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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 | |
 | Eul's Scepter of Divinity | 40 | 70.18% | 100.0 | 60.00% | +30.59% | +20.00% | -20.00% | -3.17% | 17:44 | 09:16 | 11:02 | 15:05 | 23:39 | 42:24 | 12:37 | 09:20 |
 | Magic Wand | 37 | 64.91% | 97.7 | 56.76% | +16.76% | +9.91% | -1.20% | -2.04% | 09:19 | 02:46 | 05:42 | 07:35 | 11:08 | 24:29 | 05:26 | 04:01 |
 | Void Stone | 50 | 87.72% | 95.3 | 54.00% | +25.43% | +15.23% | -20.67% | -5.13% | 13:59 | 04:17 | 10:18 | 14:11 | 17:18 | 24:27 | 07:00 | 05:11 |
 | Wind Lace | 50 | 87.72% | 93.0 | 54.00% | +25.43% | -7.85% | -12.33% | -0.70% | 10:48 | 03:59 | 06:15 | 08:33 | 12:39 | 29:52 | 06:24 | 04:44 |
 | Boots of Speed | 57 | 100.00% | 90.7 | 50.88% | +50.88% | -0.88% | -15.17% | -6.08% | 04:41 | -01:29 | 03:40 | 04:26 | 06:01 | 09:55 | 02:21 | 01:44 |
 | Black King Bar | 28 | 49.12% | 88.4 | 57.14% | +12.31% | 0.00% | 0.00% | 0.00% | 20:48 | 14:20 | 16:33 | 19:29 | 21:51 | 40:45 | 05:18 | 03:55 |
 | Null Talisman | 33 | 57.89% | 86.0 | 54.55% | +8.72% | -4.55% | +7.95% | 12.50% | 04:41 | 02:40 | 03:14 | 03:28 | 04:14 | 19:24 | 01:00 | 00:44 |
 | Force Staff | 10 | 17.54% | 83.7 | 70.00% | +23.19% | -3.33% | +30.00% | 5.36% | 26:03 | 15:46 | 22:15 | 23:28 | 28:28 | 45:19 | 06:13 | 04:36 |
 | Magic Stick | 41 | 71.93% | 81.4 | 51.22% | +1.22% | -1.22% | -1.22% | 0.00% | 04:21 | -01:29 | 02:04 | 03:19 | 06:19 | 13:58 | 04:15 | 03:08 |
 | Bottle | 32 | 56.14% | 79.1 | 53.13% | +5.13% | +9.37% | -3.13% | -12.50% | 01:44 | 00:57 | 01:20 | 01:47 | 02:03 | 02:36 | 00:43 | 00:31 |
 | Fluffy Hat | 13 | 22.81% | 76.7 | 61.54% | +13.81% | -28.21% | +38.46% | 8.79% | 24:39 | 14:18 | 19:25 | 24:04 | 27:00 | 45:19 | 07:35 | 05:37 |
 | Blink Dagger | 11 | 19.30% | 74.4 | 63.64% | +15.81% | +36.36% | +3.03% | -4.40% | 29:56 | 21:27 | 24:02 | 30:46 | 31:36 | 39:39 | 07:34 | 05:36 |
 | Arcane Boots | 21 | 36.84% | 72.1 | 47.62% | -5.16% | +12.38% | -7.62% | -4.94% | 12:19 | 08:44 | 10:00 | 11:43 | 14:03 | 17:41 | 04:03 | 03:00 |
 | Aether Lens | 27 | 47.37% | 69.8 | 44.44% | -12.23% | +12.70% | -15.87% | -9.02% | 18:58 | 14:04 | 16:24 | 18:28 | 19:34 | 29:03 | 03:10 | 02:20 |
 | Linken's Sphere | 4 | 7.02% | 67.4 | 75.00% | +25.94% | +25.00% | +25.00% | 0.00% | 28:20 | 21:42 | 21:42 | 26:23 | 31:48 | 33:28 | 10:06 | 07:28 |
 | Ghost Scepter | 4 | 7.02% | 65.1 | 75.00% | +25.94% | -75.00% | +25.00% | 0.00% | 26:31 | 16:45 | 16:45 | 23:51 | 32:18 | 33:11 | 15:33 | 11:31 |
 | Dragon Lance | 7 | 12.28% | 62.8 | 57.14% | +7.14% | +42.86% | -7.14% | -15.71% | 21:00 | 17:53 | 18:20 | 21:02 | 21:31 | 25:09 | 03:11 | 02:21 |
 | Aghanim's Scepter | 10 | 17.54% | 60.5 | 50.00% | -1.06% | +16.67% | 0.00% | -1.95% | 34:51 | 29:08 | 31:01 | 33:35 | 39:34 | 39:43 | 08:33 | 06:20 |
 | Crystalys | 10 | 17.54% | 58.1 | 50.00% | -1.06% | +16.67% | -50.00% | -10.93% | 27:21 | 22:24 | 24:16 | 27:16 | 30:22 | 32:26 | 06:06 | 04:31 |
 | Ring of Health | 5 | 8.77% | 55.8 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 30:49 | 21:42 | 21:42 | 31:45 | 33:08 | 41:44 | 11:26 | 08:28 |
 | Hurricane Pike | 5 | 8.77% | 53.5 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 24:16 | 21:46 | 21:46 | 23:49 | 25:21 | 28:16 | 03:35 | 02:39 |
 | Tranquil Boots | 13 | 22.81% | 51.2 | 38.46% | -16.09% | -5.13% | +28.21% | 2.67% | 18:59 | 07:48 | 11:10 | 18:16 | 23:38 | 34:03 | 12:28 | 09:14 |
 | Daedalus | 6 | 10.53% | 48.8 | 50.00% | -0.98% | 0.00% | +50.00% | 5.92% | 35:39 | 29:20 | 30:25 | 35:37 | 38:52 | 41:15 | 08:27 | 06:15 |
 | Eye of Skadi | 3 | 5.26% | 46.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 25:59 | 21:42 | 21:42 | 25:28 | 30:46 | 30:46 | 09:04 | 06:42 |
 | Witch Blade | 3 | 5.26% | 44.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 22:09 | 19:29 | 19:29 | 23:17 | 23:40 | 23:40 | 04:11 | 03:05 |
 | Aghanim's Shard | 7 | 12.28% | 41.9 | 42.86% | -9.14% | +7.14% | +7.14% | 0.00% | 39:31 | 33:56 | 37:39 | 40:41 | 41:04 | 42:41 | 03:25 | 02:31 |
 | Monkey King Bar | 4 | 7.02% | 39.5 | 50.00% | -0.94% | +50.00% | +50.00% | 0.00% | 32:47 | 27:17 | 27:17 | 30:32 | 36:29 | 36:50 | 09:12 | 06:48 |
 | Shiva's Guard | 4 | 7.02% | 37.2 | 50.00% | -0.94% | -50.00% | +50.00% | 0.00% | 27:33 | 21:32 | 21:32 | 26:57 | 30:20 | 31:24 | 08:48 | 06:31 |
 | Javelin | 4 | 7.02% | 34.9 | 50.00% | -0.94% | +50.00% | +50.00% | 0.00% | 30:52 | 26:36 | 26:36 | 26:45 | 33:31 | 36:34 | 06:55 | 05:07 |
 | Chainmail | 4 | 7.02% | 32.6 | 50.00% | -0.94% | -50.00% | +50.00% | 0.00% | 17:46 | 06:29 | 06:29 | 18:04 | 23:13 | 23:16 | 16:44 | 12:23 |
 | Ring of Protection | 1 | 1.75% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.75% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 00:00 | 00:00 |
 | Buckler | 1 | 1.75% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.75% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.75% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Shadow Blade | 6 | 10.53% | 18.6 | 33.33% | -19.61% | +16.67% | -33.33% | -6.58% | 20:33 | 13:56 | 16:14 | 20:38 | 23:50 | 24:52 | 07:36 | 05:37 |
 | Aeon Disk | 2 | 3.51% | 16.3 | 50.00% | -0.91% | +50.00% | 0.00% | 0.00% | 29:41 | 28:53 | 28:53 | 30:29 | 30:29 | 30:29 | 01:36 | 01:11 |
 | Morbid Mask | 2 | 3.51% | 14.0 | 50.00% | -0.91% | -50.00% | 0.00% | 0.00% | 27:33 | 23:38 | 23:38 | 31:27 | 31:27 | 31:27 | 07:49 | 05:47 |
 | Ring of Basilius | 5 | 8.77% | 11.6 | 20.00% | -33.85% | -20.00% | -20.00% | 0.00% | 04:25 | 02:11 | 02:11 | 03:19 | 03:21 | 10:06 | 01:10 | 00:51 |
 | Satanic | 1 | 1.75% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.75% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.75% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.75% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 00:00 | 00:00 |