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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 | |
 | Refresher Orb | 18 | 22.22% | 100.0 | 77.78% | +39.68% | -17.78% | +22.22% | 5.50% | 41:35 | 32:48 | 37:46 | 42:09 | 45:02 | 49:58 | 07:16 | 05:22 |
 | Ring of Health | 21 | 25.93% | 97.6 | 66.67% | +26.67% | -26.67% | +13.33% | 4.43% | 39:01 | 29:24 | 34:04 | 39:01 | 43:06 | 49:48 | 09:02 | 06:41 |
 | Aether Lens | 45 | 55.56% | 95.1 | 57.78% | +24.45% | -12.33% | +14.95% | 3.18% | 27:41 | 13:02 | 22:20 | 26:00 | 30:55 | 53:56 | 08:35 | 06:21 |
 | Void Stone | 52 | 64.20% | 92.7 | 55.77% | +24.74% | -17.31% | +13.46% | 3.77% | 27:01 | 11:03 | 23:13 | 25:58 | 31:23 | 45:13 | 08:10 | 06:02 |
 | Aghanim's Scepter | 50 | 61.73% | 90.2 | 56.00% | +23.74% | -9.85% | -22.67% | -2.47% | 28:16 | 18:41 | 25:42 | 26:52 | 30:54 | 45:05 | 05:12 | 03:51 |
 | Octarine Core | 17 | 20.99% | 87.8 | 64.71% | +22.52% | -39.71% | +10.29% | 3.87% | 38:15 | 23:02 | 32:11 | 34:51 | 45:06 | 58:03 | 12:55 | 09:34 |
 | Aghanim's Shard | 79 | 97.53% | 85.4 | 48.10% | +48.10% | -18.10% | +1.90% | 6.94% | 17:18 | 15:00 | 15:21 | 16:35 | 18:14 | 29:33 | 02:53 | 02:08 |
 | Arcane Boots | 77 | 95.06% | 82.9 | 48.05% | +23.05% | +4.58% | -0.68% | -1.02% | 09:47 | 04:55 | 06:56 | 08:33 | 12:06 | 20:00 | 05:10 | 03:49 |
 | Boots of Speed | 81 | 100.00% | 80.5 | 46.91% | +46.91% | -6.91% | +3.09% | 3.70% | 05:53 | 02:10 | 04:04 | 05:03 | 06:46 | 12:28 | 02:42 | 02:00 |
 | Sange | 27 | 33.33% | 78.0 | 55.56% | +12.97% | +1.58% | +1.58% | 0.00% | 19:08 | 11:59 | 15:59 | 18:49 | 20:23 | 36:47 | 04:24 | 03:15 |
 | Kaya and Sange | 27 | 33.33% | 75.6 | 55.56% | +12.97% | +1.58% | +1.58% | 0.00% | 19:20 | 11:59 | 16:13 | 18:49 | 20:43 | 36:53 | 04:30 | 03:20 |
 | Fluffy Hat | 12 | 14.81% | 73.2 | 66.67% | +23.19% | 0.00% | -33.34% | -2.60% | 20:54 | 07:31 | 12:09 | 18:12 | 24:58 | 37:10 | 12:49 | 09:29 |
 | Ring of Basilius | 23 | 28.40% | 70.7 | 56.52% | +13.42% | -6.52% | +10.15% | 2.84% | 05:26 | -01:29 | -01:28 | 03:49 | 07:20 | 22:16 | 08:48 | 06:31 |
 | Magic Stick | 63 | 77.78% | 68.3 | 46.03% | -3.97% | +10.22% | -8.53% | -3.26% | 03:34 | -01:29 | 00:04 | 02:15 | 05:49 | 17:55 | 05:45 | 04:15 |
 | Null Talisman | 42 | 51.85% | 65.9 | 47.62% | +1.47% | +6.93% | -7.62% | -6.72% | 03:58 | -01:29 | 02:46 | 03:30 | 04:56 | 08:47 | 02:10 | 01:36 |
 | Magic Wand | 50 | 61.73% | 63.4 | 46.00% | -2.39% | +0.15% | -4.33% | -0.86% | 07:30 | 00:31 | 03:52 | 06:47 | 09:03 | 22:08 | 05:11 | 03:50 |
 | Kaya | 48 | 59.26% | 61.0 | 45.83% | -2.65% | -12.50% | -4.16% | 2.83% | 16:34 | 08:58 | 11:48 | 12:48 | 14:45 | 55:54 | 02:57 | 02:11 |
 | Ghost Scepter | 11 | 13.58% | 58.5 | 63.64% | +19.35% | +3.03% | +36.36% | 0.00% | 31:02 | 19:34 | 24:38 | 29:05 | 33:30 | 49:44 | 08:52 | 06:34 |
 | Bottle | 39 | 48.15% | 56.1 | 46.15% | -1.47% | -6.15% | -6.15% | 0.00% | 01:22 | 00:29 | 01:10 | 01:17 | 01:28 | 02:33 | 00:18 | 00:13 |
 | Wind Lace | 16 | 19.75% | 53.7 | 56.25% | +11.63% | +18.75% | -6.25% | -1.84% | 17:32 | -00:23 | 07:14 | 08:42 | 20:51 | 59:28 | 13:37 | 10:05 |
 | Ethereal Blade | 7 | 8.64% | 51.2 | 71.43% | +26.84% | -21.43% | +28.57% | 0.00% | 36:10 | 20:17 | 26:42 | 32:15 | 37:26 | 56:56 | 10:44 | 07:57 |
 | Force Staff | 10 | 12.35% | 48.8 | 60.00% | +14.93% | +6.67% | -60.00% | 0.00% | 24:34 | 13:06 | 18:45 | 24:58 | 30:17 | 37:10 | 11:32 | 08:32 |
 | Blink Dagger | 14 | 17.28% | 46.3 | 50.00% | +3.73% | -25.00% | +16.67% | 2.84% | 32:58 | 22:16 | 25:28 | 28:13 | 40:08 | 50:44 | 14:40 | 10:51 |
 | Veil of Discord | 9 | 11.11% | 43.9 | 55.56% | +9.73% | -5.56% | -5.56% | 0.00% | 18:33 | 10:52 | 15:20 | 18:16 | 21:02 | 25:05 | 05:42 | 04:13 |
 | Crown | 9 | 11.11% | 41.5 | 55.56% | +9.73% | -5.56% | -5.56% | 0.00% | 16:52 | 07:40 | 12:57 | 16:41 | 20:44 | 23:49 | 07:47 | 05:45 |
 | Aeon Disk | 4 | 4.94% | 39.0 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 39:03 | 34:15 | 34:15 | 35:49 | 38:08 | 48:01 | 03:53 | 02:52 |
 | Overwhelming Blink | 2 | 2.47% | 36.6 | 100.00% | +54.43% | 0.00% | 0.00% | 0.00% | 52:38 | 43:55 | 43:55 | 1:01:20 | 1:01:20 | 1:01:20 | 17:25 | 12:54 |
 | Aghanim's Blessing | 3 | 3.70% | 34.1 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 53:29 | 48:37 | 48:37 | 53:13 | 58:37 | 58:37 | 10:00 | 07:24 |
 | Arcane Blink | 1 | 1.23% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.23% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 2.47% | 26.8 | 50.00% | +3.16% | -50.00% | 0.00% | 0.00% | 14:08 | 08:49 | 08:49 | 19:26 | 19:26 | 19:26 | 10:37 | 07:51 |
 | Black King Bar | 2 | 2.47% | 24.4 | 50.00% | +3.16% | -50.00% | 0.00% | 0.00% | 32:45 | 31:44 | 31:44 | 33:46 | 33:46 | 33:46 | 02:02 | 01:30 |
 | Linken's Sphere | 3 | 3.70% | 22.0 | 33.33% | -14.11% | +66.67% | 0.00% | 0.00% | 42:53 | 36:38 | 36:38 | 43:02 | 48:58 | 48:58 | 12:20 | 09:08 |
 | Glimmer Cape | 3 | 3.70% | 19.5 | 33.33% | -14.11% | -33.33% | 0.00% | 0.00% | 36:28 | 30:41 | 30:41 | 34:25 | 44:19 | 44:19 | 13:38 | 10:05 |
 | Eul's Scepter of Divinity | 4 | 4.94% | 17.1 | 25.00% | -23.05% | -25.00% | +75.00% | 0.00% | 41:54 | 22:46 | 22:46 | 25:36 | 59:05 | 60:08 | 36:19 | 26:54 |
 | Yasha | 1 | 1.23% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.23% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.23% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 2.47% | 7.3 | 0.00% | -48.10% | 0.00% | 0.00% | 0.00% | 10:12 | 06:56 | 06:56 | 13:28 | 13:28 | 13:28 | 06:32 | 04:50 |
 | Headdress | 2 | 2.47% | 4.9 | 0.00% | -48.10% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Wind Waker | 1 | 1.23% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 00:00 | 00:00 |