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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 | 7 | 14.58% | 100.0 | 85.71% | +34.49% | +14.29% | +14.29% | 0.00% | 29:23 | 22:57 | 25:22 | 28:43 | 33:09 | 36:07 | 07:47 | 05:45 |
 | Ghost Scepter | 7 | 14.58% | 97.8 | 85.71% | +34.49% | -35.71% | +14.29% | 0.00% | 28:39 | 21:34 | 24:02 | 28:43 | 32:43 | 36:07 | 08:41 | 06:25 |
 | Kaya | 38 | 79.17% | 95.6 | 60.53% | +20.53% | +29.47% | -4.97% | -4.00% | 25:57 | 17:40 | 21:21 | 25:10 | 29:57 | 36:30 | 08:36 | 06:22 |
 | Boots of Speed | 48 | 100.00% | 93.3 | 56.25% | +56.25% | +2.08% | -14.58% | -8.26% | 06:21 | 02:41 | 05:07 | 06:09 | 07:08 | 13:13 | 02:01 | 01:29 |
 | Power Treads | 9 | 18.75% | 91.1 | 77.78% | +26.50% | -27.78% | -27.78% | 0.00% | 09:18 | 07:34 | 07:59 | 08:40 | 09:27 | 14:03 | 01:28 | 01:05 |
 | Magic Wand | 42 | 87.50% | 88.9 | 57.14% | +7.14% | -11.69% | +2.86% | 5.78% | 06:04 | 01:50 | 04:40 | 05:46 | 07:11 | 11:00 | 02:31 | 01:51 |
 | Chainmail | 47 | 97.92% | 86.7 | 55.32% | -44.68% | +11.35% | -5.32% | -5.99% | 11:40 | 06:33 | 10:17 | 11:51 | 13:04 | 18:25 | 02:47 | 02:03 |
 | Witch Blade | 47 | 97.92% | 84.4 | 55.32% | -44.68% | +19.68% | -21.99% | -16.03% | 12:59 | 08:51 | 11:37 | 13:01 | 14:13 | 18:44 | 02:36 | 01:55 |
 | Bottle | 47 | 97.92% | 82.2 | 55.32% | -44.68% | -5.32% | +11.35% | 16.67% | 01:23 | 00:18 | 01:15 | 01:23 | 01:35 | 01:58 | 00:20 | 00:14 |
 | Null Talisman | 47 | 97.92% | 80.0 | 55.32% | -44.68% | +19.68% | -5.32% | -25.00% | 03:35 | -00:20 | 03:06 | 03:43 | 04:03 | 06:32 | 00:57 | 00:42 |
 | Blink Dagger | 46 | 95.83% | 77.8 | 54.35% | -45.65% | +28.98% | +0.20% | -8.46% | 18:24 | 12:44 | 16:28 | 18:02 | 19:52 | 27:55 | 03:24 | 02:31 |
 | Magic Stick | 44 | 91.67% | 75.6 | 54.55% | -20.45% | -18.19% | 0.00% | 4.31% | 04:29 | -01:29 | 02:16 | 03:21 | 06:29 | 10:25 | 04:13 | 03:07 |
 | Kaya and Sange | 30 | 62.50% | 73.3 | 56.67% | +1.11% | +18.33% | +0.47% | -2.16% | 28:17 | 20:16 | 24:48 | 27:02 | 33:03 | 36:30 | 08:15 | 06:06 |
 | Sange | 30 | 62.50% | 71.1 | 56.67% | +1.11% | -6.67% | -13.81% | -1.02% | 26:47 | 19:30 | 22:52 | 26:05 | 29:51 | 36:30 | 06:59 | 05:10 |
 | Void Stone | 26 | 54.17% | 68.9 | 57.69% | +3.14% | +13.74% | -7.69% | -2.15% | 28:02 | 11:49 | 22:54 | 28:15 | 32:53 | 41:33 | 09:59 | 07:23 |
 | Octarine Core | 9 | 18.75% | 66.7 | 66.67% | +12.82% | +33.33% | +33.33% | 0.00% | 39:23 | 30:28 | 31:50 | 39:47 | 41:28 | 53:49 | 09:38 | 07:08 |
 | Aeon Disk | 10 | 20.83% | 64.4 | 60.00% | +4.74% | +6.67% | -10.00% | -3.26% | 32:04 | 25:18 | 27:26 | 28:52 | 32:33 | 48:42 | 05:07 | 03:47 |
 | Aether Lens | 10 | 20.83% | 62.2 | 60.00% | +4.74% | +6.67% | +40.00% | 3.67% | 37:36 | 29:14 | 31:50 | 36:30 | 40:55 | 52:30 | 09:05 | 06:43 |
 | Ring of Health | 14 | 29.17% | 60.0 | 50.00% | -8.82% | +50.00% | -16.67% | -10.10% | 30:20 | 18:16 | 28:09 | 30:57 | 34:45 | 41:22 | 06:36 | 04:53 |
 | Linken's Sphere | 13 | 27.08% | 57.8 | 46.15% | -13.85% | +53.85% | -12.82% | -10.00% | 31:53 | 23:40 | 28:24 | 32:05 | 35:04 | 42:01 | 06:40 | 04:56 |
 | Overwhelming Blink | 5 | 10.42% | 55.6 | 60.00% | +4.19% | +40.00% | -60.00% | 0.00% | 46:32 | 42:16 | 42:16 | 43:01 | 47:12 | 57:34 | 04:56 | 03:39 |
 | Eul's Scepter of Divinity | 9 | 18.75% | 53.3 | 44.44% | -14.53% | +5.56% | -44.44% | -6.44% | 22:34 | 14:19 | 17:27 | 23:39 | 25:13 | 28:18 | 07:46 | 05:45 |
 | Wind Lace | 9 | 18.75% | 51.1 | 44.44% | -14.53% | +5.56% | -44.44% | -6.33% | 21:56 | 14:04 | 16:38 | 23:31 | 24:32 | 27:46 | 07:54 | 05:51 |
 | Aghanim's Shard | 3 | 6.25% | 48.9 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 47:00 | 40:03 | 40:03 | 43:21 | 57:36 | 57:36 | 17:33 | 13:00 |
 | Shiva's Guard | 3 | 6.25% | 46.7 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 38:26 | 35:32 | 35:32 | 37:38 | 42:08 | 42:08 | 06:36 | 04:53 |
 | Crown | 7 | 14.58% | 44.4 | 42.86% | -15.68% | +7.14% | -42.86% | 0.00% | 35:14 | 13:21 | 31:30 | 35:31 | 38:15 | 52:49 | 06:45 | 05:00 |
 | Aghanim's Blessing | 1 | 2.08% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:12 | 46:12 | 46:12 | 46:12 | 46:12 | 46:12 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.08% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.08% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 2.08% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.08% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.08% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:27 | 18:27 | 18:27 | 18:27 | 18:27 | 18:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.08% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.08% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.08% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 00:00 | 00:00 |
 | Black King Bar | 6 | 12.50% | 22.2 | 33.33% | -26.19% | +66.67% | -33.33% | 0.00% | 37:35 | 27:30 | 27:35 | 32:13 | 43:51 | 57:44 | 16:16 | 12:02 |
 | Dagon | 6 | 12.50% | 20.0 | 33.33% | -26.19% | -33.33% | -33.33% | 0.00% | 38:52 | 31:30 | 32:08 | 35:31 | 43:01 | 52:49 | 10:53 | 08:03 |
 | Arcane Boots | 2 | 4.17% | 17.8 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 24:27 | 18:25 | 18:25 | 30:28 | 30:28 | 30:28 | 12:03 | 08:55 |
 | Scythe of Vyse | 2 | 4.17% | 15.6 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 44:24 | 41:33 | 41:33 | 47:14 | 47:14 | 47:14 | 05:41 | 04:12 |
 | Dagon (level 2) | 5 | 10.42% | 13.3 | 20.00% | -40.47% | -20.00% | -20.00% | 0.00% | 40:14 | 31:30 | 31:30 | 38:50 | 44:06 | 52:50 | 12:36 | 09:20 |
 | Dagon (level 5) | 2 | 4.17% | 11.1 | 0.00% | -58.70% | 0.00% | 0.00% | 0.00% | 52:30 | 49:54 | 49:54 | 55:06 | 55:06 | 55:06 | 05:12 | 03:51 |
 | Dagon (level 4) | 2 | 4.17% | 8.9 | 0.00% | -58.70% | 0.00% | 0.00% | 0.00% | 52:00 | 48:53 | 48:53 | 55:06 | 55:06 | 55:06 | 06:13 | 04:36 |
 | Dagon (level 3) | 2 | 4.17% | 6.7 | 0.00% | -58.70% | 0.00% | 0.00% | 0.00% | 50:11 | 47:31 | 47:31 | 52:51 | 52:51 | 52:51 | 05:20 | 03:57 |
 | Refresher Orb | 1 | 2.08% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 2.08% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 00:00 | 00:00 |