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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 | 32.56% | 100.0 | 71.43% | +47.29% | +28.57% | -4.76% | -13.33% | 01:52 | -01:29 | 00:46 | 01:53 | 03:16 | 06:46 | 02:30 | 01:51 |
 | Sange | 11 | 25.58% | 98.2 | 63.64% | +32.39% | +3.03% | +36.36% | 3.46% | 26:28 | 17:00 | 21:01 | 26:20 | 30:39 | 35:04 | 09:38 | 07:08 |
 | Rod of Atos | 19 | 44.19% | 96.4 | 52.63% | +23.46% | +7.37% | +7.37% | 0.00% | 17:41 | 11:15 | 14:40 | 16:59 | 19:31 | 24:54 | 04:51 | 03:35 |
 | Void Stone | 19 | 44.19% | 94.5 | 52.63% | +23.46% | +7.37% | -12.63% | -1.14% | 28:05 | 15:09 | 19:49 | 27:40 | 37:18 | 41:45 | 17:29 | 12:57 |
 | Pipe of Insight | 25 | 58.14% | 92.7 | 48.00% | +20.22% | +2.00% | +18.67% | 2.31% | 18:46 | 12:33 | 14:48 | 17:47 | 22:01 | 27:34 | 07:13 | 05:20 |
 | Magic Wand | 35 | 81.40% | 90.9 | 42.86% | +17.86% | +1.58% | +1.58% | 0.00% | 10:01 | 02:23 | 05:54 | 10:34 | 12:22 | 21:08 | 06:28 | 04:47 |
 | Ring of Health | 42 | 97.67% | 89.1 | 40.48% | +40.48% | -13.21% | -10.48% | 0.36% | 09:36 | 02:53 | 04:32 | 09:00 | 12:09 | 40:13 | 07:37 | 05:38 |
 | Lotus Orb | 13 | 30.23% | 87.3 | 53.85% | +20.52% | +12.82% | -20.52% | -2.08% | 29:56 | 20:24 | 21:39 | 28:15 | 37:43 | 43:02 | 16:04 | 11:54 |
 | Boots of Speed | 43 | 100.00% | 85.5 | 39.53% | +39.53% | -12.26% | +5.92% | 6.20% | 05:02 | 00:59 | 03:10 | 04:16 | 06:06 | 10:54 | 02:56 | 02:10 |
 | Hood of Defiance | 37 | 86.05% | 83.6 | 40.54% | +7.21% | -7.21% | -18.32% | -2.99% | 11:50 | 05:04 | 09:24 | 10:54 | 13:07 | 24:09 | 03:43 | 02:45 |
 | Headdress | 29 | 67.44% | 81.8 | 41.38% | +5.67% | -12.81% | +1.48% | 1.72% | 15:24 | 02:36 | 10:59 | 15:01 | 19:17 | 25:44 | 08:18 | 06:08 |
 | Magic Stick | 39 | 90.70% | 80.0 | 38.46% | -11.54% | -8.46% | -8.46% | 0.00% | 04:48 | -01:29 | 01:04 | 03:25 | 07:08 | 13:03 | 06:04 | 04:29 |
 | Arcane Boots | 17 | 39.53% | 78.2 | 47.06% | +12.44% | +27.94% | +2.94% | -2.98% | 12:06 | 05:58 | 06:27 | 09:35 | 14:50 | 23:03 | 08:23 | 06:12 |
 | Crown | 30 | 69.77% | 76.4 | 40.00% | +1.54% | -2.50% | +2.86% | 0.54% | 17:39 | 06:50 | 11:32 | 16:12 | 21:31 | 43:13 | 09:59 | 07:23 |
 | Heaven's Halberd | 9 | 20.93% | 74.5 | 55.56% | +20.27% | -5.56% | -5.56% | 0.00% | 30:07 | 21:22 | 22:56 | 31:59 | 33:23 | 34:58 | 10:27 | 07:44 |
 | Mekansm | 9 | 20.93% | 72.7 | 55.56% | +20.27% | -55.56% | +44.44% | 20.07% | 19:22 | 13:08 | 14:32 | 18:52 | 19:31 | 32:38 | 04:59 | 03:41 |
 | Quelling Blade | 39 | 90.70% | 70.9 | 35.90% | -39.10% | -5.90% | -5.90% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Helm of Iron Will | 4 | 9.30% | 69.1 | 75.00% | +39.10% | +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 | 9.30% | 67.3 | 75.00% | +39.10% | -75.00% | +25.00% | 0.00% | 28:31 | 26:22 | 26:22 | 27:00 | 29:04 | 31:36 | 02:42 | 02:00 |
 | Chainmail | 31 | 72.09% | 65.5 | 35.48% | -14.52% | -10.48% | +27.02% | 3.16% | 14:56 | 02:02 | 07:26 | 12:14 | 19:18 | 43:12 | 11:52 | 08:47 |
 | Soul Ring | 29 | 67.44% | 63.6 | 34.48% | -15.52% | +22.66% | -5.91% | -5.75% | 06:15 | 02:02 | 03:00 | 05:54 | 07:58 | 13:09 | 04:58 | 03:40 |
 | Ring of Protection | 35 | 81.40% | 61.8 | 31.43% | -43.57% | -9.21% | -9.21% | 0.00% | 04:12 | -01:29 | -01:29 | 01:55 | 06:41 | 26:39 | 08:10 | 06:02 |
 | Guardian Greaves | 8 | 18.60% | 60.0 | 50.00% | +12.86% | 0.00% | +50.00% | 0.00% | 25:26 | 20:34 | 21:09 | 24:40 | 26:44 | 33:34 | 05:35 | 04:08 |
 | Aghanim's Shard | 7 | 16.28% | 58.2 | 42.86% | +3.97% | +57.14% | +7.14% | 0.00% | 37:08 | 24:54 | 26:18 | 37:25 | 41:15 | 55:59 | 14:57 | 11:04 |
 | Wind Lace | 24 | 55.81% | 56.4 | 25.00% | -32.89% | -8.33% | +8.33% | 2.31% | 13:09 | -01:29 | 07:59 | 11:04 | 15:11 | 27:28 | 07:12 | 05:20 |
 | Buckler | 13 | 30.23% | 54.5 | 30.77% | -12.56% | +2.56% | +2.56% | 0.00% | 26:57 | 17:07 | 19:11 | 26:28 | 30:38 | 41:44 | 11:27 | 08:28 |
 | Vanguard | 8 | 18.60% | 52.7 | 37.50% | -2.50% | -37.50% | +62.50% | 0.00% | 13:33 | 06:14 | 08:16 | 10:23 | 13:21 | 28:00 | 05:05 | 03:45 |
 | Phase Boots | 14 | 32.56% | 50.9 | 28.57% | -16.26% | +21.43% | +4.76% | -5.10% | 08:51 | 06:24 | 06:53 | 08:55 | 10:09 | 12:37 | 03:16 | 02:25 |
 | Eul's Scepter of Divinity | 4 | 9.30% | 49.1 | 50.00% | +11.54% | +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 | 9.30% | 47.3 | 50.00% | +11.54% | -50.00% | +50.00% | 0.00% | 07:11 | 05:31 | 05:31 | 07:36 | 07:45 | 07:53 | 02:14 | 01:39 |
 | Heart of Tarrasque | 1 | 2.33% | 45.5 | 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 |
 | Kaya and Sange | 1 | 2.33% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Kaya | 1 | 2.33% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Radiance | 1 | 2.33% | 40.0 | 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 |
 | Refresher Orb | 1 | 2.33% | 38.2 | 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 |
 | Bottle | 5 | 11.63% | 36.4 | 40.00% | +0.53% | -40.00% | -40.00% | 0.00% | 02:36 | 01:17 | 01:17 | 01:37 | 01:58 | 06:44 | 00:41 | 00:30 |
 | Blight Stone | 13 | 30.23% | 34.5 | 23.08% | -23.59% | +10.25% | +10.25% | 0.00% | 24:25 | 13:17 | 16:23 | 21:31 | 28:45 | 43:12 | 12:22 | 09:09 |
 | Medallion of Courage | 13 | 30.23% | 32.7 | 23.08% | -23.59% | +10.25% | +10.25% | 0.00% | 24:30 | 13:17 | 16:40 | 21:31 | 28:51 | 43:12 | 12:11 | 09:01 |
 | Black King Bar | 6 | 13.95% | 30.9 | 33.33% | -7.21% | +16.67% | -33.33% | 0.00% | 32:14 | 20:52 | 27:22 | 27:38 | 40:07 | 44:11 | 12:45 | 09:26 |
 | Linken's Sphere | 2 | 4.65% | 29.1 | 50.00% | +10.98% | -50.00% | 0.00% | 0.00% | 46:42 | 45:20 | 45:20 | 48:03 | 48:03 | 48:03 | 02:43 | 02:00 |
 | Solar Crest | 12 | 27.91% | 27.3 | 16.67% | -31.72% | -16.67% | -16.67% | 0.00% | 26:23 | 14:08 | 21:54 | 24:54 | 28:41 | 38:15 | 06:47 | 05:01 |
 | Shiva's Guard | 3 | 6.98% | 25.5 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 40:31 | 38:20 | 38:20 | 41:00 | 42:12 | 42:12 | 03:52 | 02:51 |
 | Fluffy Hat | 4 | 9.30% | 23.6 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 22:09 | 17:01 | 17:01 | 18:53 | 22:18 | 30:25 | 05:17 | 03:54 |
 | Assault Cuirass | 4 | 9.30% | 21.8 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 41:13 | 33:08 | 33:08 | 34:40 | 36:21 | 60:43 | 03:13 | 02:22 |
 | Morbid Mask | 2 | 4.65% | 20.0 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | 33:33 | 25:22 | 25:22 | 41:44 | 41:44 | 41:44 | 16:22 | 12:07 |
 | Force Staff | 4 | 9.30% | 18.2 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 23:58 | 18:41 | 18:41 | 19:18 | 27:28 | 30:25 | 08:47 | 06:30 |
 | Aeon Disk | 1 | 2.33% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:32 | 59:32 | 59:32 | 59:32 | 59:32 | 59:32 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 4.65% | 14.5 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | 33:27 | 25:10 | 25:10 | 41:44 | 41:44 | 41:44 | 16:34 | 12:16 |
 | Ghost Scepter | 2 | 4.65% | 12.7 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | 32:32 | 31:12 | 31:12 | 33:52 | 33:52 | 33:52 | 02:40 | 01:58 |
 | Ethereal Blade | 1 | 2.33% | 10.9 | 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 |
 | Skull Basher | 1 | 2.33% | 9.1 | 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 |
 | Tranquil Boots | 2 | 4.65% | 7.3 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | 27:12 | 26:22 | 26:22 | 28:01 | 28:01 | 28:01 | 01:39 | 01:13 |
 | Scythe of Vyse | 1 | 2.33% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 4.65% | 3.6 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | 34:07 | 26:30 | 26:30 | 41:44 | 41:44 | 41:44 | 15:14 | 11:17 |
 | Aghanim's Scepter | 1 | 2.33% | 1.8 | 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 |