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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 | |
 | Ring of Health | 4 | 12.50% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 42:17 | 36:43 | 36:43 | 37:21 | 44:17 | 50:46 | 07:34 | 05:36 |
 | Void Stone | 14 | 43.75% | 97.2 | 64.29% | +36.51% | +10.71% | +2.38% | -1.06% | 16:17 | 08:43 | 10:51 | 12:28 | 18:41 | 37:21 | 07:50 | 05:48 |
 | Kaya and Sange | 12 | 37.50% | 94.4 | 66.67% | +36.67% | -33.34% | +33.33% | 6.72% | 24:43 | 15:13 | 18:22 | 23:10 | 28:17 | 35:54 | 09:55 | 07:20 |
 | Sange | 12 | 37.50% | 91.7 | 66.67% | +36.67% | 0.00% | +33.33% | 3.46% | 23:36 | 15:01 | 18:03 | 22:20 | 27:41 | 35:23 | 09:38 | 07:08 |
 | Shiva's Guard | 3 | 9.38% | 88.9 | 100.00% | +62.07% | 0.00% | 0.00% | 0.00% | 33:48 | 30:18 | 30:18 | 33:25 | 37:40 | 37:40 | 07:22 | 05:27 |
 | Magic Wand | 27 | 84.38% | 86.1 | 51.85% | +51.85% | -8.99% | -8.99% | 0.00% | 05:55 | -01:29 | 04:44 | 05:57 | 07:05 | 11:25 | 02:21 | 01:44 |
 | Aghanim's Scepter | 28 | 87.50% | 83.3 | 50.00% | +50.00% | +21.43% | -7.14% | -5.46% | 24:47 | 18:26 | 21:35 | 24:00 | 26:49 | 34:35 | 05:14 | 03:52 |
 | Magic Stick | 28 | 87.50% | 80.6 | 50.00% | +50.00% | +7.14% | -35.71% | -12.36% | 04:24 | -01:29 | 02:17 | 04:15 | 05:45 | 11:24 | 03:28 | 02:34 |
 | Kaya | 21 | 65.63% | 77.8 | 52.38% | +25.11% | -12.38% | +27.62% | 3.39% | 20:35 | 10:21 | 12:57 | 20:16 | 24:46 | 43:46 | 11:49 | 08:45 |
 | Bottle | 31 | 96.88% | 75.0 | 45.16% | +45.16% | +17.34% | -20.16% | -37.50% | 01:39 | 01:01 | 01:22 | 01:35 | 01:45 | 04:11 | 00:23 | 00:17 |
 | Boots of Speed | 32 | 100.00% | 72.2 | 43.75% | +43.75% | -6.25% | -6.25% | 0.00% | 05:03 | 01:23 | 03:56 | 04:50 | 06:14 | 07:21 | 02:18 | 01:42 |
 | Null Talisman | 29 | 90.63% | 69.4 | 44.83% | +11.50% | +12.31% | -16.26% | -14.78% | 04:40 | 02:20 | 03:37 | 04:30 | 05:33 | 09:44 | 01:56 | 01:25 |
 | Quelling Blade | 30 | 93.75% | 66.7 | 43.33% | -6.67% | -5.83% | -0.47% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Chainmail | 13 | 40.63% | 63.9 | 53.85% | +17.01% | +12.82% | -53.85% | -18.87% | 11:00 | 06:55 | 08:55 | 10:45 | 12:27 | 15:17 | 03:32 | 02:37 |
 | Witch Blade | 9 | 28.13% | 61.1 | 55.56% | +16.43% | +44.44% | -55.56% | -37.50% | 13:48 | 10:15 | 12:33 | 14:20 | 15:13 | 15:41 | 02:40 | 01:58 |
 | Eul's Scepter of Divinity | 9 | 28.13% | 58.3 | 55.56% | +16.43% | -5.56% | -5.56% | 0.00% | 14:46 | 12:27 | 12:28 | 13:06 | 15:04 | 21:06 | 02:36 | 01:55 |
 | Linken's Sphere | 2 | 6.25% | 55.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 40:56 | 37:21 | 37:21 | 44:31 | 44:31 | 44:31 | 07:10 | 05:18 |
 | Orchid Malevolence | 2 | 6.25% | 52.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 14:17 | 13:30 | 13:30 | 15:03 | 15:03 | 15:03 | 01:33 | 01:08 |
 | Refresher Orb | 2 | 6.25% | 50.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 43:51 | 36:45 | 36:45 | 50:57 | 50:57 | 50:57 | 14:12 | 10:31 |
 | Ghost Scepter | 5 | 15.63% | 47.2 | 60.00% | +19.26% | -60.00% | +40.00% | 0.00% | 25:11 | 15:32 | 15:32 | 27:09 | 31:14 | 35:18 | 15:42 | 11:37 |
 | Black King Bar | 5 | 15.63% | 44.4 | 60.00% | +19.26% | +40.00% | -60.00% | 0.00% | 35:35 | 32:00 | 32:00 | 35:39 | 37:15 | 40:00 | 05:15 | 03:53 |
 | Wind Lace | 12 | 37.50% | 41.7 | 41.67% | -3.33% | -41.67% | +25.00% | 16.53% | 11:26 | 02:12 | 08:35 | 10:40 | 12:37 | 19:29 | 04:02 | 02:59 |
 | Aghanim's Shard | 12 | 37.50% | 38.9 | 41.67% | -3.33% | +25.00% | -8.34% | -2.58% | 33:15 | 25:11 | 27:31 | 29:14 | 40:25 | 44:20 | 12:54 | 09:33 |
 | Phase Boots | 6 | 18.75% | 36.1 | 50.00% | +7.69% | 0.00% | +50.00% | 31.25% | 10:13 | 07:23 | 08:58 | 09:34 | 10:34 | 15:09 | 01:36 | 01:11 |
 | Ethereal Blade | 4 | 12.50% | 33.3 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 26:57 | 17:04 | 17:04 | 18:52 | 28:03 | 43:49 | 10:59 | 08:08 |
 | Aether Lens | 1 | 3.13% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.13% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.13% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 6.25% | 22.2 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 07:42 | 07:05 | 07:05 | 08:18 | 08:18 | 08:18 | 01:13 | 00:54 |
 | Spirit Vessel | 2 | 6.25% | 19.4 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 13:44 | 10:58 | 10:58 | 16:29 | 16:29 | 16:29 | 05:31 | 04:05 |
 | Ring of Protection | 2 | 6.25% | 16.7 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 07:13 | 06:08 | 06:08 | 08:18 | 08:18 | 08:18 | 02:10 | 01:36 |
 | Arcane Boots | 1 | 3.13% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.13% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.13% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.13% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.13% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:22 | 55:22 | 55:22 | 55:22 | 55:22 | 55:22 | 00:00 | 00:00 |