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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 | |
 | Void Stone | 40 | 74.07% | 100.0 | 45.00% | +16.43% | +35.00% | -35.00% | -7.76% | 26:15 | 16:19 | 21:11 | 23:21 | 30:12 | 56:52 | 09:01 | 06:40 |
 | Boots of Speed | 54 | 100.00% | 97.9 | 40.74% | +40.74% | +9.26% | -9.97% | -6.99% | 05:11 | -01:29 | 04:06 | 05:31 | 06:51 | 10:36 | 02:45 | 02:02 |
 | Aether Lens | 28 | 51.85% | 95.7 | 46.43% | +11.81% | +39.28% | -17.86% | -6.49% | 28:42 | 16:32 | 21:37 | 25:24 | 30:25 | 1:21:08 | 08:48 | 06:31 |
 | Aghanim's Shard | 52 | 96.30% | 93.6 | 40.38% | -9.62% | -1.92% | -1.92% | 0.00% | 16:03 | 15:00 | 15:04 | 15:32 | 16:29 | 21:47 | 01:25 | 01:02 |
 | Magic Stick | 52 | 96.30% | 91.5 | 38.46% | -61.54% | -15.38% | +7.69% | 3.08% | 04:33 | -01:30 | -01:28 | 02:38 | 08:57 | 28:07 | 10:25 | 07:42 |
 | Tranquil Boots | 13 | 24.07% | 89.4 | 53.85% | +17.26% | -20.52% | -20.52% | 0.00% | 20:15 | 05:48 | 07:14 | 21:50 | 32:49 | 37:37 | 25:35 | 18:57 |
 | Arcane Boots | 46 | 85.19% | 87.2 | 39.13% | -10.87% | +2.54% | -11.86% | -4.09% | 12:36 | 07:01 | 09:44 | 11:05 | 13:15 | 26:24 | 03:31 | 02:36 |
 | Wind Lace | 20 | 37.04% | 85.1 | 45.00% | +6.76% | +15.00% | -25.00% | -2.19% | 15:47 | -01:29 | 06:40 | 16:20 | 24:54 | 33:39 | 18:14 | 13:30 |
 | Magic Wand | 45 | 83.33% | 83.0 | 35.56% | -31.11% | +18.99% | -8.29% | -4.15% | 14:17 | 04:51 | 10:35 | 12:34 | 17:09 | 28:16 | 06:34 | 04:51 |
 | Force Staff | 31 | 57.41% | 80.9 | 38.71% | -4.77% | +11.29% | -1.21% | -2.90% | 25:57 | 16:37 | 22:56 | 24:33 | 27:15 | 41:31 | 04:19 | 03:11 |
 | Boots of Travel | 4 | 7.41% | 78.7 | 75.00% | +37.00% | +25.00% | -75.00% | 0.00% | 40:14 | 30:44 | 30:44 | 39:16 | 41:17 | 49:37 | 10:33 | 07:48 |
 | Null Talisman | 4 | 7.41% | 76.6 | 75.00% | +37.00% | -75.00% | +25.00% | 0.00% | 09:53 | -01:29 | -01:29 | -01:29 | 19:43 | 22:48 | 21:12 | 15:42 |
 | Scythe of Vyse | 4 | 7.41% | 74.5 | 75.00% | +37.00% | +25.00% | -75.00% | 0.00% | 34:20 | 26:18 | 26:18 | 29:47 | 39:10 | 42:05 | 12:52 | 09:31 |
 | Fluffy Hat | 35 | 64.81% | 72.3 | 34.29% | -18.34% | -12.07% | -23.18% | -1.49% | 20:41 | 10:05 | 16:14 | 18:49 | 23:40 | 35:03 | 07:26 | 05:30 |
 | Kaya | 5 | 9.26% | 70.2 | 60.00% | +21.22% | +40.00% | -60.00% | 0.00% | 42:32 | 28:27 | 28:27 | 36:55 | 41:01 | 1:09:57 | 12:34 | 09:18 |
 | Black King Bar | 5 | 9.26% | 68.1 | 60.00% | +21.22% | +40.00% | -60.00% | 0.00% | 35:15 | 32:05 | 32:05 | 35:12 | 36:36 | 37:26 | 04:31 | 03:20 |
 | Ghost Scepter | 7 | 12.96% | 66.0 | 42.86% | +2.43% | +7.14% | -42.86% | -3.43% | 37:39 | 29:00 | 29:19 | 37:15 | 43:54 | 44:58 | 14:35 | 10:48 |
 | Wraith Band | 8 | 14.81% | 63.8 | 37.50% | -3.80% | +12.50% | -37.50% | -5.48% | 25:22 | -01:29 | 22:21 | 26:22 | 31:28 | 37:12 | 09:07 | 06:45 |
 | Boots of Bearing | 4 | 7.41% | 61.7 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 27:24 | 21:40 | 21:40 | 23:13 | 27:07 | 37:37 | 05:27 | 04:02 |
 | Octarine Core | 4 | 7.41% | 59.6 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 37:02 | 30:03 | 30:03 | 31:37 | 42:16 | 44:13 | 12:13 | 09:02 |
 | Ethereal Blade | 4 | 7.41% | 57.4 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 49:01 | 37:41 | 37:41 | 41:05 | 47:02 | 1:10:17 | 09:21 | 06:55 |
 | Boots of Travel 2 | 1 | 1.85% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Crown | 1 | 1.85% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.85% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Dagon | 1 | 1.85% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Glimmer Cape | 11 | 20.37% | 46.8 | 27.27% | -16.92% | -27.27% | -27.27% | 0.00% | 30:06 | 21:08 | 27:15 | 30:31 | 31:29 | 43:31 | 04:14 | 03:08 |
 | Drum of Endurance | 5 | 9.26% | 44.7 | 40.00% | -0.82% | +60.00% | -40.00% | 0.00% | 26:48 | 13:26 | 13:26 | 25:36 | 34:12 | 44:13 | 20:46 | 15:22 |
 | Quelling Blade | 6 | 11.11% | 42.6 | 33.33% | -8.34% | +16.67% | -33.33% | -7.58% | 02:00 | -01:29 | -01:29 | -01:29 | 08:05 | 08:07 | 09:34 | 07:05 |
 | Ring of Protection | 7 | 12.96% | 40.4 | 28.57% | -13.98% | +71.43% | -28.57% | -14.15% | 23:34 | 11:40 | 15:19 | 19:53 | 22:23 | 55:34 | 07:04 | 05:14 |
 | Buckler | 7 | 12.96% | 38.3 | 28.57% | -13.98% | +71.43% | -28.57% | -14.12% | 23:34 | 11:40 | 15:19 | 19:53 | 22:24 | 55:34 | 07:05 | 05:14 |
 | Ring of Health | 8 | 14.81% | 36.2 | 25.00% | -18.48% | +25.00% | -25.00% | -6.49% | 30:35 | 22:22 | 22:38 | 24:31 | 30:20 | 56:51 | 07:42 | 05:42 |
 | Lotus Orb | 8 | 14.81% | 34.0 | 25.00% | -18.48% | -25.00% | -25.00% | 0.00% | 31:53 | 22:23 | 24:16 | 24:41 | 34:14 | 57:35 | 09:58 | 07:22 |
 | Morbid Mask | 2 | 3.70% | 31.9 | 50.00% | +9.62% | +50.00% | 0.00% | 0.00% | 37:12 | 18:50 | 18:50 | 55:34 | 55:34 | 55:34 | 36:44 | 27:12 |
 | Blink Dagger | 3 | 5.56% | 29.8 | 33.33% | -7.85% | +66.67% | 0.00% | 0.00% | 44:12 | 34:50 | 34:50 | 48:20 | 49:27 | 49:27 | 14:37 | 10:49 |
 | Eul's Scepter of Divinity | 3 | 5.56% | 27.7 | 33.33% | -7.85% | +66.67% | 0.00% | 0.00% | 30:22 | 23:58 | 23:58 | 28:50 | 38:18 | 38:18 | 14:20 | 10:37 |
 | Ring of Basilius | 4 | 7.41% | 25.5 | 25.00% | -17.00% | +75.00% | -25.00% | 0.00% | 19:09 | -01:25 | -01:25 | 10:45 | 11:42 | 55:34 | 13:07 | 09:42 |
 | Chainmail | 5 | 9.26% | 23.4 | 20.00% | -22.86% | +80.00% | -20.00% | 0.00% | 15:30 | 10:59 | 10:59 | 17:14 | 17:15 | 18:08 | 06:16 | 04:38 |
 | Mekansm | 5 | 9.26% | 21.3 | 20.00% | -22.86% | +80.00% | -20.00% | 0.00% | 18:48 | 14:56 | 14:56 | 19:07 | 21:00 | 23:18 | 06:04 | 04:29 |
 | Headdress | 5 | 9.26% | 19.1 | 20.00% | -22.86% | +80.00% | -20.00% | 0.00% | 14:46 | 11:18 | 11:18 | 14:29 | 17:12 | 18:10 | 05:54 | 04:22 |
 | Guardian Greaves | 5 | 9.26% | 17.0 | 20.00% | -22.86% | -20.00% | -20.00% | 0.00% | 25:14 | 21:07 | 21:07 | 25:11 | 26:27 | 28:45 | 05:20 | 03:57 |
 | Helm of Iron Will | 1 | 1.85% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.85% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |
 | Sange | 1 | 1.85% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.85% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.85% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.85% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:25 | 48:25 | 48:25 | 48:25 | 48:25 | 48:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.85% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |