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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 | |
 | Ring of Protection | 26 | 29.89% | 100.0 | 65.38% | +26.04% | -22.52% | +17.95% | 2.53% | 12:03 | -01:29 | -01:28 | 09:27 | 17:26 | 52:15 | 18:54 | 14:00 |
 | Crown | 14 | 16.09% | 98.0 | 71.43% | +28.96% | +3.57% | -4.76% | -3.62% | 13:59 | 08:16 | 13:11 | 13:52 | 15:29 | 19:22 | 02:18 | 01:42 |
 | Ring of Basilius | 20 | 22.99% | 96.0 | 65.00% | +23.21% | +15.00% | -25.00% | -9.64% | 15:29 | 05:19 | 10:29 | 12:55 | 14:38 | 52:15 | 04:09 | 03:04 |
 | Ring of Health | 20 | 22.99% | 94.0 | 65.00% | +23.21% | +15.00% | -5.00% | -0.83% | 32:21 | 05:01 | 19:36 | 31:33 | 43:47 | 56:33 | 24:11 | 17:54 |
 | Buckler | 9 | 10.34% | 92.0 | 77.78% | +34.19% | -27.78% | -27.78% | 0.00% | 26:04 | 13:53 | 15:46 | 18:53 | 30:39 | 52:15 | 14:53 | 11:01 |
 | Veil of Discord | 13 | 14.94% | 90.0 | 69.23% | +25.99% | +30.77% | -2.56% | -16.26% | 16:01 | 10:11 | 14:54 | 15:50 | 16:57 | 20:23 | 02:03 | 01:31 |
 | Void Stone | 32 | 36.78% | 88.0 | 56.25% | +14.43% | -31.25% | +6.25% | 1.95% | 28:34 | 12:58 | 19:19 | 24:51 | 38:34 | 55:32 | 19:15 | 14:15 |
 | Magic Stick | 82 | 94.25% | 86.0 | 47.56% | +7.56% | +4.82% | -2.56% | -1.08% | 04:10 | -01:29 | -01:28 | 03:10 | 08:17 | 25:01 | 09:45 | 07:13 |
 | Boots of Speed | 87 | 100.00% | 84.0 | 47.13% | +47.13% | +11.96% | -10.77% | -5.90% | 06:53 | -01:29 | 05:10 | 07:06 | 09:01 | 20:12 | 03:51 | 02:51 |
 | Aghanim's Shard | 70 | 80.46% | 82.0 | 48.57% | +7.39% | -9.68% | +4.37% | 2.22% | 23:09 | 15:02 | 19:06 | 22:05 | 25:26 | 48:46 | 06:20 | 04:41 |
 | Tranquil Boots | 78 | 89.66% | 80.0 | 47.44% | +3.00% | +7.56% | -26.39% | -14.05% | 10:45 | 03:13 | 09:15 | 10:41 | 11:40 | 27:51 | 02:25 | 01:47 |
 | Wind Lace | 78 | 89.66% | 78.0 | 47.44% | +3.00% | +7.56% | +10.45% | 0.65% | 07:55 | -01:29 | 05:46 | 08:23 | 10:12 | 16:59 | 04:26 | 03:17 |
 | Guardian Greaves | 6 | 6.90% | 76.0 | 83.33% | +38.89% | -33.33% | +16.67% | 0.00% | 25:03 | 17:44 | 21:14 | 23:10 | 29:14 | 34:07 | 08:00 | 05:55 |
 | Arcane Boots | 6 | 6.90% | 74.0 | 83.33% | +38.89% | -33.33% | +16.67% | 0.00% | 16:06 | 07:06 | 07:55 | 16:25 | 17:30 | 30:14 | 09:35 | 07:05 |
 | Quelling Blade | 6 | 6.90% | 72.0 | 83.33% | +38.89% | +16.67% | -83.33% | 0.00% | 13:59 | -01:29 | -01:29 | -01:28 | 24:42 | 50:14 | 26:11 | 19:23 |
 | Aeon Disk | 12 | 13.79% | 70.0 | 66.67% | +22.67% | 0.00% | 0.00% | 0.00% | 42:30 | 35:22 | 37:45 | 39:52 | 46:24 | 55:39 | 08:39 | 06:24 |
 | Urn of Shadows | 10 | 11.49% | 68.0 | 70.00% | +25.84% | -3.33% | +30.00% | 8.13% | 11:08 | 07:39 | 08:34 | 10:07 | 12:40 | 17:26 | 04:06 | 03:02 |
 | Magic Wand | 70 | 80.46% | 66.0 | 45.71% | -7.23% | +4.29% | -4.53% | -1.81% | 10:24 | -01:29 | 07:49 | 10:38 | 12:42 | 29:36 | 04:53 | 03:37 |
 | Headdress | 17 | 19.54% | 64.0 | 58.82% | +14.53% | -8.82% | -8.82% | 0.00% | 10:20 | -01:29 | -01:24 | 08:18 | 22:55 | 28:23 | 24:19 | 18:00 |
 | Fluffy Hat | 40 | 45.98% | 62.0 | 45.00% | -3.94% | -15.00% | +5.00% | 1.40% | 19:46 | 06:29 | 11:43 | 20:09 | 26:03 | 44:19 | 14:20 | 10:37 |
 | Lotus Orb | 7 | 8.05% | 60.0 | 71.43% | +26.43% | -21.43% | -21.43% | 0.00% | 32:38 | 24:14 | 29:58 | 32:09 | 34:40 | 40:16 | 04:42 | 03:28 |
 | Scythe of Vyse | 7 | 8.05% | 58.0 | 71.43% | +26.43% | +28.57% | -71.43% | -43.80% | 40:36 | 36:09 | 38:41 | 40:27 | 40:58 | 44:32 | 02:17 | 01:41 |
 | Hood of Defiance | 5 | 5.75% | 56.0 | 80.00% | +34.88% | -80.00% | +20.00% | 0.00% | 15:07 | 06:50 | 06:50 | 16:44 | 18:50 | 24:18 | 12:00 | 08:53 |
 | Pipe of Insight | 5 | 5.75% | 54.0 | 80.00% | +34.88% | +20.00% | +20.00% | 0.00% | 22:46 | 14:53 | 14:53 | 24:10 | 24:49 | 30:22 | 09:56 | 07:21 |
 | Force Staff | 31 | 35.63% | 52.0 | 45.16% | -3.05% | -7.66% | -20.16% | -1.05% | 27:00 | 17:06 | 19:49 | 28:42 | 31:43 | 44:19 | 11:54 | 08:48 |
 | Refresher Orb | 10 | 11.49% | 50.0 | 60.00% | +14.55% | -26.67% | -10.00% | 1.80% | 50:03 | 38:48 | 46:16 | 47:49 | 55:33 | 1:01:46 | 09:17 | 06:52 |
 | Chainmail | 8 | 9.20% | 48.0 | 62.50% | +16.93% | +37.50% | -12.50% | -15.71% | 13:47 | 08:56 | 09:37 | 11:16 | 12:48 | 28:53 | 03:11 | 02:21 |
 | Spirit Vessel | 8 | 9.20% | 46.0 | 62.50% | +16.93% | +37.50% | -62.50% | -33.90% | 18:48 | 15:53 | 16:48 | 17:14 | 19:45 | 25:25 | 02:57 | 02:11 |
 | Mekansm | 8 | 9.20% | 44.0 | 62.50% | +16.93% | +37.50% | -62.50% | -15.75% | 15:44 | 10:44 | 11:03 | 12:21 | 17:24 | 29:10 | 06:21 | 04:42 |
 | Eul's Scepter of Divinity | 16 | 18.39% | 42.0 | 43.75% | -4.14% | +6.25% | +6.25% | 0.00% | 23:18 | 17:33 | 20:08 | 22:52 | 24:51 | 34:20 | 04:43 | 03:29 |
 | Bracer | 2 | 2.30% | 40.0 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 03:15 | 03:09 | 03:09 | 03:21 | 03:21 | 03:21 | 00:12 | 00:08 |
 | Shiva's Guard | 6 | 6.90% | 38.0 | 50.00% | +3.09% | 0.00% | -50.00% | 0.00% | 34:48 | 22:15 | 25:06 | 27:28 | 45:30 | 52:56 | 20:24 | 15:06 |
 | Glimmer Cape | 6 | 6.90% | 36.0 | 50.00% | +3.09% | 0.00% | -50.00% | 0.00% | 30:22 | 17:05 | 20:02 | 27:25 | 36:24 | 51:34 | 16:22 | 12:07 |
 | Drum of Endurance | 4 | 4.60% | 34.0 | 50.00% | +3.01% | +50.00% | +50.00% | 0.00% | 21:03 | 18:05 | 18:05 | 18:18 | 20:17 | 27:32 | 02:12 | 01:37 |
 | Radiance | 1 | 1.15% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 2.30% | 30.0 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 52:31 | 49:02 | 49:02 | 55:59 | 55:59 | 55:59 | 06:57 | 05:08 |
 | Null Talisman | 2 | 2.30% | 28.0 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 18:58 | 12:26 | 12:26 | 25:30 | 25:30 | 25:30 | 13:04 | 09:40 |
 | Blink Dagger | 2 | 2.30% | 26.0 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 28:36 | 24:55 | 24:55 | 32:17 | 32:17 | 32:17 | 07:22 | 05:27 |
 | Vladmir's Offering | 2 | 2.30% | 24.0 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 44:14 | 36:12 | 36:12 | 52:15 | 52:15 | 52:15 | 16:03 | 11:53 |
 | Wraith Band | 3 | 3.45% | 22.0 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 18:00 | -01:29 | -01:29 | 24:29 | 30:59 | 30:59 | 32:28 | 24:02 |
 | Sange | 3 | 3.45% | 20.0 | 33.33% | -14.29% | +66.67% | 0.00% | 0.00% | 25:16 | 17:32 | 17:32 | 23:48 | 34:27 | 34:27 | 16:55 | 12:31 |
 | Morbid Mask | 3 | 3.45% | 18.0 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 38:28 | 26:58 | 26:58 | 36:11 | 52:15 | 52:15 | 25:17 | 18:43 |
 | Heaven's Halberd | 3 | 3.45% | 16.0 | 33.33% | -14.29% | +66.67% | 0.00% | 0.00% | 29:55 | 21:39 | 21:39 | 27:45 | 40:22 | 40:22 | 18:43 | 13:51 |
 | Ethereal Blade | 1 | 1.15% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.15% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.15% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Kaya | 1 | 1.15% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.30% | 6.0 | 0.00% | -48.24% | 0.00% | 0.00% | 0.00% | 36:28 | 27:22 | 27:22 | 45:33 | 45:33 | 45:33 | 18:11 | 13:28 |
 | Black King Bar | 2 | 2.30% | 4.0 | 0.00% | -48.24% | 0.00% | 0.00% | 0.00% | 45:36 | 38:55 | 38:55 | 52:17 | 52:17 | 52:17 | 13:22 | 09:54 |
 | Holy Locket | 1 | 1.15% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 00:00 | 00:00 |