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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 | |
 | Void Stone | 12 | 10.26% | 100.0 | 91.67% | +38.34% | -25.00% | +8.33% | 3.63% | 27:00 | 14:11 | 20:45 | 23:59 | 29:56 | 45:48 | 09:11 | 06:48 |
 | Ring of Health | 14 | 11.97% | 97.7 | 85.71% | +32.31% | -10.71% | -19.04% | -0.37% | 25:30 | 05:09 | 15:07 | 21:14 | 37:47 | 53:36 | 22:40 | 16:47 |
 | Magic Stick | 114 | 97.44% | 95.3 | 57.89% | +24.56% | +14.52% | -4.32% | -3.83% | 05:43 | -01:29 | 02:53 | 05:18 | 07:48 | 27:21 | 04:55 | 03:38 |
 | Wind Lace | 115 | 98.29% | 93.0 | 57.39% | +7.39% | +4.68% | +1.23% | -0.80% | 03:39 | -01:29 | -01:28 | 03:41 | 05:47 | 15:30 | 07:15 | 05:22 |
 | Tranquil Boots | 115 | 98.29% | 90.7 | 57.39% | +7.39% | +11.58% | +4.68% | -1.77% | 07:51 | 02:47 | 05:35 | 07:14 | 09:29 | 16:29 | 03:54 | 02:53 |
 | Boots of Speed | 117 | 100.00% | 88.4 | 57.26% | +57.26% | -5.54% | +8.26% | 3.46% | 02:27 | -01:29 | -01:29 | 02:28 | 05:28 | 12:07 | 06:57 | 05:08 |
 | Aghanim's Shard | 16 | 13.68% | 86.0 | 75.00% | +20.54% | +25.00% | 0.00% | -2.67% | 30:45 | 21:08 | 24:27 | 30:39 | 33:49 | 42:26 | 09:22 | 06:56 |
 | Magic Wand | 94 | 80.34% | 83.7 | 57.45% | +0.93% | +5.05% | +3.42% | -0.30% | 12:30 | 03:13 | 09:21 | 11:14 | 14:52 | 35:09 | 05:31 | 04:05 |
 | Aghanim's Scepter | 18 | 15.38% | 81.4 | 72.22% | +17.67% | -12.22% | +2.78% | 1.35% | 35:46 | 27:39 | 30:41 | 34:45 | 41:50 | 48:13 | 11:09 | 08:15 |
 | Force Staff | 36 | 30.77% | 79.1 | 63.89% | +9.57% | +2.78% | -19.45% | -1.75% | 29:37 | 16:13 | 21:48 | 26:44 | 34:32 | 50:23 | 12:44 | 09:25 |
 | Lotus Orb | 5 | 4.27% | 76.7 | 100.00% | +44.64% | 0.00% | 0.00% | 0.00% | 37:50 | 32:35 | 32:35 | 38:00 | 39:12 | 45:51 | 06:37 | 04:54 |
 | Glimmer Cape | 14 | 11.97% | 74.4 | 71.43% | +16.09% | -46.43% | +28.57% | 11.87% | 25:55 | 15:16 | 20:59 | 24:48 | 27:18 | 40:11 | 06:19 | 04:40 |
 | Urn of Shadows | 34 | 29.06% | 72.1 | 58.82% | +2.19% | +7.85% | +16.18% | 1.95% | 13:10 | 07:28 | 10:39 | 12:26 | 14:55 | 21:17 | 04:16 | 03:09 |
 | Hood of Defiance | 9 | 7.69% | 69.8 | 77.78% | +22.22% | -27.78% | -27.78% | 0.00% | 21:16 | 08:01 | 12:58 | 16:43 | 23:35 | 53:45 | 10:37 | 07:51 |
 | Ring of Protection | 40 | 34.19% | 67.4 | 55.00% | -3.44% | -15.00% | +15.00% | 4.05% | 08:56 | -01:29 | 05:52 | 10:02 | 13:16 | 29:30 | 07:24 | 05:28 |
 | Eul's Scepter of Divinity | 6 | 5.13% | 65.1 | 83.33% | +27.47% | +16.67% | -83.33% | 0.00% | 25:48 | 21:22 | 22:54 | 23:16 | 25:47 | 38:11 | 02:53 | 02:08 |
 | Blade Mail | 10 | 8.55% | 62.8 | 70.00% | +13.93% | -3.33% | +30.00% | 3.92% | 23:31 | 17:32 | 19:45 | 22:45 | 28:15 | 30:22 | 08:30 | 06:17 |
 | Drum of Endurance | 13 | 11.11% | 60.5 | 61.54% | +4.81% | +38.46% | -28.21% | -16.26% | 19:42 | 16:27 | 17:25 | 19:07 | 21:31 | 24:42 | 04:06 | 03:02 |
 | Spirit Vessel | 11 | 9.40% | 58.1 | 63.64% | +7.04% | +36.36% | -63.64% | -21.51% | 21:27 | 15:09 | 18:40 | 20:37 | 23:19 | 29:28 | 04:39 | 03:26 |
 | Black King Bar | 3 | 2.56% | 55.8 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 33:43 | 26:13 | 26:13 | 31:56 | 43:01 | 43:01 | 16:48 | 12:26 |
 | Orchid Malevolence | 3 | 2.56% | 53.5 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 28:00 | 26:35 | 26:35 | 27:12 | 30:14 | 30:14 | 03:39 | 02:42 |
 | Ring of Basilius | 5 | 4.27% | 51.2 | 80.00% | +23.75% | +20.00% | +20.00% | 0.00% | 16:53 | 01:40 | 01:40 | 15:43 | 24:39 | 31:46 | 22:59 | 17:01 |
 | Chainmail | 20 | 17.09% | 48.8 | 50.00% | -8.76% | +30.00% | -10.00% | -4.10% | 18:51 | 10:55 | 12:15 | 17:29 | 22:01 | 33:26 | 09:46 | 07:14 |
 | Ghost Scepter | 23 | 19.66% | 46.5 | 47.83% | -11.74% | +2.17% | -31.16% | -3.45% | 30:31 | 22:10 | 24:15 | 26:14 | 33:54 | 52:53 | 09:39 | 07:08 |
 | Headdress | 4 | 3.42% | 44.2 | 75.00% | +18.36% | +25.00% | -75.00% | 0.00% | 30:43 | 20:17 | 20:17 | 23:41 | 25:36 | 53:19 | 05:19 | 03:56 |
 | Pipe of Insight | 4 | 3.42% | 41.9 | 75.00% | +18.36% | +25.00% | -75.00% | 0.00% | 34:56 | 25:34 | 25:34 | 29:19 | 31:04 | 53:45 | 05:30 | 04:04 |
 | Fluffy Hat | 10 | 8.55% | 39.5 | 50.00% | -7.94% | +16.67% | +50.00% | 5.30% | 15:25 | 11:25 | 12:15 | 14:11 | 18:32 | 22:00 | 06:17 | 04:39 |
 | Blink Dagger | 2 | 1.71% | 37.2 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 32:44 | 25:22 | 25:22 | 40:06 | 40:06 | 40:06 | 14:44 | 10:54 |
 | Sange | 2 | 1.71% | 34.9 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 39:03 | 31:18 | 31:18 | 46:47 | 46:47 | 46:47 | 15:29 | 11:28 |
 | Bracer | 8 | 6.84% | 32.6 | 50.00% | -7.80% | 0.00% | +50.00% | 0.00% | 07:32 | 01:39 | 02:03 | 07:18 | 10:30 | 13:15 | 08:27 | 06:15 |
 | Buckler | 5 | 4.27% | 30.2 | 60.00% | +2.86% | -60.00% | +40.00% | 0.00% | 16:53 | 02:41 | 02:41 | 17:07 | 20:09 | 29:48 | 17:28 | 12:56 |
 | Quelling Blade | 7 | 5.98% | 27.9 | 42.86% | -15.32% | +7.14% | -42.86% | 0.00% | 05:20 | -01:29 | -01:29 | 06:15 | 06:35 | 19:14 | 08:04 | 05:58 |
 | Crown | 1 | 0.85% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.85% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.85% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.85% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Bottle | 1 | 0.85% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:36 | 03:36 | 03:36 | 03:36 | 03:36 | 03:36 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.85% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.85% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.85% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Blight Stone | 9 | 7.69% | 7.0 | 22.22% | -37.97% | +27.78% | +27.78% | 0.00% | 22:14 | 12:24 | 16:02 | 22:02 | 27:19 | 33:26 | 11:17 | 08:21 |
 | Medallion of Courage | 9 | 7.69% | 4.7 | 22.22% | -37.97% | +27.78% | +27.78% | 0.00% | 22:36 | 13:43 | 16:39 | 22:02 | 27:19 | 33:26 | 10:40 | 07:54 |
 | Orb of Venom | 2 | 1.71% | 2.3 | 50.00% | -7.39% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |