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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 | |
 | Aghanim's Scepter | 11 | 24.44% | 100.0 | 72.73% | +34.49% | +27.27% | -6.06% | -8.37% | 30:11 | 23:42 | 26:16 | 28:53 | 30:15 | 44:06 | 03:59 | 02:57 |
 | Bottle | 27 | 60.00% | 98.0 | 51.85% | +12.96% | +5.29% | +5.29% | 0.00% | 02:53 | 01:57 | 02:12 | 02:43 | 03:07 | 06:56 | 00:55 | 00:40 |
 | Boots of Speed | 45 | 100.00% | 96.1 | 46.67% | +46.67% | +7.88% | -1.22% | -4.37% | 05:56 | 01:49 | 05:01 | 05:42 | 07:06 | 09:53 | 02:05 | 01:32 |
 | Black King Bar | 31 | 68.89% | 94.1 | 48.39% | +5.53% | +1.61% | -10.89% | -2.34% | 22:14 | 13:46 | 19:36 | 21:08 | 24:56 | 35:54 | 05:20 | 03:57 |
 | Tranquil Boots | 7 | 15.56% | 92.2 | 71.43% | +29.32% | +28.57% | +28.57% | 0.00% | 14:47 | 09:34 | 09:48 | 11:44 | 12:46 | 27:48 | 02:58 | 02:11 |
 | Maelstrom | 29 | 64.44% | 90.2 | 48.28% | +4.53% | +37.43% | -5.42% | -11.23% | 13:47 | 10:10 | 11:29 | 12:46 | 15:18 | 24:54 | 03:49 | 02:49 |
 | Magic Stick | 32 | 71.11% | 88.2 | 46.88% | +0.73% | +3.12% | +15.62% | 1.86% | 06:50 | -01:29 | 03:14 | 06:29 | 09:57 | 18:02 | 06:43 | 04:58 |
 | Magic Wand | 27 | 60.00% | 86.3 | 48.15% | +3.71% | +23.28% | -5.29% | -4.55% | 10:32 | 02:01 | 06:30 | 09:54 | 12:47 | 25:40 | 06:17 | 04:39 |
 | Javelin | 39 | 86.67% | 84.3 | 43.59% | -23.08% | +16.41% | -23.59% | -12.37% | 10:53 | 04:59 | 06:48 | 08:27 | 10:02 | 1:05:36 | 03:14 | 02:23 |
 | Wind Lace | 10 | 22.22% | 82.4 | 60.00% | +17.14% | +40.00% | -10.00% | -14.56% | 13:07 | 08:19 | 11:00 | 11:41 | 14:26 | 22:22 | 03:26 | 02:32 |
 | Null Talisman | 30 | 66.67% | 80.4 | 43.33% | -10.00% | -5.83% | -0.47% | 2.42% | 03:14 | -00:09 | 01:51 | 02:47 | 04:04 | 12:50 | 02:13 | 01:38 |
 | Void Stone | 8 | 17.78% | 78.4 | 62.50% | +19.26% | +37.50% | -12.50% | -3.09% | 29:56 | 14:37 | 22:25 | 24:22 | 38:35 | 44:25 | 16:10 | 11:58 |
 | Monkey King Bar | 6 | 13.33% | 76.5 | 66.67% | +23.08% | +33.33% | -66.67% | -11.11% | 36:32 | 23:59 | 27:00 | 29:45 | 36:00 | 1:11:23 | 09:00 | 06:40 |
 | Blight Stone | 6 | 13.33% | 74.5 | 66.67% | +23.08% | -16.67% | +33.33% | 50.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Blink Dagger | 20 | 44.44% | 72.5 | 45.00% | -3.00% | -5.00% | +15.00% | 1.95% | 25:00 | 14:09 | 18:12 | 23:00 | 28:28 | 41:13 | 10:16 | 07:36 |
 | Chainmail | 2 | 4.44% | 70.6 | 100.00% | +55.81% | 0.00% | 0.00% | 0.00% | 16:14 | 07:07 | 07:07 | 25:20 | 25:20 | 25:20 | 18:13 | 13:29 |
 | Shadow Blade | 2 | 4.44% | 68.6 | 100.00% | +55.81% | 0.00% | 0.00% | 0.00% | 33:30 | 28:48 | 28:48 | 38:12 | 38:12 | 38:12 | 09:24 | 06:57 |
 | Eul's Scepter of Divinity | 2 | 4.44% | 66.7 | 100.00% | +55.81% | 0.00% | 0.00% | 0.00% | 26:25 | 25:40 | 25:40 | 27:10 | 27:10 | 27:10 | 01:30 | 01:06 |
 | Force Staff | 2 | 4.44% | 64.7 | 100.00% | +55.81% | 0.00% | 0.00% | 0.00% | 32:30 | 31:04 | 31:04 | 33:56 | 33:56 | 33:56 | 02:52 | 02:07 |
 | Daedalus | 7 | 15.56% | 62.7 | 57.14% | +12.40% | +42.86% | -7.14% | -3.56% | 43:59 | 31:33 | 34:20 | 44:33 | 48:23 | 60:04 | 14:03 | 10:24 |
 | Ring of Health | 5 | 11.11% | 60.8 | 60.00% | +15.00% | +40.00% | +40.00% | 0.00% | 34:01 | 16:38 | 16:38 | 38:35 | 39:30 | 43:58 | 22:52 | 16:56 |
 | Crystalys | 9 | 20.00% | 58.8 | 44.44% | -2.78% | +5.56% | +5.56% | 0.00% | 36:08 | 23:47 | 27:35 | 31:41 | 47:57 | 50:39 | 20:22 | 15:05 |
 | Linken's Sphere | 3 | 6.67% | 56.9 | 66.67% | +21.43% | +33.33% | 0.00% | -2.56% | 38:22 | 31:41 | 31:41 | 38:43 | 44:43 | 44:43 | 13:02 | 09:39 |
 | Aghanim's Blessing | 3 | 6.67% | 54.9 | 66.67% | +21.43% | +33.33% | 0.00% | -3.59% | 55:00 | 49:20 | 49:20 | 57:03 | 58:37 | 58:37 | 09:17 | 06:52 |
 | Crown | 1 | 2.22% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 2.22% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 00:00 | 00:00 |
 | Kaya | 1 | 2.22% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.22% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Witch Blade | 1 | 2.22% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.22% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.22% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.22% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Sange | 1 | 2.22% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.22% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.22% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:43 | 07:43 | 07:43 | 07:43 | 07:43 | 07:43 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.22% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 11.11% | 29.4 | 40.00% | -7.50% | +60.00% | +60.00% | 0.00% | 07:42 | 04:24 | 04:24 | 06:51 | 10:08 | 11:52 | 05:44 | 04:14 |
 | Urn of Shadows | 5 | 11.11% | 27.5 | 40.00% | -7.50% | +60.00% | +60.00% | 0.00% | 08:46 | 05:07 | 05:07 | 08:14 | 10:34 | 12:54 | 05:27 | 04:02 |
 | Arcane Boots | 2 | 4.44% | 25.5 | 50.00% | +3.49% | -50.00% | 0.00% | 0.00% | 29:59 | 20:04 | 20:04 | 39:53 | 39:53 | 39:53 | 19:49 | 14:40 |
 | Spirit Vessel | 2 | 4.44% | 23.5 | 50.00% | +3.49% | +50.00% | 0.00% | 0.00% | 19:07 | 17:43 | 17:43 | 20:30 | 20:30 | 20:30 | 02:47 | 02:03 |
 | Helm of Iron Will | 2 | 4.44% | 21.6 | 50.00% | +3.49% | +50.00% | 0.00% | 0.00% | 48:07 | 39:34 | 39:34 | 56:40 | 56:40 | 56:40 | 17:06 | 12:40 |
 | Power Treads | 2 | 4.44% | 19.6 | 50.00% | +3.49% | +50.00% | 0.00% | 0.00% | 12:00 | 06:37 | 06:37 | 17:23 | 17:23 | 17:23 | 10:46 | 07:58 |
 | Aeon Disk | 2 | 4.44% | 17.6 | 50.00% | +3.49% | +50.00% | 0.00% | 0.00% | 45:00 | 39:58 | 39:58 | 50:02 | 50:02 | 50:02 | 10:04 | 07:27 |
 | Nullifier | 2 | 4.44% | 15.7 | 50.00% | +3.49% | +50.00% | 0.00% | 0.00% | 48:35 | 40:15 | 40:15 | 56:54 | 56:54 | 56:54 | 16:39 | 12:20 |
 | Orchid Malevolence | 1 | 2.22% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.22% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.22% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.22% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.22% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.22% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.22% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:41 | 30:41 | 30:41 | 30:41 | 30:41 | 30:41 | 00:00 | 00:00 |