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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 | |
 | Arcane Boots | 35 | 59.32% | 100.0 | 71.43% | +17.26% | +6.35% | +6.35% | 0.00% | 14:20 | 09:31 | 11:18 | 13:11 | 14:58 | 32:52 | 03:40 | 02:42 |
 | Boots of Speed | 59 | 100.00% | 97.7 | 64.41% | +64.41% | +15.59% | -11.08% | -9.94% | 07:01 | -01:29 | 05:43 | 06:49 | 08:24 | 12:25 | 02:41 | 01:59 |
 | Magic Wand | 40 | 67.80% | 95.3 | 67.50% | +9.61% | -7.50% | -7.50% | 0.00% | 10:03 | 02:33 | 06:18 | 09:11 | 11:55 | 37:34 | 05:37 | 04:09 |
 | Blink Dagger | 47 | 79.66% | 93.0 | 65.96% | +7.63% | +9.04% | +0.71% | -1.30% | 23:59 | 16:09 | 19:27 | 22:33 | 25:52 | 44:21 | 06:25 | 04:45 |
 | Magic Stick | 52 | 88.14% | 90.7 | 63.46% | -7.97% | +5.77% | +21.16% | 8.03% | 02:04 | -01:30 | -01:29 | -01:07 | 03:24 | 34:06 | 04:53 | 03:37 |
 | Aghanim's Shard | 18 | 30.51% | 88.4 | 72.22% | +11.24% | +7.78% | -22.22% | -3.56% | 30:40 | 21:04 | 25:34 | 26:57 | 33:59 | 46:46 | 08:25 | 06:14 |
 | Fluffy Hat | 15 | 25.42% | 86.0 | 73.33% | +11.97% | +1.67% | -23.33% | -2.70% | 19:18 | -01:29 | 13:58 | 19:31 | 23:13 | 39:44 | 09:15 | 06:51 |
 | Aeon Disk | 10 | 16.95% | 83.7 | 80.00% | +18.78% | -13.33% | +20.00% | 6.19% | 38:45 | 27:31 | 34:33 | 37:32 | 39:56 | 60:37 | 05:23 | 03:59 |
 | Void Stone | 16 | 27.12% | 81.4 | 68.75% | +5.96% | +6.25% | +31.25% | 2.38% | 25:56 | 12:07 | 19:01 | 24:56 | 29:30 | 43:16 | 10:29 | 07:45 |
 | Null Talisman | 4 | 6.78% | 79.1 | 100.00% | +38.18% | 0.00% | 0.00% | 0.00% | 04:33 | 01:14 | 01:14 | 02:46 | 03:05 | 11:06 | 01:51 | 01:22 |
 | Glimmer Cape | 11 | 18.64% | 76.7 | 72.73% | +10.23% | -6.06% | -6.06% | 0.00% | 34:37 | 23:33 | 25:29 | 33:23 | 35:05 | 1:07:39 | 09:36 | 07:06 |
 | Headdress | 11 | 18.64% | 74.4 | 72.73% | +10.23% | +27.27% | -6.06% | -2.15% | 08:47 | -01:29 | -01:29 | -01:29 | 17:00 | 39:18 | 18:29 | 13:41 |
 | Aether Lens | 11 | 18.64% | 72.1 | 72.73% | +10.23% | -6.06% | +27.27% | 3.29% | 26:21 | 17:14 | 20:14 | 29:19 | 30:21 | 32:25 | 10:07 | 07:29 |
 | Wind Lace | 31 | 52.54% | 69.8 | 58.06% | -13.37% | -33.06% | +16.94% | 7.56% | 11:58 | -01:29 | 06:31 | 09:25 | 13:08 | 37:43 | 06:37 | 04:54 |
 | Shadow Blade | 6 | 10.17% | 67.4 | 83.33% | +21.07% | +16.67% | +16.67% | 0.00% | 33:18 | 26:10 | 29:14 | 30:17 | 40:56 | 41:52 | 11:42 | 08:40 |
 | Force Staff | 6 | 10.17% | 65.1 | 83.33% | +21.07% | +16.67% | +16.67% | 0.00% | 23:21 | 18:53 | 19:47 | 20:13 | 24:11 | 33:20 | 04:24 | 03:15 |
 | Tranquil Boots | 12 | 20.34% | 62.8 | 66.67% | +2.84% | 0.00% | 0.00% | 0.00% | 21:37 | 08:51 | 11:41 | 22:35 | 28:13 | 39:09 | 16:32 | 12:14 |
 | Ghost Scepter | 3 | 5.08% | 60.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 29:48 | 23:29 | 23:29 | 31:28 | 34:27 | 34:27 | 10:58 | 08:07 |
 | Holy Locket | 4 | 6.78% | 58.1 | 75.00% | +11.36% | +25.00% | -75.00% | 0.00% | 26:36 | 17:52 | 17:52 | 20:06 | 28:42 | 39:44 | 10:50 | 08:01 |
 | Aghanim's Scepter | 4 | 6.78% | 55.8 | 75.00% | +11.36% | +25.00% | -75.00% | 0.00% | 36:54 | 25:18 | 25:18 | 31:07 | 36:18 | 54:52 | 11:00 | 08:08 |
 | Ring of Health | 4 | 6.78% | 53.5 | 75.00% | +11.36% | +25.00% | +25.00% | 0.00% | 27:10 | 17:26 | 17:26 | 24:37 | 28:28 | 38:08 | 11:02 | 08:10 |
 | Quelling Blade | 2 | 3.39% | 51.2 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 19:52 | 17:03 | 17:03 | 22:41 | 22:41 | 22:41 | 05:38 | 04:10 |
 | Hood of Defiance | 2 | 3.39% | 48.8 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 21:16 | 17:40 | 17:40 | 24:51 | 24:51 | 24:51 | 07:11 | 05:19 |
 | Pipe of Insight | 2 | 3.39% | 46.5 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 26:46 | 22:24 | 22:24 | 31:07 | 31:07 | 31:07 | 08:43 | 06:27 |
 | Chainmail | 2 | 3.39% | 44.2 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 19:15 | 12:38 | 12:38 | 25:51 | 25:51 | 25:51 | 13:13 | 09:47 |
 | Crown | 2 | 3.39% | 41.9 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 37:36 | 36:32 | 36:32 | 38:39 | 38:39 | 38:39 | 02:07 | 01:34 |
 | Blight Stone | 2 | 3.39% | 39.5 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 12:11 | -01:29 | -01:29 | 25:51 | 25:51 | 25:51 | 27:20 | 20:14 |
 | Ring of Basilius | 5 | 8.47% | 37.2 | 60.00% | -4.81% | -60.00% | +40.00% | 14.46% | 14:11 | 04:47 | 04:47 | 10:54 | 11:42 | 37:37 | 06:55 | 05:07 |
 | Power Treads | 4 | 6.78% | 34.9 | 50.00% | -15.45% | -50.00% | -50.00% | 0.00% | 13:50 | 13:00 | 13:00 | 13:00 | 13:26 | 15:52 | 00:26 | 00:19 |
 | Silver Edge | 1 | 1.69% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.69% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.69% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.69% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.69% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.69% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.69% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Buckler | 1 | 1.69% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.69% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Bottle | 1 | 1.69% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.69% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 3.39% | 7.0 | 50.00% | -14.91% | -50.00% | 0.00% | 0.00% | 33:57 | 28:37 | 28:37 | 39:16 | 39:16 | 39:16 | 10:39 | 07:53 |
 | Orchid Malevolence | 2 | 3.39% | 4.7 | 50.00% | -14.91% | +50.00% | 0.00% | 0.00% | 24:15 | 19:42 | 19:42 | 28:47 | 28:47 | 28:47 | 09:05 | 06:43 |
 | Wraith Band | 2 | 3.39% | 2.3 | 50.00% | -14.91% | -50.00% | 0.00% | 0.00% | 04:20 | 03:50 | 03:50 | 04:50 | 04:50 | 04:50 | 01:00 | 00:44 |