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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 | |
 | Force Staff | 58 | 52.73% | 100.0 | 62.07% | +27.45% | +11.26% | -4.93% | -1.25% | 30:33 | 18:42 | 23:18 | 28:51 | 36:18 | 1:04:05 | 13:00 | 09:37 |
 | Fluffy Hat | 81 | 73.64% | 97.9 | 56.79% | +29.20% | -6.79% | +28.21% | 4.26% | 18:35 | 05:50 | 12:51 | 15:58 | 21:04 | 50:26 | 08:13 | 06:05 |
 | Holy Locket | 25 | 22.73% | 95.8 | 64.00% | +19.29% | +19.33% | +2.67% | -1.72% | 25:11 | 16:21 | 19:18 | 23:34 | 28:58 | 37:59 | 09:40 | 07:09 |
 | Wind Lace | 55 | 50.00% | 93.8 | 54.55% | +10.91% | -25.98% | +24.02% | 5.16% | 10:24 | -01:30 | 03:25 | 08:48 | 13:06 | 58:49 | 09:41 | 07:10 |
 | Boots of Speed | 110 | 100.00% | 91.7 | 49.09% | +49.09% | -9.80% | -4.65% | 1.45% | 05:36 | -01:29 | 04:23 | 06:04 | 07:56 | 11:57 | 03:33 | 02:37 |
 | Drum of Endurance | 9 | 8.18% | 89.6 | 77.78% | +31.25% | -27.78% | +22.22% | 0.00% | 31:35 | 20:09 | 25:57 | 28:23 | 33:21 | 58:49 | 07:24 | 05:28 |
 | Arcane Boots | 78 | 70.91% | 87.5 | 50.00% | +3.12% | -10.00% | -7.89% | 0.51% | 13:46 | 05:29 | 11:39 | 13:17 | 15:47 | 27:37 | 04:08 | 03:03 |
 | Boots of Travel | 4 | 3.64% | 85.4 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 48:16 | 44:28 | 44:28 | 46:48 | 50:31 | 51:15 | 06:03 | 04:28 |
 | Magic Stick | 104 | 94.55% | 83.3 | 48.08% | -18.59% | -1.93% | -1.93% | 0.00% | 05:23 | -01:29 | 01:53 | 05:12 | 08:42 | 15:10 | 06:49 | 05:02 |
 | Magic Wand | 83 | 75.45% | 81.3 | 49.40% | +1.25% | -1.78% | -6.54% | -0.97% | 13:22 | 01:51 | 10:20 | 12:56 | 15:14 | 34:17 | 04:54 | 03:37 |
 | Buckler | 28 | 25.45% | 79.2 | 57.14% | +10.80% | -42.85% | +14.29% | 5.41% | 29:04 | 10:45 | 21:55 | 27:13 | 32:29 | 49:55 | 10:34 | 07:49 |
 | Headdress | 52 | 47.27% | 77.1 | 50.00% | +1.72% | -19.23% | -11.54% | 0.89% | 20:04 | 07:15 | 15:10 | 18:29 | 23:49 | 37:20 | 08:39 | 06:24 |
 | Guardian Greaves | 14 | 12.73% | 75.0 | 64.29% | +17.41% | -39.29% | +35.71% | 12.00% | 30:31 | 13:03 | 26:57 | 28:37 | 33:12 | 46:54 | 06:15 | 04:37 |
 | Ring of Protection | 30 | 27.27% | 72.9 | 53.33% | +5.83% | -15.83% | +18.10% | 2.43% | 25:23 | -01:29 | 18:32 | 26:28 | 32:29 | 49:55 | 13:57 | 10:20 |
 | Ghost Scepter | 17 | 15.45% | 70.8 | 58.82% | +11.51% | +16.18% | +16.18% | 0.00% | 33:22 | 18:05 | 24:52 | 31:33 | 40:32 | 50:20 | 15:40 | 11:36 |
 | Glimmer Cape | 27 | 24.55% | 68.8 | 51.85% | +3.66% | +5.29% | +5.29% | 0.00% | 31:09 | 18:15 | 25:30 | 30:27 | 35:18 | 49:46 | 09:48 | 07:15 |
 | Vladmir's Offering | 13 | 11.82% | 66.7 | 61.54% | +14.12% | -28.21% | +5.13% | 1.68% | 34:37 | 20:21 | 25:45 | 29:16 | 45:34 | 51:45 | 19:49 | 14:40 |
 | Morbid Mask | 13 | 11.82% | 64.6 | 61.54% | +14.12% | -28.21% | +5.13% | 1.62% | 34:11 | 19:24 | 24:20 | 28:55 | 44:52 | 51:44 | 20:32 | 15:12 |
 | Void Stone | 13 | 11.82% | 62.5 | 61.54% | +14.12% | +5.13% | +5.13% | 0.00% | 34:52 | 13:19 | 23:36 | 36:10 | 44:44 | 1:01:52 | 21:08 | 15:39 |
 | Crown | 3 | 2.73% | 60.4 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 23:52 | 16:12 | 16:12 | 23:16 | 32:07 | 32:07 | 15:55 | 11:47 |
 | Blight Stone | 3 | 2.73% | 58.3 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 22:17 | 17:37 | 17:37 | 18:43 | 30:31 | 30:31 | 12:54 | 09:33 |
 | Bracer | 3 | 2.73% | 56.3 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 19:40 | 12:09 | 12:09 | 16:19 | 30:31 | 30:31 | 18:22 | 13:36 |
 | Chainmail | 35 | 31.82% | 54.2 | 45.71% | -4.96% | -12.38% | +20.96% | 6.06% | 18:55 | 06:30 | 14:43 | 17:20 | 20:13 | 39:29 | 05:30 | 04:04 |
 | Lotus Orb | 7 | 6.36% | 52.1 | 71.43% | +23.86% | -21.43% | -21.43% | 0.00% | 42:27 | 30:36 | 36:24 | 37:58 | 45:19 | 1:01:52 | 08:55 | 06:36 |
 | Ring of Basilius | 14 | 12.73% | 50.0 | 57.14% | +9.22% | -57.14% | +42.86% | 5.31% | 29:00 | 02:51 | 21:55 | 27:14 | 40:45 | 51:43 | 18:50 | 13:57 |
 | Quelling Blade | 13 | 11.82% | 47.9 | 53.85% | +5.40% | -20.52% | +46.15% | 6.94% | 09:47 | -01:29 | -01:29 | 10:16 | 11:05 | 49:28 | 12:34 | 09:18 |
 | Ring of Health | 14 | 12.73% | 45.8 | 50.00% | +1.04% | -25.00% | +16.67% | 1.57% | 33:27 | 15:35 | 18:08 | 35:03 | 44:44 | 1:01:52 | 26:36 | 19:42 |
 | Mekansm | 30 | 27.27% | 43.8 | 36.67% | -17.08% | +0.83% | +6.19% | 0.66% | 22:34 | 09:37 | 18:49 | 20:16 | 26:55 | 50:27 | 08:06 | 06:00 |
 | Tranquil Boots | 20 | 18.18% | 41.7 | 40.00% | -11.11% | -20.00% | -20.00% | 0.00% | 17:52 | 08:12 | 11:18 | 12:36 | 24:58 | 40:15 | 13:40 | 10:07 |
 | Solar Crest | 2 | 1.82% | 39.6 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 30:23 | 27:19 | 27:19 | 33:26 | 33:26 | 33:26 | 06:07 | 04:31 |
 | Phase Boots | 2 | 1.82% | 37.5 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 14:53 | 13:36 | 13:36 | 16:10 | 16:10 | 16:10 | 02:34 | 01:54 |
 | Medallion of Courage | 2 | 1.82% | 35.4 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 24:53 | 19:15 | 19:15 | 30:31 | 30:31 | 30:31 | 11:16 | 08:20 |
 | Boots of Bearing | 2 | 1.82% | 33.3 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 41:22 | 40:01 | 40:01 | 42:43 | 42:43 | 42:43 | 02:42 | 02:00 |
 | Aeon Disk | 7 | 6.36% | 31.3 | 57.14% | +8.60% | -7.14% | -7.14% | 0.00% | 38:14 | 26:23 | 34:05 | 40:27 | 41:06 | 46:41 | 07:01 | 05:11 |
 | Wraith Pact | 7 | 6.36% | 29.2 | 57.14% | +8.60% | -57.14% | +42.86% | 0.00% | 37:23 | 27:47 | 31:56 | 32:20 | 36:18 | 53:02 | 04:22 | 03:14 |
 | Orb of Venom | 11 | 10.00% | 27.1 | 45.45% | -4.04% | -12.12% | -12.12% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 01:25 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 2.73% | 25.0 | 66.67% | +18.07% | -66.67% | 0.00% | 0.00% | 60:59 | 45:02 | 45:02 | 1:06:41 | 1:11:14 | 1:11:14 | 26:12 | 19:24 |
 | Blink Dagger | 4 | 3.64% | 22.9 | 50.00% | +0.94% | +50.00% | -50.00% | 0.00% | 40:15 | 32:16 | 32:16 | 32:47 | 41:26 | 54:32 | 09:10 | 06:47 |
 | Meteor Hammer | 1 | 0.91% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.91% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.91% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.91% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.91% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.91% | 10.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Wraith Band | 5 | 4.55% | 8.3 | 40.00% | -9.52% | +60.00% | +60.00% | 0.00% | 27:09 | 14:59 | 14:59 | 25:35 | 32:37 | 38:49 | 17:38 | 13:03 |
 | Eul's Scepter of Divinity | 3 | 2.73% | 6.3 | 33.33% | -16.20% | -33.33% | 0.00% | 0.00% | 26:34 | 18:55 | 18:55 | 29:53 | 30:53 | 30:53 | 11:58 | 08:51 |
 | Pipe of Insight | 4 | 3.64% | 4.2 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 29:06 | 22:39 | 22:39 | 26:24 | 29:10 | 38:09 | 06:31 | 04:49 |
 | Hood of Defiance | 5 | 4.55% | 2.1 | 20.00% | -30.48% | -20.00% | -20.00% | 0.00% | 22:39 | 17:18 | 17:18 | 18:08 | 25:08 | 35:03 | 07:50 | 05:48 |