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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 | |
 | Aether Lens | 3 | 14.29% | 100.0 | 100.00% | +72.22% | 0.00% | 0.00% | 0.00% | 23:35 | 19:03 | 19:03 | 20:51 | 30:51 | 30:51 | 11:48 | 08:44 |
 | Headdress | 11 | 52.38% | 97.4 | 54.55% | +34.55% | +45.45% | -21.22% | -55.56% | 09:08 | 06:57 | 08:28 | 09:31 | 09:40 | 10:36 | 01:12 | 00:53 |
 | Guardian Greaves | 11 | 52.38% | 94.9 | 54.55% | +34.55% | -54.55% | +12.12% | 66.67% | 16:33 | 14:58 | 15:32 | 15:49 | 16:13 | 22:56 | 00:41 | 00:30 |
 | Buckler | 11 | 52.38% | 92.3 | 54.55% | +34.55% | +45.45% | +12.12% | -27.39% | 13:08 | 10:59 | 12:17 | 12:41 | 13:30 | 16:35 | 01:13 | 00:54 |
 | Mekansm | 11 | 52.38% | 89.7 | 54.55% | +34.55% | -21.22% | +12.12% | 33.34% | 11:34 | 09:31 | 11:09 | 11:36 | 12:03 | 13:10 | 00:54 | 00:40 |
 | Chainmail | 17 | 80.95% | 87.2 | 47.06% | +47.06% | -22.06% | +2.94% | 9.04% | 08:11 | 04:07 | 06:33 | 08:38 | 09:19 | 12:03 | 02:46 | 02:02 |
 | Ring of Protection | 12 | 57.14% | 84.6 | 50.00% | +27.78% | -16.67% | +16.67% | 13.70% | 11:38 | 03:35 | 10:52 | 12:24 | 13:18 | 16:35 | 02:26 | 01:48 |
 | Force Staff | 2 | 9.52% | 82.1 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 24:16 | 23:20 | 23:20 | 25:12 | 25:12 | 25:12 | 01:52 | 01:22 |
 | Octarine Core | 2 | 9.52% | 79.5 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 28:36 | 26:01 | 26:01 | 31:11 | 31:11 | 31:11 | 05:10 | 03:49 |
 | Fluffy Hat | 2 | 9.52% | 76.9 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 23:16 | 23:12 | 23:12 | 23:20 | 23:20 | 23:20 | 00:08 | 00:05 |
 | Aeon Disk | 2 | 9.52% | 74.4 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 36:19 | 28:03 | 28:03 | 44:35 | 44:35 | 44:35 | 16:32 | 12:14 |
 | Arcane Boots | 13 | 61.90% | 71.8 | 46.15% | +21.15% | +20.52% | -12.82% | -19.61% | 06:21 | 04:54 | 05:23 | 06:22 | 07:05 | 07:44 | 01:42 | 01:15 |
 | Magic Wand | 20 | 95.24% | 69.2 | 40.00% | +40.00% | 0.00% | +20.00% | 4.38% | 06:47 | 01:54 | 03:52 | 06:04 | 08:26 | 16:57 | 04:34 | 03:22 |
 | Magic Stick | 21 | 100.00% | 66.7 | 38.10% | +38.10% | +1.90% | +1.90% | 0.00% | 03:36 | -01:29 | -01:29 | 03:27 | 06:19 | 16:57 | 07:48 | 05:46 |
 | Boots of Speed | 21 | 100.00% | 64.1 | 38.10% | +38.10% | +1.90% | -18.10% | -10.43% | 03:26 | 01:31 | 02:27 | 03:10 | 04:22 | 06:11 | 01:55 | 01:25 |
 | Void Stone | 9 | 42.86% | 61.5 | 44.44% | +11.11% | -44.44% | +5.56% | 3.02% | 20:46 | 10:22 | 10:41 | 19:03 | 27:15 | 36:54 | 16:34 | 12:16 |
 | Wraith Band | 10 | 47.62% | 59.0 | 40.00% | +3.64% | +60.00% | -40.00% | -26.09% | 02:48 | -01:29 | 01:07 | 01:53 | 04:57 | 07:23 | 03:50 | 02:50 |
 | Ring of Health | 3 | 14.29% | 56.4 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 24:51 | 16:53 | 16:53 | 21:01 | 36:38 | 36:38 | 19:45 | 14:37 |
 | Witch Blade | 3 | 14.29% | 53.8 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 20:10 | 19:58 | 19:58 | 20:12 | 20:20 | 20:20 | 00:22 | 00:16 |
 | Wind Lace | 14 | 66.67% | 51.3 | 28.57% | -28.57% | +21.43% | +4.76% | -2.97% | 05:18 | -01:29 | 02:44 | 04:43 | 08:21 | 11:41 | 05:37 | 04:09 |
 | Black King Bar | 15 | 71.43% | 48.7 | 26.67% | -40.00% | +23.33% | +23.33% | 0.00% | 24:44 | 15:21 | 18:28 | 24:41 | 29:27 | 34:27 | 10:59 | 08:08 |
 | Heaven's Halberd | 9 | 42.86% | 46.2 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 27:30 | 16:07 | 19:43 | 24:52 | 32:47 | 41:17 | 13:04 | 09:40 |
 | Sange | 10 | 47.62% | 43.6 | 30.00% | -15.45% | -30.00% | +20.00% | 4.38% | 22:22 | 13:08 | 17:46 | 18:27 | 29:11 | 36:16 | 11:25 | 08:27 |
 | Pipe of Insight | 1 | 4.76% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.76% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 23.81% | 35.9 | 40.00% | +2.50% | +60.00% | -40.00% | 0.00% | 29:51 | 22:20 | 22:20 | 33:40 | 34:24 | 36:07 | 12:04 | 08:56 |
 | Phase Boots | 6 | 28.57% | 33.3 | 33.33% | -6.67% | +16.67% | -33.33% | 0.00% | 07:37 | 05:59 | 06:39 | 06:55 | 08:52 | 10:04 | 02:13 | 01:38 |
 | Bottle | 7 | 33.33% | 30.8 | 28.57% | -14.29% | -28.57% | +21.43% | 50.00% | 01:55 | 01:10 | 01:13 | 01:21 | 01:28 | 05:23 | 00:15 | 00:11 |
 | Blink Dagger | 7 | 33.33% | 28.2 | 28.57% | -14.29% | -28.57% | +21.43% | 6.19% | 29:16 | 22:31 | 24:57 | 25:23 | 33:02 | 38:14 | 08:05 | 05:59 |
 | Lotus Orb | 2 | 9.52% | 25.6 | 50.00% | +13.16% | +50.00% | 0.00% | 0.00% | 29:42 | 22:23 | 22:23 | 37:01 | 37:01 | 37:01 | 14:38 | 10:50 |
 | Quelling Blade | 6 | 28.57% | 23.1 | 16.67% | -30.00% | -16.67% | -16.67% | 0.00% | 03:17 | -01:29 | -01:29 | -01:29 | 03:09 | 19:23 | 04:38 | 03:25 |
 | Shiva's Guard | 3 | 14.29% | 20.5 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 31:02 | 28:42 | 28:42 | 30:57 | 33:27 | 33:27 | 04:45 | 03:31 |
 | Eul's Scepter of Divinity | 4 | 19.05% | 17.9 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 17:15 | 10:27 | 10:27 | 14:58 | 16:12 | 27:24 | 05:45 | 04:15 |
 | Urn of Shadows | 1 | 4.76% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:10 | 04:10 | 04:10 | 04:10 | 04:10 | 04:10 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.76% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 00:00 | 00:00 |
 | Bracer | 1 | 4.76% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 00:00 | 00:00 |
 | Power Treads | 1 | 4.76% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Kaya | 3 | 14.29% | 5.1 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 22:25 | 12:21 | 12:21 | 17:36 | 37:19 | 37:19 | 24:58 | 18:29 |
 | Kaya and Sange | 2 | 9.52% | 2.6 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 26:08 | 15:38 | 15:38 | 36:38 | 36:38 | 36:38 | 21:00 | 15:33 |