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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 | |
 | Octarine Core | 10 | 37.04% | 100.0 | 60.00% | +48.24% | -26.67% | -10.00% | 1.64% | 32:45 | 23:38 | 25:30 | 33:17 | 35:40 | 49:45 | 10:10 | 07:31 |
 | Aghanim's Scepter | 17 | 62.96% | 97.1 | 47.06% | +47.06% | +27.94% | -22.06% | -5.52% | 28:55 | 19:35 | 23:05 | 27:58 | 32:08 | 44:18 | 09:03 | 06:42 |
 | Ring of Health | 4 | 14.81% | 94.1 | 75.00% | +53.26% | +25.00% | -75.00% | 0.00% | 44:20 | 36:16 | 36:16 | 40:57 | 49:12 | 50:54 | 12:56 | 09:34 |
 | Refresher Orb | 4 | 14.81% | 91.2 | 75.00% | +53.26% | +25.00% | +25.00% | 0.00% | 46:20 | 38:37 | 38:37 | 43:24 | 50:54 | 52:23 | 12:17 | 09:05 |
 | Boots of Travel | 7 | 25.93% | 88.2 | 57.14% | +37.14% | -7.14% | +42.86% | 4.89% | 37:01 | 30:05 | 30:05 | 36:47 | 40:19 | 46:44 | 10:14 | 07:34 |
 | Boots of Speed | 27 | 100.00% | 85.3 | 29.63% | +29.63% | -1.06% | -1.06% | 0.00% | 04:06 | -01:28 | 03:12 | 03:47 | 04:58 | 08:09 | 01:46 | 01:18 |
 | Arcane Boots | 27 | 100.00% | 82.4 | 29.63% | +29.63% | -1.06% | -15.34% | -5.36% | 07:58 | 04:29 | 05:31 | 06:50 | 08:11 | 21:33 | 02:40 | 01:58 |
 | Magic Wand | 18 | 66.67% | 79.4 | 33.33% | +11.11% | -13.33% | -8.33% | 1.16% | 06:06 | -01:29 | 03:21 | 06:26 | 07:39 | 12:50 | 04:18 | 03:11 |
 | Aghanim's Shard | 24 | 88.89% | 76.5 | 29.17% | -4.16% | +20.83% | -29.17% | -36.14% | 16:19 | 15:00 | 15:01 | 15:35 | 16:24 | 28:04 | 01:23 | 01:01 |
 | Magic Stick | 19 | 70.37% | 73.5 | 31.58% | +6.58% | -31.58% | +28.42% | 51.43% | 02:31 | -01:29 | -01:29 | 02:08 | 02:39 | 10:03 | 04:08 | 03:03 |
 | Bottle | 20 | 74.07% | 70.6 | 30.00% | +1.43% | -10.00% | -10.00% | 0.00% | 01:19 | 00:58 | 01:09 | 01:14 | 01:23 | 02:21 | 00:14 | 00:10 |
 | Boots of Travel 2 | 3 | 11.11% | 67.6 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 52:23 | 45:06 | 45:06 | 55:46 | 56:17 | 56:17 | 11:11 | 08:17 |
 | Kaya | 22 | 81.48% | 64.7 | 27.27% | -12.73% | -10.60% | -7.27% | 1.64% | 12:39 | 07:15 | 11:32 | 12:25 | 13:34 | 20:21 | 02:02 | 01:30 |
 | Aether Lens | 22 | 81.48% | 61.8 | 27.27% | -12.73% | -10.60% | -7.27% | 0.30% | 24:09 | 13:59 | 19:15 | 21:44 | 30:31 | 37:14 | 11:16 | 08:20 |
 | Void Stone | 22 | 81.48% | 58.8 | 27.27% | -12.73% | -10.60% | -7.27% | 0.26% | 23:31 | 13:23 | 17:32 | 20:24 | 30:28 | 36:03 | 12:56 | 09:34 |
 | Ghost Scepter | 13 | 48.15% | 55.9 | 30.77% | +2.20% | +2.56% | +2.56% | 0.00% | 27:18 | 18:33 | 20:36 | 23:16 | 30:25 | 54:40 | 09:49 | 07:16 |
 | Ethereal Blade | 13 | 48.15% | 52.9 | 30.77% | +2.20% | +35.90% | +2.56% | -3.35% | 30:30 | 21:31 | 23:48 | 25:03 | 33:46 | 54:40 | 09:58 | 07:22 |
 | Wind Lace | 10 | 37.04% | 50.0 | 30.00% | +0.59% | +3.33% | -30.00% | -2.90% | 14:21 | 02:20 | 05:41 | 07:01 | 17:11 | 49:48 | 11:30 | 08:31 |
 | Veil of Discord | 1 | 3.70% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 3.70% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:51 | 44:51 | 44:51 | 44:51 | 44:51 | 44:51 | 00:00 | 00:00 |
 | Crown | 1 | 3.70% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.70% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 18.52% | 35.3 | 40.00% | +12.73% | -40.00% | -40.00% | 0.00% | 37:06 | 26:12 | 26:12 | 43:07 | 43:44 | 44:09 | 17:32 | 12:59 |
 | Null Talisman | 9 | 33.33% | 32.4 | 22.22% | -11.11% | -22.22% | +27.78% | 22.90% | 04:10 | 02:21 | 02:27 | 03:55 | 04:38 | 09:06 | 02:11 | 01:37 |
 | Wind Waker | 2 | 7.41% | 29.4 | 50.00% | +22.00% | +50.00% | 0.00% | 0.00% | 51:44 | 51:33 | 51:33 | 51:54 | 51:54 | 51:54 | 00:21 | 00:15 |
 | Black King Bar | 2 | 7.41% | 26.5 | 50.00% | +22.00% | -50.00% | 0.00% | 0.00% | 38:30 | 35:57 | 35:57 | 41:02 | 41:02 | 41:02 | 05:05 | 03:45 |
 | Force Staff | 2 | 7.41% | 23.5 | 50.00% | +22.00% | +50.00% | 0.00% | 0.00% | 23:33 | 21:41 | 21:41 | 25:25 | 25:25 | 25:25 | 03:44 | 02:45 |
 | Eul's Scepter of Divinity | 2 | 7.41% | 20.6 | 50.00% | +22.00% | -50.00% | 0.00% | 0.00% | 51:04 | 50:35 | 50:35 | 51:33 | 51:33 | 51:33 | 00:58 | 00:42 |
 | Kaya and Sange | 4 | 14.81% | 17.6 | 25.00% | -5.43% | -25.00% | +75.00% | 0.00% | 20:14 | 14:41 | 14:41 | 18:21 | 18:30 | 29:22 | 03:49 | 02:49 |
 | Fluffy Hat | 4 | 14.81% | 14.7 | 25.00% | -5.43% | -25.00% | -25.00% | 0.00% | 13:24 | 06:15 | 06:15 | 07:38 | 16:46 | 22:58 | 10:31 | 07:47 |
 | Sange | 4 | 14.81% | 11.8 | 25.00% | -5.43% | -25.00% | +75.00% | 0.00% | 20:03 | 14:39 | 14:39 | 18:00 | 18:30 | 29:02 | 03:51 | 02:51 |
 | Aghanim's Blessing | 1 | 3.70% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.70% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:18 | 58:18 | 58:18 | 58:18 | 58:18 | 58:18 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.70% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 |