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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 | |
 | Wind Lace | 13 | 16.46% | 100.0 | 84.62% | +39.17% | -17.95% | -17.95% | 0.00% | 13:53 | 09:22 | 10:23 | 13:37 | 16:22 | 19:48 | 05:59 | 04:25 |
 | Eul's Scepter of Divinity | 13 | 16.46% | 97.8 | 84.62% | +39.17% | +15.38% | -17.95% | -9.34% | 16:40 | 14:13 | 14:21 | 16:08 | 17:55 | 22:21 | 03:34 | 02:38 |
 | Void Stone | 23 | 29.11% | 95.6 | 73.91% | +31.05% | +9.42% | -7.24% | -2.10% | 22:57 | 10:43 | 15:28 | 18:35 | 23:25 | 55:03 | 07:57 | 05:53 |
 | Fluffy Hat | 49 | 62.03% | 93.3 | 63.27% | +29.94% | +20.06% | +3.40% | -5.88% | 07:55 | 04:17 | 06:31 | 08:36 | 09:21 | 11:15 | 02:50 | 02:05 |
 | Sange | 16 | 20.25% | 91.1 | 75.00% | +28.97% | 0.00% | -25.00% | -1.82% | 25:02 | 14:03 | 17:54 | 24:15 | 31:36 | 35:34 | 13:42 | 10:08 |
 | Orb of Corrosion | 45 | 56.96% | 88.9 | 62.22% | +23.98% | +28.69% | +28.69% | 0.00% | 08:27 | 04:51 | 06:46 | 09:13 | 09:47 | 12:31 | 03:01 | 02:14 |
 | Orb of Venom | 45 | 56.96% | 86.7 | 62.22% | +23.98% | +19.60% | +1.42% | -5.68% | 07:43 | 03:21 | 06:11 | 08:09 | 09:23 | 11:51 | 03:12 | 02:22 |
 | Kaya | 13 | 16.46% | 84.4 | 76.92% | +29.95% | -10.25% | -10.25% | 0.00% | 26:38 | 17:51 | 21:05 | 28:02 | 30:42 | 32:00 | 09:37 | 07:07 |
 | Ring of Health | 15 | 18.99% | 82.2 | 73.33% | +26.45% | +1.67% | -23.33% | -1.34% | 34:16 | 15:42 | 22:13 | 33:47 | 40:52 | 1:10:15 | 18:39 | 13:48 |
 | Blight Stone | 64 | 81.01% | 80.0 | 56.25% | +22.92% | +25.00% | -25.00% | -13.39% | 04:56 | 02:03 | 02:40 | 03:40 | 06:24 | 26:41 | 03:44 | 02:45 |
 | Kaya and Sange | 12 | 15.19% | 77.8 | 75.00% | +27.24% | -8.33% | -41.67% | 0.00% | 28:04 | 18:20 | 21:23 | 28:20 | 32:08 | 35:34 | 10:45 | 07:57 |
 | Magic Wand | 73 | 92.41% | 75.6 | 54.79% | +38.12% | +6.32% | -10.35% | -4.93% | 07:40 | 03:48 | 05:42 | 07:01 | 09:05 | 14:47 | 03:23 | 02:30 |
 | Magic Stick | 76 | 96.20% | 73.3 | 52.63% | +19.30% | -10.52% | +5.26% | 3.37% | 05:08 | -01:29 | 02:39 | 04:17 | 07:20 | 14:25 | 04:41 | 03:28 |
 | Boots of Speed | 79 | 100.00% | 71.1 | 51.90% | +51.90% | -11.90% | +8.10% | 14.12% | 04:34 | 01:11 | 03:38 | 04:16 | 05:03 | 13:23 | 01:25 | 01:02 |
 | Quelling Blade | 79 | 100.00% | 68.9 | 51.90% | +51.90% | +18.10% | -16.90% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Phase Boots | 53 | 67.09% | 66.7 | 54.72% | +8.57% | +6.82% | +6.82% | 0.00% | 09:09 | 06:10 | 07:11 | 08:07 | 09:24 | 24:28 | 02:13 | 01:38 |
 | Bottle | 78 | 98.73% | 64.4 | 51.28% | -48.72% | -1.28% | -14.44% | -13.16% | 01:41 | 01:12 | 01:30 | 01:36 | 01:44 | 04:52 | 00:14 | 00:10 |
 | Chainmail | 54 | 68.35% | 62.2 | 53.70% | +5.70% | +10.59% | +0.15% | -6.53% | 08:13 | 04:19 | 06:43 | 07:28 | 08:19 | 24:12 | 01:36 | 01:11 |
 | Aghanim's Shard | 30 | 37.97% | 60.0 | 56.67% | +7.69% | +30.83% | +0.47% | -4.90% | 30:39 | 21:55 | 26:35 | 30:14 | 32:47 | 51:49 | 06:12 | 04:35 |
 | Maelstrom | 67 | 84.81% | 57.8 | 49.25% | -17.42% | +3.69% | +9.57% | 1.49% | 15:54 | 09:49 | 13:33 | 14:32 | 17:30 | 28:29 | 03:57 | 02:55 |
 | Javelin | 67 | 84.81% | 55.6 | 49.25% | -17.42% | +3.69% | +15.46% | 3.17% | 12:24 | 06:38 | 09:41 | 11:16 | 13:24 | 25:52 | 03:43 | 02:45 |
 | Refresher Orb | 8 | 10.13% | 53.3 | 75.00% | +25.70% | +25.00% | -25.00% | 0.00% | 46:02 | 35:06 | 35:35 | 41:02 | 47:31 | 1:10:25 | 11:56 | 08:50 |
 | Aghanim's Scepter | 36 | 45.57% | 51.1 | 50.00% | -3.49% | +16.67% | -16.67% | -5.50% | 31:15 | 20:28 | 28:18 | 30:10 | 34:22 | 44:16 | 06:04 | 04:29 |
 | Black King Bar | 51 | 64.56% | 48.9 | 45.10% | -19.19% | +16.44% | -29.72% | -11.30% | 22:21 | 14:54 | 19:40 | 22:10 | 23:45 | 32:52 | 04:05 | 03:01 |
 | Shiva's Guard | 11 | 13.92% | 46.7 | 63.64% | +13.64% | +3.03% | +36.36% | 0.00% | 37:31 | 21:02 | 29:10 | 40:59 | 43:38 | 46:27 | 14:28 | 10:42 |
 | Falcon Blade | 5 | 6.33% | 44.4 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 09:43 | 07:42 | 07:42 | 09:06 | 11:06 | 11:58 | 03:24 | 02:31 |
 | Linken's Sphere | 6 | 7.59% | 42.2 | 66.67% | +15.99% | -16.67% | +33.33% | 0.00% | 31:22 | 21:59 | 22:36 | 22:43 | 24:16 | 1:13:12 | 01:40 | 01:14 |
 | Crown | 3 | 3.80% | 40.0 | 66.67% | +15.35% | +33.33% | 0.00% | 0.00% | 33:12 | 18:40 | 18:40 | 34:01 | 46:56 | 46:56 | 28:16 | 20:56 |
 | Rod of Atos | 3 | 3.80% | 37.8 | 66.67% | +15.35% | +33.33% | 0.00% | 0.00% | 33:13 | 18:40 | 18:40 | 34:01 | 46:57 | 46:57 | 28:17 | 20:57 |
 | Gleipnir | 3 | 3.80% | 35.6 | 66.67% | +15.35% | +33.33% | 0.00% | 0.00% | 34:00 | 20:19 | 20:19 | 34:05 | 47:35 | 47:35 | 27:16 | 20:11 |
 | Aghanim's Blessing | 1 | 1.27% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.27% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.27% | 28.9 | 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 |
 | Wraith Band | 1 | 1.27% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.27% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 2.53% | 22.2 | 50.00% | -1.95% | +50.00% | 0.00% | 0.00% | 24:12 | 20:47 | 20:47 | 27:37 | 27:37 | 27:37 | 06:50 | 05:03 |
 | Ring of Protection | 2 | 2.53% | 20.0 | 50.00% | -1.95% | -50.00% | 0.00% | 0.00% | 04:02 | -01:28 | -01:28 | 09:32 | 09:32 | 09:32 | 11:00 | 08:08 |
 | Aeon Disk | 3 | 3.80% | 17.8 | 33.33% | -19.30% | +66.67% | 0.00% | 0.00% | 44:17 | 40:16 | 40:16 | 44:19 | 48:16 | 48:16 | 08:00 | 05:55 |
 | Blink Dagger | 6 | 7.59% | 15.6 | 16.67% | -38.12% | +33.33% | -16.67% | 0.00% | 28:54 | 18:14 | 25:00 | 26:31 | 35:56 | 36:57 | 10:56 | 08:05 |
 | Desolator | 1 | 1.27% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.27% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.27% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.27% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.27% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.27% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |