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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 | |
 | Bracer | 14 | 36.84% | 100.0 | 71.43% | +46.43% | +28.57% | -4.76% | -13.33% | 01:52 | -01:29 | 00:46 | 01:53 | 03:16 | 06:46 | 02:30 | 01:51 |
 | Sange | 8 | 21.05% | 98.0 | 75.00% | +41.67% | -25.00% | +25.00% | 4.56% | 26:56 | 17:00 | 21:01 | 26:05 | 31:59 | 35:04 | 10:58 | 08:07 |
 | Void Stone | 16 | 42.11% | 96.1 | 62.50% | +35.23% | +12.50% | -12.50% | -1.38% | 28:11 | 15:09 | 19:21 | 27:40 | 37:27 | 41:45 | 18:06 | 13:24 |
 | Lotus Orb | 11 | 28.95% | 94.1 | 63.64% | +30.31% | +36.36% | -30.31% | -4.95% | 31:03 | 20:24 | 24:15 | 29:09 | 37:43 | 43:02 | 13:28 | 09:58 |
 | Rod of Atos | 18 | 47.37% | 92.2 | 55.56% | +25.56% | +4.44% | -5.56% | -1.65% | 17:47 | 11:15 | 14:40 | 16:59 | 20:44 | 24:54 | 06:04 | 04:29 |
 | Heaven's Halberd | 7 | 18.42% | 90.2 | 71.43% | +35.95% | -21.43% | -21.43% | 0.00% | 28:57 | 21:22 | 22:56 | 30:32 | 31:59 | 34:55 | 09:03 | 06:42 |
 | Pipe of Insight | 21 | 55.26% | 88.2 | 52.38% | +22.97% | -12.38% | +27.62% | 6.06% | 19:33 | 12:53 | 16:11 | 17:59 | 22:47 | 27:34 | 06:36 | 04:53 |
 | Magic Wand | 31 | 81.58% | 86.3 | 45.16% | +16.59% | +4.84% | +4.84% | 0.00% | 10:21 | 02:23 | 07:07 | 10:35 | 12:22 | 21:08 | 05:15 | 03:53 |
 | Ring of Health | 37 | 97.37% | 84.3 | 43.24% | +43.24% | -9.91% | -9.91% | 0.00% | 10:20 | 02:53 | 04:54 | 09:56 | 12:16 | 40:13 | 07:22 | 05:27 |
 | Boots of Speed | 38 | 100.00% | 82.4 | 42.11% | +42.11% | -2.11% | +2.33% | 1.51% | 05:01 | 00:59 | 03:10 | 04:15 | 06:06 | 10:54 | 02:56 | 02:10 |
 | Hood of Defiance | 32 | 84.21% | 80.4 | 43.75% | +10.42% | +6.25% | -18.75% | -6.91% | 12:06 | 05:04 | 09:30 | 11:29 | 13:07 | 24:09 | 03:37 | 02:40 |
 | Magic Stick | 34 | 89.47% | 78.4 | 41.18% | -8.82% | -7.85% | -3.68% | 0.64% | 05:21 | -01:29 | 02:03 | 04:11 | 08:32 | 13:03 | 06:29 | 04:48 |
 | Crown | 28 | 73.68% | 76.5 | 42.86% | +2.86% | 0.00% | 0.00% | 0.00% | 17:45 | 06:50 | 11:32 | 16:12 | 20:49 | 43:13 | 09:17 | 06:52 |
 | Headdress | 25 | 65.79% | 74.5 | 44.00% | +5.54% | +6.00% | +6.00% | 0.00% | 15:52 | 02:36 | 12:24 | 15:39 | 19:24 | 25:44 | 07:00 | 05:11 |
 | Quelling Blade | 34 | 89.47% | 72.5 | 38.24% | -36.76% | -16.02% | -0.74% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Helm of Iron Will | 4 | 10.53% | 70.6 | 75.00% | +36.76% | +25.00% | +25.00% | 0.00% | 27:11 | 24:42 | 24:42 | 25:29 | 27:55 | 30:37 | 03:13 | 02:22 |
 | Crimson Guard | 4 | 10.53% | 68.6 | 75.00% | +36.76% | -75.00% | +25.00% | 0.00% | 28:31 | 26:22 | 26:22 | 27:00 | 29:04 | 31:36 | 02:42 | 02:00 |
 | Arcane Boots | 16 | 42.11% | 66.7 | 43.75% | +2.84% | +31.25% | +6.25% | -3.33% | 11:56 | 05:58 | 06:27 | 08:22 | 13:57 | 23:03 | 07:30 | 05:33 |
 | Chainmail | 27 | 71.05% | 64.7 | 37.04% | -17.51% | -8.47% | +20.10% | 2.50% | 14:31 | 02:02 | 07:26 | 12:14 | 18:52 | 43:12 | 11:26 | 08:28 |
 | Soul Ring | 24 | 63.16% | 62.7 | 37.50% | -12.50% | +29.17% | -20.83% | -8.67% | 06:14 | 02:02 | 03:00 | 05:16 | 08:46 | 13:09 | 05:46 | 04:16 |
 | Ring of Protection | 30 | 78.95% | 60.8 | 33.33% | -41.67% | -8.33% | -4.76% | 0.69% | 04:14 | -01:29 | -01:29 | 01:36 | 06:41 | 26:39 | 08:10 | 06:02 |
 | Mekansm | 8 | 21.05% | 58.8 | 50.00% | +10.00% | -50.00% | +50.00% | 20.98% | 17:43 | 13:08 | 14:32 | 17:36 | 19:18 | 21:50 | 04:46 | 03:31 |
 | Wind Lace | 21 | 55.26% | 56.9 | 28.57% | -30.25% | -8.57% | +11.43% | 2.33% | 13:44 | -01:29 | 07:59 | 12:18 | 16:33 | 27:28 | 08:34 | 06:20 |
 | Vanguard | 7 | 18.42% | 54.9 | 42.86% | +0.92% | -42.86% | +57.14% | 0.00% | 14:36 | 08:16 | 08:51 | 10:46 | 13:21 | 28:00 | 04:30 | 03:20 |
 | Guardian Greaves | 7 | 18.42% | 52.9 | 42.86% | +0.92% | +7.14% | +7.14% | 0.00% | 24:16 | 20:34 | 21:09 | 24:40 | 25:30 | 26:54 | 04:21 | 03:13 |
 | Phase Boots | 12 | 31.58% | 51.0 | 33.33% | -12.82% | +33.34% | 0.00% | -13.07% | 08:50 | 06:24 | 06:47 | 08:55 | 09:20 | 12:37 | 02:33 | 01:53 |
 | Eul's Scepter of Divinity | 4 | 10.53% | 49.0 | 50.00% | +8.82% | +50.00% | +50.00% | 0.00% | 22:50 | 15:20 | 15:20 | 19:28 | 20:24 | 36:06 | 05:04 | 03:45 |
 | Power Treads | 4 | 10.53% | 47.1 | 50.00% | +8.82% | -50.00% | +50.00% | 0.00% | 07:11 | 05:31 | 05:31 | 07:36 | 07:45 | 07:53 | 02:14 | 01:39 |
 | Refresher Orb | 1 | 2.63% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.63% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.63% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 00:00 | 00:00 |
 | Radiance | 1 | 2.63% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Buckler | 11 | 28.95% | 37.3 | 27.27% | -20.88% | +6.06% | -27.27% | -3.33% | 26:35 | 17:07 | 19:11 | 26:28 | 29:12 | 41:44 | 10:01 | 07:25 |
 | Aghanim's Shard | 5 | 13.16% | 35.3 | 40.00% | -2.42% | +60.00% | +60.00% | 0.00% | 38:42 | 26:18 | 26:18 | 37:25 | 41:15 | 55:59 | 14:57 | 11:04 |
 | Bottle | 5 | 13.16% | 33.3 | 40.00% | -2.42% | -40.00% | -40.00% | 0.00% | 02:36 | 01:17 | 01:17 | 01:37 | 01:58 | 06:44 | 00:41 | 00:30 |
 | Blight Stone | 12 | 31.58% | 31.4 | 25.00% | -25.00% | +8.33% | +8.33% | 0.00% | 24:40 | 13:17 | 16:23 | 21:31 | 28:45 | 43:12 | 12:22 | 09:09 |
 | Medallion of Courage | 12 | 31.58% | 29.4 | 25.00% | -25.00% | +8.33% | +8.33% | 0.00% | 24:46 | 13:17 | 16:40 | 21:31 | 28:51 | 43:12 | 12:11 | 09:01 |
 | Black King Bar | 6 | 15.79% | 27.5 | 33.33% | -10.42% | +16.67% | -33.33% | 0.00% | 32:14 | 20:52 | 27:22 | 27:38 | 40:07 | 44:11 | 12:45 | 09:26 |
 | Solar Crest | 11 | 28.95% | 25.5 | 18.18% | -33.67% | -18.18% | -18.18% | 0.00% | 26:31 | 14:08 | 21:54 | 25:09 | 28:41 | 38:15 | 06:47 | 05:01 |
 | Fluffy Hat | 3 | 7.89% | 23.5 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 23:52 | 18:53 | 18:53 | 22:18 | 30:25 | 30:25 | 11:32 | 08:32 |
 | Force Staff | 3 | 7.89% | 21.6 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 25:44 | 19:18 | 19:18 | 27:28 | 30:25 | 30:25 | 11:07 | 08:14 |
 | Skull Basher | 1 | 2.63% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:47 | 48:47 | 48:47 | 48:47 | 48:47 | 48:47 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.63% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 5.26% | 15.7 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 32:32 | 31:12 | 31:12 | 33:52 | 33:52 | 33:52 | 02:40 | 01:58 |
 | Ring of Basilius | 1 | 2.63% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.63% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.63% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 5.26% | 7.8 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 27:12 | 26:22 | 26:22 | 28:01 | 28:01 | 28:01 | 01:39 | 01:13 |
 | Aghanim's Scepter | 1 | 2.63% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 5.26% | 3.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 39:40 | 38:20 | 38:20 | 41:00 | 41:00 | 41:00 | 02:40 | 01:58 |
 | Assault Cuirass | 4 | 10.53% | 2.0 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 41:13 | 33:08 | 33:08 | 34:40 | 36:21 | 60:43 | 03:13 | 02:22 |