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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 | |
 | Aghanim's Scepter | 26 | 81.25% | 100.0 | 53.85% | +53.85% | +17.58% | -3.85% | -4.45% | 22:49 | 17:03 | 19:46 | 21:56 | 24:35 | 31:09 | 04:49 | 03:34 |
 | Ghost Scepter | 5 | 15.63% | 96.7 | 80.00% | +42.96% | +20.00% | +20.00% | 0.00% | 28:24 | 22:56 | 22:56 | 28:17 | 30:46 | 32:32 | 07:50 | 05:48 |
 | Ring of Health | 5 | 15.63% | 93.3 | 80.00% | +42.96% | +20.00% | +20.00% | 0.00% | 37:21 | 27:56 | 27:56 | 35:07 | 41:13 | 50:59 | 13:17 | 09:50 |
 | Kaya | 21 | 65.63% | 90.0 | 52.38% | +25.11% | +7.62% | -32.38% | -4.72% | 25:28 | 10:38 | 20:30 | 26:05 | 28:58 | 48:56 | 08:28 | 06:16 |
 | Magic Stick | 30 | 93.75% | 86.7 | 46.67% | +46.67% | +3.33% | +10.47% | 2.19% | 04:14 | 01:46 | 02:23 | 03:00 | 05:39 | 10:08 | 03:16 | 02:25 |
 | Magic Wand | 30 | 93.75% | 83.3 | 46.67% | +46.67% | -21.67% | -18.10% | 1.50% | 06:11 | 03:17 | 04:40 | 05:45 | 07:03 | 15:47 | 02:23 | 01:45 |
 | Sange | 12 | 37.50% | 80.0 | 58.33% | +23.33% | -25.00% | +8.34% | 5.26% | 25:54 | 14:55 | 22:35 | 25:03 | 28:55 | 40:19 | 06:20 | 04:41 |
 | Boots of Speed | 32 | 100.00% | 76.7 | 43.75% | +43.75% | +31.25% | -6.25% | -18.75% | 05:27 | 02:54 | 04:19 | 05:39 | 06:19 | 07:03 | 02:00 | 01:28 |
 | Bottle | 32 | 100.00% | 73.3 | 43.75% | +43.75% | +6.25% | -31.25% | -37.50% | 01:34 | 01:10 | 01:20 | 01:35 | 01:42 | 02:02 | 00:22 | 00:16 |
 | Quelling Blade | 32 | 100.00% | 70.0 | 43.75% | +43.75% | +6.25% | -18.75% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Chainmail | 25 | 78.13% | 66.7 | 44.00% | +1.14% | +22.67% | -27.33% | -13.10% | 11:24 | 07:22 | 08:28 | 10:21 | 12:17 | 29:05 | 03:49 | 02:49 |
 | Kaya and Sange | 11 | 34.38% | 63.3 | 54.55% | +16.45% | -21.22% | +12.12% | 4.90% | 26:39 | 15:16 | 23:01 | 28:28 | 29:49 | 40:22 | 06:48 | 05:02 |
 | Null Talisman | 29 | 90.63% | 60.0 | 41.38% | -25.29% | +30.05% | -12.81% | -36.22% | 04:36 | 02:47 | 03:49 | 04:33 | 05:00 | 07:27 | 01:11 | 00:52 |
 | Witch Blade | 20 | 62.50% | 56.7 | 45.00% | +3.33% | +15.00% | -45.00% | -21.95% | 14:48 | 10:38 | 12:31 | 13:38 | 15:15 | 29:07 | 02:44 | 02:01 |
 | Aghanim's Shard | 12 | 37.50% | 53.3 | 50.00% | +10.00% | +16.67% | -16.67% | -5.32% | 31:26 | 23:56 | 26:20 | 29:17 | 32:36 | 47:59 | 06:16 | 04:38 |
 | Void Stone | 12 | 37.50% | 50.0 | 50.00% | +10.00% | -16.67% | +50.00% | 3.26% | 23:35 | 08:31 | 11:02 | 15:40 | 31:30 | 50:59 | 20:28 | 15:09 |
 | Refresher Orb | 2 | 6.25% | 46.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 47:53 | 44:45 | 44:45 | 51:00 | 51:00 | 51:00 | 06:15 | 04:37 |
 | Black King Bar | 6 | 18.75% | 43.3 | 50.00% | +7.69% | -50.00% | +50.00% | 0.00% | 36:39 | 34:14 | 35:15 | 35:22 | 36:48 | 41:51 | 01:33 | 01:08 |
 | Phase Boots | 10 | 31.25% | 40.0 | 40.00% | -5.45% | +26.67% | -40.00% | -57.15% | 08:54 | 08:04 | 08:16 | 08:38 | 09:26 | 10:43 | 01:10 | 00:51 |
 | Linken's Sphere | 3 | 9.38% | 36.7 | 66.67% | +25.29% | +33.33% | 0.00% | 0.00% | 32:18 | 30:05 | 30:05 | 31:30 | 35:20 | 35:20 | 05:15 | 03:53 |
 | Ethereal Blade | 3 | 9.38% | 33.3 | 66.67% | +25.29% | -66.67% | 0.00% | 0.00% | 30:56 | 28:37 | 28:37 | 31:06 | 33:05 | 33:05 | 04:28 | 03:18 |
 | Dagon | 1 | 3.13% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.13% | 26.7 | 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 |
 | Dagon (level 2) | 1 | 3.13% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 00:00 | 00:00 |
 | Crown | 1 | 3.13% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.13% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 7 | 21.88% | 13.3 | 28.57% | -19.43% | -28.57% | -28.57% | 0.00% | 16:49 | 13:44 | 14:01 | 15:40 | 16:17 | 24:09 | 02:16 | 01:40 |
 | Wind Lace | 7 | 21.88% | 10.0 | 28.57% | -19.43% | +21.43% | -28.57% | 0.00% | 14:26 | 07:22 | 12:05 | 13:19 | 13:41 | 23:30 | 01:36 | 01:11 |
 | Aeon Disk | 2 | 6.25% | 6.7 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 33:52 | 27:16 | 27:16 | 40:27 | 40:27 | 40:27 | 13:11 | 09:45 |
 | Power Treads | 2 | 6.25% | 3.3 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 08:08 | 07:58 | 07:58 | 08:18 | 08:18 | 08:18 | 00:20 | 00:14 |