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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 Shard | 7 | 36.84% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:18 | 16:46 | 20:26 | 22:09 | 25:30 | 38:40 | 05:04 | 03:45 |
 | Lotus Orb | 7 | 36.84% | 96.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:12 | 13:59 | 14:57 | 22:53 | 24:40 | 25:58 | 09:43 | 07:11 |
 | Sange | 16 | 84.21% | 92.3 | 81.25% | +81.25% | +18.75% | -6.25% | -3.98% | 17:27 | 12:43 | 14:17 | 16:27 | 20:34 | 21:23 | 06:17 | 04:39 |
 | Void Stone | 12 | 63.16% | 88.5 | 83.33% | +40.47% | -16.66% | +16.67% | 0.00% | 18:13 | 11:39 | 13:57 | 15:38 | 21:39 | 25:53 | 07:42 | 05:42 |
 | Kaya and Sange | 15 | 78.95% | 84.6 | 80.00% | +55.00% | +20.00% | -30.00% | -13.45% | 20:31 | 15:45 | 17:50 | 20:17 | 21:33 | 28:16 | 03:43 | 02:45 |
 | Magic Stick | 16 | 84.21% | 80.8 | 75.00% | +41.67% | 0.00% | -25.00% | -9.93% | 03:01 | -01:29 | 00:46 | 01:19 | 03:17 | 13:16 | 02:31 | 01:51 |
 | Ring of Health | 18 | 94.74% | 76.9 | 72.22% | +72.22% | +7.78% | +27.78% | 10.53% | 10:05 | 03:33 | 09:09 | 09:58 | 11:03 | 19:31 | 01:54 | 01:24 |
 | Magic Wand | 15 | 78.95% | 73.1 | 73.33% | +23.33% | +1.67% | -23.33% | -7.25% | 07:39 | 02:47 | 05:59 | 07:16 | 09:26 | 13:16 | 03:27 | 02:33 |
 | Bracer | 12 | 63.16% | 69.2 | 75.00% | +17.86% | -8.33% | +25.00% | 0.00% | 03:08 | 01:54 | 02:16 | 02:44 | 03:03 | 08:05 | 00:47 | 00:34 |
 | Ring of Protection | 19 | 100.00% | 65.4 | 68.42% | +68.42% | -28.42% | +11.58% | 10.34% | 02:22 | -01:29 | -01:29 | 02:43 | 05:21 | 07:35 | 06:50 | 05:03 |
 | Boots of Speed | 19 | 100.00% | 61.5 | 68.42% | +68.42% | -8.42% | +31.58% | 18.32% | 05:32 | 01:51 | 04:16 | 04:46 | 06:27 | 10:15 | 02:11 | 01:37 |
 | Arcane Boots | 19 | 100.00% | 57.7 | 68.42% | +68.42% | +11.58% | -8.42% | -6.52% | 08:23 | 05:43 | 06:22 | 07:27 | 09:26 | 12:26 | 03:04 | 02:16 |
 | Soul Ring | 19 | 100.00% | 53.8 | 68.42% | +68.42% | -8.42% | +11.58% | 7.84% | 05:12 | 02:26 | 03:39 | 04:58 | 06:12 | 09:15 | 02:33 | 01:53 |
 | Quelling Blade | 19 | 100.00% | 50.0 | 68.42% | +68.42% | -48.42% | +11.58% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Hood of Defiance | 16 | 84.21% | 46.2 | 68.75% | +2.08% | +6.25% | -18.75% | -15.15% | 10:30 | 08:57 | 09:33 | 10:25 | 11:12 | 12:49 | 01:39 | 01:13 |
 | Kaya | 18 | 94.74% | 42.3 | 66.67% | -33.33% | +13.33% | -16.67% | -7.76% | 19:04 | 13:58 | 16:10 | 18:25 | 20:02 | 28:13 | 03:52 | 02:51 |
 | Black King Bar | 6 | 31.58% | 38.5 | 83.33% | +21.79% | -33.33% | +16.67% | 0.00% | 30:22 | 23:29 | 25:48 | 26:53 | 37:00 | 37:41 | 11:12 | 08:17 |
 | Aghanim's Scepter | 6 | 31.58% | 34.6 | 83.33% | +21.79% | +16.67% | +16.67% | 0.00% | 30:03 | 25:18 | 29:20 | 29:34 | 31:45 | 34:15 | 02:25 | 01:47 |
 | Blink Dagger | 8 | 42.11% | 30.8 | 75.00% | +11.36% | +25.00% | -75.00% | 0.00% | 29:35 | 19:20 | 23:18 | 28:00 | 33:04 | 40:09 | 09:46 | 07:14 |
 | Shiva's Guard | 2 | 10.53% | 26.9 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 31:18 | 29:09 | 29:09 | 33:26 | 33:26 | 33:26 | 04:17 | 03:10 |
 | Wind Lace | 5 | 26.32% | 23.1 | 60.00% | -11.43% | +40.00% | -60.00% | 0.00% | 14:23 | 12:39 | 12:39 | 13:58 | 15:31 | 16:35 | 02:52 | 02:07 |
 | Eul's Scepter of Divinity | 5 | 26.32% | 19.2 | 60.00% | -11.43% | +40.00% | -60.00% | 0.00% | 15:46 | 14:05 | 14:05 | 15:55 | 16:52 | 17:01 | 02:47 | 02:03 |
 | Orb of Venom | 1 | 5.26% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.26% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Wind Waker | 1 | 5.26% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 5.26% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 00:00 | 00:00 |