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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 | |
 | Boots of Bearing | 9 | 9.28% | 100.0 | 100.00% | +60.23% | 0.00% | 0.00% | 0.00% | 37:56 | 26:39 | 29:37 | 36:34 | 43:58 | 54:17 | 14:21 | 10:37 |
 | Void Stone | 37 | 38.14% | 98.1 | 64.86% | +31.53% | +12.92% | +12.92% | 0.00% | 17:31 | 07:26 | 13:25 | 16:17 | 18:06 | 60:19 | 04:41 | 03:28 |
 | Drum of Endurance | 18 | 18.56% | 96.2 | 72.22% | +32.98% | -12.22% | +27.78% | 4.52% | 23:12 | 14:12 | 18:29 | 19:40 | 27:20 | 37:02 | 08:51 | 06:33 |
 | Pavise | 33 | 34.02% | 94.2 | 63.64% | +27.70% | +11.36% | +23.86% | 3.66% | 16:38 | 11:12 | 15:03 | 16:37 | 18:28 | 21:41 | 03:25 | 02:31 |
 | Force Staff | 35 | 36.08% | 92.3 | 62.86% | +27.38% | -18.42% | +14.92% | 3.64% | 29:57 | 17:15 | 23:44 | 27:56 | 32:54 | 52:23 | 09:10 | 06:47 |
 | Wind Lace | 61 | 62.89% | 90.4 | 57.38% | +32.38% | -10.71% | -4.05% | 0.57% | 15:04 | 03:12 | 08:44 | 13:30 | 20:31 | 36:08 | 11:47 | 08:43 |
 | Solar Crest | 30 | 30.93% | 88.5 | 63.33% | +26.02% | -0.83% | -20.47% | -2.12% | 26:58 | 16:25 | 22:03 | 24:20 | 31:20 | 47:41 | 09:17 | 06:52 |
 | Ring of Protection | 36 | 37.11% | 86.5 | 61.11% | +25.04% | +5.56% | +5.56% | 0.00% | 14:08 | 08:58 | 11:07 | 13:49 | 15:30 | 30:15 | 04:23 | 03:14 |
 | Fluffy Hat | 64 | 65.98% | 84.6 | 54.69% | +27.42% | -4.69% | +1.56% | 0.84% | 16:00 | 04:27 | 10:40 | 13:49 | 18:08 | 43:14 | 07:28 | 05:31 |
 | Medallion of Courage | 30 | 30.93% | 82.7 | 60.00% | +21.19% | -22.50% | -17.14% | 0.62% | 21:42 | 10:04 | 16:11 | 18:39 | 24:46 | 47:32 | 08:35 | 06:21 |
 | Blight Stone | 30 | 30.93% | 80.8 | 60.00% | +21.19% | -22.50% | -17.14% | 0.60% | 21:28 | 09:33 | 15:46 | 18:39 | 24:46 | 47:32 | 09:00 | 06:40 |
 | Magic Wand | 85 | 87.63% | 78.8 | 49.41% | +32.74% | +12.49% | -1.79% | -2.41% | 08:31 | 01:05 | 05:05 | 09:37 | 11:01 | 18:09 | 05:56 | 04:23 |
 | Tranquil Boots | 28 | 28.87% | 76.9 | 57.14% | +16.56% | +14.29% | -14.28% | -2.30% | 18:41 | 06:27 | 12:04 | 15:00 | 24:30 | 40:45 | 12:26 | 09:12 |
 | Magic Stick | 94 | 96.91% | 75.0 | 46.81% | +46.81% | -5.14% | -16.38% | -3.02% | 02:23 | -01:29 | -01:29 | 02:02 | 05:12 | 16:08 | 06:41 | 04:57 |
 | Crown | 35 | 36.08% | 73.1 | 54.29% | +13.97% | -20.96% | -9.85% | 1.23% | 23:00 | 10:27 | 17:33 | 21:48 | 26:36 | 47:32 | 09:03 | 06:42 |
 | Chainmail | 33 | 34.02% | 71.2 | 54.55% | +13.92% | -4.55% | -17.05% | -1.80% | 20:14 | 09:33 | 15:15 | 18:38 | 22:12 | 47:32 | 06:57 | 05:08 |
 | Boots of Speed | 97 | 100.00% | 69.2 | 45.36% | +45.36% | +8.81% | +0.47% | -2.72% | 07:20 | -01:29 | 05:55 | 07:20 | 08:59 | 14:13 | 03:04 | 02:16 |
 | Cornucopia | 10 | 10.31% | 67.3 | 70.00% | +27.47% | -36.67% | -20.00% | 1.30% | 41:25 | 25:01 | 35:41 | 41:30 | 48:29 | 50:08 | 12:48 | 09:28 |
 | Glimmer Cape | 25 | 25.77% | 65.4 | 52.00% | +8.94% | -18.67% | -2.00% | 1.73% | 25:01 | 15:40 | 19:07 | 23:46 | 28:46 | 39:38 | 09:39 | 07:08 |
 | Arcane Boots | 26 | 26.80% | 63.5 | 42.31% | -4.17% | +0.55% | -8.98% | -1.66% | 13:25 | 06:41 | 10:26 | 12:44 | 16:11 | 23:49 | 05:45 | 04:15 |
 | Refresher Orb | 6 | 6.19% | 61.5 | 66.67% | +22.71% | +33.33% | +33.33% | 0.00% | 49:03 | 43:30 | 47:26 | 49:05 | 51:40 | 51:52 | 04:14 | 03:08 |
 | Guardian Greaves | 2 | 2.06% | 59.6 | 100.00% | +55.79% | 0.00% | 0.00% | 0.00% | 35:31 | 30:44 | 30:44 | 40:17 | 40:17 | 40:17 | 09:33 | 07:04 |
 | Scythe of Vyse | 2 | 2.06% | 57.7 | 100.00% | +55.79% | 0.00% | 0.00% | 0.00% | 40:46 | 35:07 | 35:07 | 46:24 | 46:24 | 46:24 | 11:17 | 08:21 |
 | Boots of Travel | 2 | 2.06% | 55.8 | 100.00% | +55.79% | 0.00% | 0.00% | 0.00% | 46:28 | 38:34 | 38:34 | 54:22 | 54:22 | 54:22 | 15:48 | 11:42 |
 | Ring of Basilius | 9 | 9.28% | 53.8 | 44.44% | -1.01% | -44.44% | +5.56% | 2.47% | 24:06 | 09:35 | 13:27 | 27:33 | 33:41 | 35:20 | 20:14 | 14:59 |
 | Quelling Blade | 3 | 3.09% | 51.9 | 66.67% | +21.99% | +33.33% | 0.00% | 0.00% | 25:09 | 22:51 | 22:51 | 24:07 | 28:30 | 28:30 | 05:39 | 04:11 |
 | Morbid Mask | 3 | 3.09% | 50.0 | 66.67% | +21.99% | +33.33% | 0.00% | 0.00% | 34:53 | 34:17 | 34:17 | 35:02 | 35:20 | 35:20 | 01:03 | 00:46 |
 | Buckler | 3 | 3.09% | 48.1 | 66.67% | +21.99% | +33.33% | 0.00% | 0.00% | 33:32 | 30:15 | 30:15 | 35:01 | 35:20 | 35:20 | 05:05 | 03:45 |
 | Vladmir's Offering | 3 | 3.09% | 46.2 | 66.67% | +21.99% | -66.67% | 0.00% | 0.00% | 35:08 | 35:02 | 35:02 | 35:03 | 35:20 | 35:20 | 00:18 | 00:13 |
 | Heaven's Halberd | 3 | 3.09% | 44.2 | 66.67% | +21.99% | -66.67% | 0.00% | 0.00% | 35:17 | 34:38 | 34:38 | 35:29 | 35:43 | 35:43 | 01:05 | 00:48 |
 | Ghost Scepter | 7 | 7.22% | 42.3 | 42.86% | -2.70% | -42.86% | -42.86% | 0.00% | 30:27 | 23:32 | 26:20 | 28:13 | 32:34 | 42:13 | 06:14 | 04:37 |
 | Ring of Health | 7 | 7.22% | 40.4 | 42.86% | -2.70% | -42.86% | +57.14% | 15.83% | 33:16 | 19:52 | 24:23 | 30:36 | 30:42 | 60:18 | 06:19 | 04:40 |
 | Lotus Orb | 4 | 4.12% | 38.5 | 50.00% | +4.84% | -50.00% | +50.00% | 0.00% | 41:43 | 27:37 | 27:37 | 35:29 | 43:21 | 60:25 | 15:44 | 11:39 |
 | Sange | 4 | 4.12% | 36.5 | 50.00% | +4.84% | -50.00% | +50.00% | 0.00% | 31:45 | 27:30 | 27:30 | 31:50 | 33:33 | 34:05 | 06:03 | 04:28 |
 | Aghanim's Blessing | 1 | 1.03% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.03% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.03% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.03% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.03% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Headdress | 6 | 6.19% | 25.0 | 33.33% | -12.82% | -33.33% | +66.67% | 14.18% | 20:28 | 14:34 | 18:33 | 19:00 | 25:36 | 25:49 | 07:03 | 05:13 |
 | Dragon Lance | 2 | 2.06% | 23.1 | 50.00% | +4.74% | +50.00% | 0.00% | 0.00% | 34:00 | 32:02 | 32:02 | 35:58 | 35:58 | 35:58 | 03:56 | 02:54 |
 | Wraith Band | 2 | 2.06% | 21.2 | 50.00% | +4.74% | -50.00% | 0.00% | 0.00% | 13:00 | 08:15 | 08:15 | 17:45 | 17:45 | 17:45 | 09:30 | 07:02 |
 | Aghanim's Scepter | 2 | 2.06% | 19.2 | 50.00% | +4.74% | +50.00% | 0.00% | 0.00% | 47:33 | 37:42 | 37:42 | 57:24 | 57:24 | 57:24 | 19:42 | 14:35 |
 | Power Treads | 4 | 4.12% | 17.3 | 25.00% | -21.24% | -25.00% | -25.00% | 0.00% | 25:31 | 13:02 | 13:02 | 17:18 | 24:45 | 46:57 | 11:43 | 08:40 |
 | Veil of Discord | 5 | 5.15% | 15.4 | 20.00% | -26.74% | -20.00% | -20.00% | 0.00% | 21:41 | 16:41 | 16:41 | 18:29 | 27:33 | 28:37 | 10:52 | 08:02 |
 | Mekansm | 5 | 5.15% | 13.5 | 20.00% | -26.74% | -20.00% | -20.00% | 0.00% | 23:17 | 16:21 | 16:21 | 24:43 | 25:49 | 26:41 | 09:28 | 07:00 |
 | Bracer | 1 | 1.03% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.03% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 2.06% | 7.7 | 0.00% | -46.32% | 0.00% | 0.00% | 0.00% | 21:40 | 19:16 | 19:16 | 24:03 | 24:03 | 24:03 | 04:47 | 03:32 |
 | Black King Bar | 1 | 1.03% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 00:00 | 00:00 |
 | Diadem | 1 | 1.03% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 2.06% | 1.9 | 0.00% | -46.32% | 0.00% | 0.00% | 0.00% | 11:38 | 11:28 | 11:28 | 11:47 | 11:47 | 11:47 | 00:19 | 00:14 |