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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 | |
 | Blink Dagger | 46 | 27.06% | 100.0 | 80.43% | +29.62% | +11.24% | -16.79% | -1.53% | 33:26 | 16:44 | 24:09 | 29:03 | 42:31 | 1:02:12 | 18:22 | 13:36 |
 | Wind Lace | 117 | 68.82% | 97.6 | 64.10% | +16.93% | -2.03% | -8.93% | -1.24% | 10:37 | -01:29 | 07:17 | 10:26 | 12:52 | 37:41 | 05:35 | 04:08 |
 | Tranquil Boots | 82 | 48.24% | 95.1 | 64.63% | +11.22% | +2.04% | +0.37% | -0.35% | 14:21 | 05:54 | 10:43 | 12:34 | 15:26 | 39:46 | 04:43 | 03:29 |
 | Magic Wand | 148 | 87.06% | 92.7 | 61.49% | +20.58% | -4.73% | -10.14% | -0.97% | 09:28 | 00:54 | 06:12 | 09:06 | 11:45 | 42:22 | 05:33 | 04:06 |
 | Fluffy Hat | 88 | 51.76% | 90.2 | 63.64% | +9.98% | 0.00% | +4.54% | 0.57% | 18:41 | 01:55 | 13:14 | 17:10 | 21:09 | 44:22 | 07:55 | 05:51 |
 | Ghost Scepter | 21 | 12.35% | 87.8 | 76.19% | +19.81% | +23.81% | +3.81% | -1.88% | 31:53 | 15:01 | 25:18 | 32:52 | 35:57 | 52:07 | 10:39 | 07:53 |
 | Aghanim's Scepter | 55 | 32.35% | 85.4 | 65.45% | +9.80% | +5.98% | -8.31% | -1.43% | 39:00 | 26:52 | 33:05 | 37:32 | 43:03 | 57:26 | 09:58 | 07:22 |
 | Boots of Speed | 170 | 100.00% | 82.9 | 58.82% | +58.82% | +1.65% | -8.82% | -2.61% | 06:28 | -01:29 | 04:43 | 06:39 | 08:44 | 12:45 | 04:01 | 02:58 |
 | Magic Stick | 164 | 96.47% | 80.5 | 58.54% | -8.13% | +4.87% | -2.44% | -1.17% | 04:03 | -01:30 | -01:29 | 03:07 | 07:43 | 18:59 | 09:12 | 06:48 |
 | Force Staff | 63 | 37.06% | 78.0 | 63.49% | +7.42% | +11.51% | -7.24% | -1.92% | 28:10 | 14:38 | 22:03 | 27:35 | 31:48 | 49:03 | 09:45 | 07:13 |
 | Arcane Boots | 57 | 33.53% | 75.6 | 63.16% | +6.52% | +8.27% | -6.02% | -4.06% | 14:00 | 06:21 | 11:43 | 13:03 | 15:14 | 32:34 | 03:31 | 02:36 |
 | Drum of Endurance | 41 | 24.12% | 73.2 | 58.54% | -0.37% | -8.54% | +11.46% | 3.86% | 21:40 | 13:32 | 17:34 | 20:14 | 22:45 | 34:17 | 05:11 | 03:50 |
 | Boots of Bearing | 20 | 11.76% | 70.7 | 65.00% | +7.00% | -5.00% | -25.00% | -2.25% | 29:53 | 19:25 | 24:33 | 27:47 | 33:26 | 46:34 | 08:53 | 06:34 |
 | Wraith Band | 6 | 3.53% | 68.3 | 83.33% | +25.40% | +16.67% | -83.33% | -7.03% | 19:22 | 10:27 | 13:30 | 16:19 | 27:44 | 29:21 | 14:14 | 10:32 |
 | Glimmer Cape | 30 | 17.65% | 65.9 | 50.00% | -10.71% | +25.00% | -21.43% | -5.12% | 26:41 | 18:27 | 21:16 | 23:17 | 30:20 | 55:22 | 09:04 | 06:42 |
 | Aeon Disk | 3 | 1.76% | 63.4 | 100.00% | +41.92% | 0.00% | 0.00% | 0.00% | 49:41 | 46:05 | 46:05 | 47:31 | 55:27 | 55:27 | 09:22 | 06:56 |
 | Void Stone | 8 | 4.71% | 61.0 | 62.50% | +3.86% | -12.50% | -12.50% | 0.00% | 23:23 | 09:33 | 14:19 | 18:08 | 29:33 | 40:29 | 15:14 | 11:17 |
 | Eul's Scepter of Divinity | 4 | 2.35% | 58.5 | 75.00% | +16.57% | -75.00% | +25.00% | 0.00% | 20:55 | 18:31 | 18:31 | 20:09 | 22:24 | 22:35 | 03:53 | 02:52 |
 | Aghanim's Shard | 2 | 1.18% | 56.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 28:40 | 21:12 | 21:12 | 36:07 | 36:07 | 36:07 | 14:55 | 11:02 |
 | Null Talisman | 2 | 1.18% | 53.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 20:04 | 13:32 | 13:32 | 26:36 | 26:36 | 26:36 | 13:04 | 09:40 |
 | Boots of Travel | 2 | 1.18% | 51.2 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 50:13 | 45:14 | 45:14 | 55:12 | 55:12 | 55:12 | 09:58 | 07:22 |
 | Quelling Blade | 10 | 5.88% | 48.8 | 40.00% | -20.00% | -40.00% | +10.00% | 3.94% | 10:25 | -01:29 | -01:28 | 07:03 | 14:10 | 38:36 | 15:38 | 11:34 |
 | Bracer | 3 | 1.76% | 46.3 | 66.67% | +7.99% | +33.33% | 0.00% | 0.00% | 19:23 | 13:22 | 13:22 | 21:49 | 22:59 | 22:59 | 09:37 | 07:07 |
 | Aether Lens | 3 | 1.76% | 43.9 | 66.67% | +7.99% | +33.33% | 0.00% | 0.00% | 28:38 | 19:25 | 19:25 | 30:26 | 36:03 | 36:03 | 16:38 | 12:19 |
 | Blight Stone | 7 | 4.12% | 41.5 | 42.86% | -16.65% | +7.14% | +7.14% | 0.00% | 13:24 | -01:29 | -01:29 | -01:26 | 16:56 | 51:59 | 18:25 | 13:38 |
 | Hood of Defiance | 1 | 0.59% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Desolator | 1 | 0.59% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 1.76% | 34.1 | 0.00% | -59.88% | 0.00% | 0.00% | 0.00% | 21:26 | 16:05 | 16:05 | 17:28 | 30:46 | 30:46 | 14:41 | 10:52 |
 | Ring of Basilius | 2 | 1.18% | 31.7 | 0.00% | -59.52% | 0.00% | 0.00% | 0.00% | 11:22 | 11:10 | 11:10 | 11:33 | 11:33 | 11:33 | 00:23 | 00:17 |
 | Crown | 4 | 2.35% | 29.3 | 0.00% | -60.24% | 0.00% | 0.00% | 0.00% | 17:53 | 11:10 | 11:10 | 16:36 | 21:13 | 22:33 | 10:03 | 07:26 |
 | Mekansm | 1 | 0.59% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Buckler | 1 | 0.59% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 1.18% | 22.0 | 0.00% | -59.52% | 0.00% | 0.00% | 0.00% | 09:20 | 02:03 | 02:03 | 16:36 | 16:36 | 16:36 | 14:33 | 10:46 |
 | Lotus Orb | 1 | 0.59% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.59% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Solar Crest | 2 | 1.18% | 14.6 | 0.00% | -59.52% | 0.00% | 0.00% | 0.00% | 24:34 | 22:12 | 22:12 | 26:55 | 26:55 | 26:55 | 04:43 | 03:29 |
 | Headdress | 1 | 0.59% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.59% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.59% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 00:00 | 00:00 |
 | Chainmail | 4 | 2.35% | 4.9 | 0.00% | -60.24% | 0.00% | 0.00% | 0.00% | 18:06 | 11:07 | 11:07 | 14:25 | 16:05 | 30:46 | 04:58 | 03:40 |
 | Veil of Discord | 2 | 1.18% | 2.4 | 0.00% | -59.52% | 0.00% | 0.00% | 0.00% | 17:40 | 15:03 | 15:03 | 20:17 | 20:17 | 20:17 | 05:14 | 03:52 |