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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 | |
 | Ethereal Blade | 10 | 13.51% | 100.0 | 70.00% | +34.06% | +30.00% | +30.00% | 0.00% | 29:58 | 18:31 | 22:14 | 26:12 | 33:10 | 53:15 | 10:56 | 08:05 |
 | Octarine Core | 17 | 22.97% | 97.2 | 58.82% | +23.73% | -8.82% | -8.82% | 0.00% | 36:02 | 17:14 | 28:55 | 36:38 | 37:58 | 55:33 | 09:03 | 06:42 |
 | Aether Lens | 36 | 48.65% | 94.4 | 50.00% | +18.42% | +5.56% | +27.78% | 2.04% | 28:17 | 13:22 | 22:07 | 26:21 | 33:01 | 51:23 | 10:54 | 08:04 |
 | Void Stone | 44 | 59.46% | 91.7 | 47.73% | +17.73% | +15.91% | -2.28% | -1.36% | 25:01 | 08:41 | 18:07 | 25:03 | 31:31 | 44:02 | 13:24 | 09:55 |
 | Magic Wand | 44 | 59.46% | 88.9 | 47.73% | +17.73% | -2.28% | +6.82% | 2.17% | 05:58 | -01:29 | 03:23 | 04:44 | 07:35 | 23:04 | 04:12 | 03:06 |
 | Magic Stick | 50 | 67.57% | 86.1 | 46.00% | +16.83% | +0.15% | -4.33% | -1.51% | 03:25 | -01:29 | 01:39 | 02:16 | 04:37 | 19:24 | 02:58 | 02:11 |
 | Arcane Boots | 69 | 93.24% | 83.3 | 42.03% | +22.03% | -6.74% | -0.85% | 1.75% | 08:35 | 04:36 | 06:32 | 07:39 | 09:54 | 23:07 | 03:22 | 02:29 |
 | Aghanim's Shard | 67 | 90.54% | 80.6 | 41.79% | +13.22% | +11.15% | -18.26% | -8.69% | 17:38 | 15:00 | 15:29 | 16:53 | 18:52 | 30:40 | 03:23 | 02:30 |
 | Sange | 26 | 35.14% | 77.8 | 50.00% | +14.58% | -7.14% | -16.67% | -1.43% | 19:50 | 13:10 | 15:32 | 18:36 | 22:11 | 34:58 | 06:39 | 04:55 |
 | Kaya and Sange | 26 | 35.14% | 75.0 | 50.00% | +14.58% | -7.14% | -16.67% | -1.43% | 19:59 | 13:10 | 15:32 | 18:36 | 22:11 | 35:19 | 06:39 | 04:55 |
 | Aghanim's Scepter | 42 | 56.76% | 72.2 | 45.24% | +10.86% | -8.88% | -5.24% | 0.56% | 26:26 | 16:45 | 22:53 | 27:06 | 29:20 | 35:54 | 06:27 | 04:46 |
 | Kaya | 56 | 75.68% | 69.4 | 42.86% | +9.53% | 0.00% | 0.00% | 0.00% | 16:45 | 09:27 | 11:11 | 13:04 | 19:37 | 46:59 | 08:26 | 06:14 |
 | Boots of Speed | 74 | 100.00% | 66.7 | 40.54% | +40.54% | -8.96% | -1.65% | 3.18% | 04:59 | -01:29 | 03:46 | 04:35 | 06:04 | 11:33 | 02:18 | 01:42 |
 | Bottle | 48 | 64.86% | 63.9 | 43.75% | +9.13% | -18.75% | +6.25% | 25.00% | 01:15 | 00:16 | 01:05 | 01:15 | 01:28 | 01:46 | 00:23 | 00:17 |
 | Blink Dagger | 7 | 9.46% | 61.1 | 71.43% | +34.12% | +28.57% | -21.43% | 0.00% | 37:40 | 21:03 | 30:06 | 34:56 | 42:29 | 57:41 | 12:23 | 09:10 |
 | Ghost Scepter | 12 | 16.22% | 58.3 | 58.33% | +21.23% | +41.67% | +8.34% | -2.94% | 28:15 | 16:54 | 20:42 | 26:05 | 32:02 | 44:38 | 11:20 | 08:23 |
 | Fluffy Hat | 10 | 13.51% | 55.6 | 60.00% | +22.50% | +6.67% | -10.00% | 0.00% | 20:21 | 05:35 | 08:40 | 22:23 | 26:22 | 37:05 | 17:42 | 13:06 |
 | Null Talisman | 30 | 40.54% | 52.8 | 43.33% | +4.69% | -5.83% | -14.76% | -4.39% | 04:33 | 01:16 | 03:07 | 04:01 | 05:09 | 11:30 | 02:02 | 01:30 |
 | Force Staff | 8 | 10.81% | 50.0 | 62.50% | +24.62% | +37.50% | -62.50% | 0.00% | 26:08 | 13:21 | 15:38 | 26:22 | 30:50 | 37:05 | 15:12 | 11:15 |
 | Wind Lace | 19 | 25.68% | 47.2 | 47.37% | +9.19% | -7.37% | +12.63% | 5.33% | 11:15 | 03:40 | 05:39 | 07:36 | 09:24 | 55:51 | 03:45 | 02:46 |
 | Refresher Orb | 13 | 17.57% | 44.4 | 46.15% | +6.81% | -12.82% | +20.52% | 6.29% | 37:58 | 28:51 | 34:00 | 38:50 | 39:18 | 48:34 | 05:18 | 03:55 |
 | Eul's Scepter of Divinity | 7 | 9.46% | 41.7 | 57.14% | +18.33% | +42.86% | -7.14% | 0.00% | 20:01 | 12:18 | 12:32 | 14:07 | 15:09 | 56:02 | 02:37 | 01:56 |
 | Ring of Health | 17 | 22.97% | 38.9 | 41.18% | +0.83% | +8.82% | +8.82% | 0.00% | 34:07 | 23:31 | 29:13 | 32:52 | 38:02 | 48:03 | 08:49 | 06:31 |
 | Aghanim's Blessing | 3 | 4.05% | 36.1 | 66.67% | +27.23% | +33.33% | 0.00% | 0.00% | 55:06 | 51:24 | 51:24 | 56:13 | 57:40 | 57:40 | 06:16 | 04:38 |
 | Ring of Basilius | 7 | 9.46% | 33.3 | 42.86% | +2.56% | -42.86% | -42.86% | 0.00% | 05:05 | 02:41 | 03:34 | 04:10 | 04:56 | 08:39 | 01:22 | 01:00 |
 | Black King Bar | 7 | 9.46% | 30.6 | 42.86% | +2.56% | +7.14% | +7.14% | 0.00% | 31:49 | 18:09 | 26:55 | 34:01 | 34:34 | 43:55 | 07:39 | 05:40 |
 | Scythe of Vyse | 1 | 1.35% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.35% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.35% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 4.05% | 19.4 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 09:54 | 04:55 | 04:55 | 11:36 | 13:11 | 13:11 | 08:16 | 06:07 |
 | Crown | 3 | 4.05% | 16.7 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 09:49 | 04:08 | 04:08 | 10:47 | 14:33 | 14:33 | 10:25 | 07:42 |
 | Veil of Discord | 3 | 4.05% | 13.9 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 12:44 | 08:22 | 08:22 | 13:44 | 16:06 | 16:06 | 07:44 | 05:43 |
 | Glimmer Cape | 1 | 1.35% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.70% | 8.3 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 37:08 | 30:09 | 30:09 | 44:07 | 44:07 | 44:07 | 13:58 | 10:20 |
 | Soul Ring | 2 | 2.70% | 5.6 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 07:09 | 04:49 | 04:49 | 09:29 | 09:29 | 09:29 | 04:40 | 03:27 |
 | Ring of Protection | 2 | 2.70% | 2.8 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 05:58 | 03:42 | 03:42 | 08:14 | 08:14 | 08:14 | 04:32 | 03:21 |