3 | 33.33% | -32.05% | -33.33% | +66.67% | 72.29% | 08:03 | 05:13 | 07:35 | 08:35 | 08:58 | 09:05 | 01:23 | 01:01 |
 | Aether Lens | 2 | 6.25% | 21.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 37:05 | 32:25 | 32:25 | 41:45 | 41:45 | 41:45 | 09:20 | 06:54 |
 | Blight Stone | 2 | 6.25% | 18.9 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 27:44 | 27:41 | 27:41 | 27:47 | 27:47 | 27:47 | 00:06 | 00:04 |
 | Desolator | 2 | 6.25% | 16.2 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 28:00 | 27:48 | 27:48 | 28:11 | 28:11 | 28:11 | 00:23 | 00:17 |
 | Ghost Scepter | 2 | 6.25% | 13.5 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 30:31 | 27:04 | 27:04 | 33:57 | 33:57 | 33:57 | 06:53 | 05:05 |
 | Drum of Endurance | 3 | 9.38% | 10.8 | 33.33% | -28.74% | -33.33% | 0.00% | 0.00% | 18:49 | 16:41 | 16:41 | 17:58 | 21:47 | 21:47 | 05:06 | 03:46 |
 | Null Talisman | 1 | 3.13% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:34 | 02:34 | 02:34 | 02:34 | 02:34 | 02:34 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.13% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 3.13% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |