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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 | |
 | Daedalus | 8 | 17.39% | 100.0 | 87.50% | +40.13% | +12.50% | -37.50% | -2.78% | 44:22 | 30:20 | 35:34 | 39:05 | 53:34 | 59:17 | 18:00 | 13:20 |
 | Black King Bar | 31 | 67.39% | 97.6 | 64.52% | +31.19% | +10.48% | -14.52% | -4.85% | 27:04 | 18:48 | 23:26 | 25:53 | 28:35 | 48:50 | 05:09 | 03:48 |
 | Silver Edge | 4 | 8.70% | 95.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:33 | 31:19 | 31:19 | 33:21 | 36:10 | 41:20 | 04:51 | 03:35 |
 | Eul's Scepter of Divinity | 44 | 95.65% | 92.9 | 56.82% | +56.82% | +15.91% | -20.46% | -11.49% | 15:08 | 10:24 | 13:28 | 14:42 | 16:38 | 22:06 | 03:10 | 02:20 |
 | Bottle | 38 | 82.61% | 90.5 | 57.89% | +20.39% | +12.11% | -13.45% | -18.04% | 04:54 | 02:39 | 03:48 | 04:04 | 05:13 | 12:48 | 01:25 | 01:02 |
 | Wind Lace | 45 | 97.83% | 88.1 | 55.56% | +55.56% | +26.26% | -10.11% | -7.55% | 12:17 | 05:39 | 10:09 | 12:22 | 14:58 | 18:29 | 04:49 | 03:34 |
 | Void Stone | 45 | 97.83% | 85.7 | 55.56% | +55.56% | -10.11% | -1.01% | 2.42% | 12:25 | 07:04 | 10:36 | 12:02 | 14:22 | 17:34 | 03:46 | 02:47 |
 | Boots of Speed | 46 | 100.00% | 83.3 | 54.35% | +54.35% | -4.35% | +0.20% | 2.63% | 06:06 | 02:59 | 05:13 | 06:11 | 06:57 | 09:02 | 01:44 | 01:17 |
 | Shadow Blade | 30 | 65.22% | 81.0 | 56.67% | +6.67% | +5.83% | +14.76% | 1.39% | 21:03 | 12:08 | 17:21 | 19:21 | 23:46 | 35:33 | 06:25 | 04:45 |
 | Null Talisman | 44 | 95.65% | 78.6 | 52.27% | -47.73% | +20.46% | -34.09% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Phase Boots | 39 | 84.78% | 76.2 | 48.72% | -36.99% | +1.28% | -8.72% | -5.22% | 09:49 | 05:32 | 08:15 | 09:08 | 10:10 | 20:30 | 01:55 | 01:25 |
 | Magic Stick | 22 | 47.83% | 73.8 | 54.55% | +0.38% | +12.12% | -34.55% | -15.30% | 06:05 | 00:54 | 04:33 | 05:18 | 07:36 | 15:14 | 03:03 | 02:15 |
 | Magic Wand | 22 | 47.83% | 71.4 | 54.55% | +0.38% | +12.12% | -14.55% | -6.25% | 07:06 | 00:54 | 04:57 | 07:00 | 09:13 | 15:15 | 04:16 | 03:09 |
 | Bloodstone | 3 | 6.52% | 69.0 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 24:18 | 23:42 | 23:42 | 24:13 | 24:59 | 24:59 | 01:17 | 00:57 |
 | Aghanim's Scepter | 3 | 6.52% | 66.7 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 30:47 | 23:25 | 23:25 | 26:40 | 42:16 | 42:16 | 18:51 | 13:57 |
 | Arcane Boots | 3 | 6.52% | 64.3 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 21:09 | 07:13 | 07:13 | 12:52 | 43:21 | 43:21 | 36:08 | 26:45 |
 | Crystalys | 13 | 28.26% | 61.9 | 61.54% | +10.02% | -28.21% | +5.13% | 2.42% | 39:51 | 29:47 | 32:40 | 36:18 | 46:25 | 55:32 | 13:45 | 10:11 |
 | Ring of Health | 14 | 30.43% | 59.5 | 57.14% | +4.01% | +17.86% | +9.53% | -1.14% | 23:50 | 16:41 | 19:02 | 23:53 | 26:19 | 32:35 | 07:17 | 05:23 |
 | Shiva's Guard | 8 | 17.39% | 57.1 | 62.50% | +9.87% | +37.50% | -62.50% | -15.87% | 33:58 | 26:13 | 30:54 | 31:41 | 37:12 | 41:17 | 06:18 | 04:40 |
 | Javelin | 6 | 13.04% | 54.8 | 66.67% | +14.17% | +33.33% | +33.33% | 0.00% | 33:40 | 26:57 | 27:18 | 28:59 | 33:59 | 54:59 | 06:41 | 04:57 |
 | Linken's Sphere | 9 | 19.57% | 52.4 | 55.56% | +1.51% | -5.56% | +44.44% | 5.19% | 28:13 | 23:27 | 23:32 | 26:44 | 33:10 | 33:36 | 09:38 | 07:08 |
 | Monkey King Bar | 4 | 8.70% | 50.0 | 75.00% | +22.62% | +25.00% | +25.00% | 0.00% | 36:29 | 27:20 | 27:20 | 29:57 | 33:41 | 54:59 | 06:21 | 04:42 |
 | Aether Lens | 2 | 4.35% | 47.6 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 31:08 | 29:41 | 29:41 | 32:34 | 32:34 | 32:34 | 02:53 | 02:08 |
 | Force Staff | 10 | 21.74% | 45.2 | 40.00% | -18.33% | -40.00% | +60.00% | 5.08% | 30:30 | 14:00 | 20:09 | 30:48 | 39:50 | 45:41 | 19:41 | 14:34 |
 | Maelstrom | 3 | 6.52% | 42.9 | 66.67% | +13.18% | +33.33% | 0.00% | 0.00% | 30:05 | 27:18 | 27:18 | 28:59 | 33:59 | 33:59 | 06:41 | 04:57 |
 | Aeon Disk | 3 | 6.52% | 40.5 | 66.67% | +13.18% | +33.33% | 0.00% | 0.00% | 52:42 | 43:39 | 43:39 | 48:27 | 1:05:59 | 1:05:59 | 22:20 | 16:32 |
 | Wraith Band | 8 | 17.39% | 38.1 | 37.50% | -20.39% | -37.50% | +62.50% | 3.75% | 22:40 | 03:10 | 10:04 | 16:42 | 36:44 | 40:57 | 26:40 | 19:45 |
 | Boots of Travel 2 | 1 | 2.17% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:10 | 57:10 | 57:10 | 57:10 | 57:10 | 57:10 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.17% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.17% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.17% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.17% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.17% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.17% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 00:00 | 00:00 |
 | Hurricane Pike | 5 | 10.87% | 16.7 | 40.00% | -16.10% | -40.00% | +60.00% | 5.02% | 32:42 | 20:58 | 20:58 | 36:45 | 40:53 | 41:32 | 19:55 | 14:45 |
 | Dragon Lance | 7 | 15.22% | 14.3 | 28.57% | -30.40% | -28.57% | +21.43% | 7.89% | 28:51 | 20:58 | 22:50 | 27:50 | 29:10 | 40:48 | 06:20 | 04:41 |
 | Satanic | 2 | 4.35% | 11.9 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 54:14 | 41:03 | 41:03 | 1:07:24 | 1:07:24 | 1:07:24 | 26:21 | 19:31 |
 | Morbid Mask | 2 | 4.35% | 9.5 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 53:54 | 40:25 | 40:25 | 1:07:23 | 1:07:23 | 1:07:23 | 26:58 | 19:58 |
 | Ring of Aquila | 3 | 6.52% | 7.1 | 33.33% | -22.48% | -33.33% | 0.00% | 0.00% | 09:30 | 05:02 | 05:02 | 11:36 | 11:51 | 11:51 | 06:49 | 05:02 |
 | Ring of Basilius | 3 | 6.52% | 4.8 | 33.33% | -22.48% | -33.33% | 0.00% | 0.00% | 09:24 | 05:02 | 05:02 | 11:19 | 11:51 | 11:51 | 06:49 | 05:02 |
 | Ring of Protection | 3 | 6.52% | 2.4 | 33.33% | -22.48% | -33.33% | 0.00% | 0.00% | 08:58 | 03:43 | 03:43 | 11:19 | 11:51 | 11:51 | 08:08 | 06:01 |