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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 | |
 | Shiva's Guard | 24 | 30.38% | 100.0 | 79.17% | +40.99% | +4.16% | +4.16% | 0.00% | 32:44 | 25:40 | 29:03 | 33:03 | 35:19 | 41:43 | 06:16 | 04:38 |
 | Scythe of Vyse | 10 | 12.66% | 98.0 | 90.00% | +45.07% | -23.33% | +10.00% | 3.08% | 40:08 | 30:02 | 34:02 | 40:56 | 44:51 | 47:58 | 10:49 | 08:00 |
 | Ring of Health | 22 | 27.85% | 96.1 | 72.73% | +30.62% | +10.60% | -12.73% | -1.64% | 36:21 | 20:40 | 27:41 | 36:43 | 41:52 | 55:46 | 14:11 | 10:30 |
 | Sange | 43 | 54.43% | 94.1 | 60.47% | +21.58% | -5.92% | -15.02% | -1.01% | 20:35 | 12:34 | 16:09 | 18:15 | 25:10 | 32:07 | 09:01 | 06:40 |
 | Aghanim's Shard | 57 | 72.15% | 92.2 | 57.89% | +26.07% | -0.75% | +6.40% | 1.20% | 24:52 | 16:59 | 21:09 | 22:54 | 27:06 | 48:02 | 05:57 | 04:24 |
 | Kaya and Sange | 42 | 53.16% | 90.2 | 59.52% | +18.98% | +31.39% | -9.52% | -4.61% | 21:18 | 15:28 | 17:18 | 18:15 | 26:11 | 33:52 | 08:53 | 06:34 |
 | Void Stone | 43 | 54.43% | 88.2 | 58.14% | +16.47% | -12.69% | +14.59% | 1.37% | 24:04 | 09:57 | 13:20 | 19:33 | 33:16 | 42:24 | 19:56 | 14:45 |
 | Magic Stick | 76 | 96.20% | 86.3 | 52.63% | +52.63% | +5.26% | 0.00% | -1.08% | 04:44 | -01:29 | 02:22 | 03:43 | 07:14 | 17:08 | 04:52 | 03:36 |
 | Magic Wand | 76 | 96.20% | 84.3 | 52.63% | +52.63% | 0.00% | -15.79% | -4.01% | 06:42 | 00:46 | 04:26 | 06:15 | 08:22 | 17:26 | 03:56 | 02:54 |
 | Refresher Orb | 9 | 11.39% | 82.4 | 77.78% | +30.64% | +22.22% | +22.22% | 0.00% | 42:24 | 30:39 | 37:04 | 41:36 | 44:15 | 55:46 | 07:11 | 05:19 |
 | Black King Bar | 58 | 73.42% | 80.4 | 53.45% | +10.59% | +13.22% | -32.02% | -7.85% | 23:37 | 16:17 | 19:55 | 23:42 | 25:41 | 52:23 | 05:46 | 04:16 |
 | Kaya | 50 | 63.29% | 78.4 | 54.00% | +9.17% | +15.23% | -12.33% | -3.47% | 18:09 | 12:05 | 13:26 | 14:53 | 21:22 | 55:49 | 07:56 | 05:52 |
 | Boots of Speed | 78 | 98.73% | 76.5 | 50.00% | -50.00% | -5.00% | +2.63% | 3.91% | 06:36 | 03:13 | 05:22 | 06:23 | 07:19 | 17:37 | 01:57 | 01:26 |
 | Power Treads | 69 | 87.34% | 74.5 | 50.72% | +0.72% | +8.10% | -9.54% | -8.82% | 09:53 | 06:35 | 08:30 | 09:32 | 10:30 | 29:27 | 02:00 | 01:28 |
 | Null Talisman | 74 | 93.67% | 72.5 | 50.00% | -10.00% | -2.63% | +5.56% | 6.38% | 03:59 | 01:46 | 03:15 | 03:54 | 04:32 | 07:42 | 01:17 | 00:57 |
 | Bottle | 70 | 88.61% | 70.6 | 50.00% | -5.56% | +5.56% | -20.59% | -26.15% | 01:26 | 00:26 | 01:11 | 01:20 | 01:33 | 03:23 | 00:22 | 00:16 |
 | Chainmail | 3 | 3.80% | 68.6 | 100.00% | +51.32% | 0.00% | 0.00% | 0.00% | 19:36 | 13:00 | 13:00 | 20:28 | 25:20 | 25:20 | 12:20 | 09:08 |
 | Witch Blade | 3 | 3.80% | 66.7 | 100.00% | +51.32% | 0.00% | 0.00% | 0.00% | 20:18 | 13:34 | 13:34 | 21:28 | 25:52 | 25:52 | 12:18 | 09:06 |
 | Bloodthorn | 6 | 7.59% | 64.7 | 66.67% | +17.35% | -16.67% | +33.33% | 2.98% | 43:59 | 34:20 | 34:25 | 42:17 | 51:11 | 51:17 | 16:46 | 12:25 |
 | Mage Slayer | 6 | 7.59% | 62.7 | 66.67% | +17.35% | -16.67% | +33.33% | 2.99% | 43:27 | 33:26 | 34:19 | 40:38 | 51:01 | 51:17 | 16:42 | 12:22 |
 | Linken's Sphere | 9 | 11.39% | 60.8 | 55.56% | +5.56% | +44.44% | -55.56% | -8.56% | 32:12 | 21:31 | 25:02 | 31:10 | 36:43 | 48:55 | 11:41 | 08:39 |
 | Crown | 2 | 2.53% | 58.8 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 44:51 | 32:02 | 32:02 | 57:40 | 57:40 | 57:40 | 25:38 | 18:59 |
 | Lotus Orb | 2 | 2.53% | 56.9 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 30:18 | 29:13 | 29:13 | 31:23 | 31:23 | 31:23 | 02:10 | 01:36 |
 | Ethereal Blade | 2 | 2.53% | 54.9 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 39:31 | 22:57 | 22:57 | 56:04 | 56:04 | 56:04 | 33:07 | 24:31 |
 | Overwhelming Blink | 2 | 2.53% | 52.9 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 50:08 | 39:24 | 39:24 | 60:52 | 60:52 | 60:52 | 21:28 | 15:54 |
 | Blink Dagger | 2 | 2.53% | 51.0 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 47:02 | 33:12 | 33:12 | 60:52 | 60:52 | 60:52 | 27:40 | 20:29 |
 | Aghanim's Scepter | 2 | 2.53% | 49.0 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 48:10 | 31:27 | 31:27 | 1:04:52 | 1:04:52 | 1:04:52 | 33:25 | 24:45 |
 | Dagon | 2 | 2.53% | 47.1 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 46:38 | 35:34 | 35:34 | 57:41 | 57:41 | 57:41 | 22:07 | 16:22 |
 | Orchid Malevolence | 20 | 25.32% | 45.1 | 40.00% | -14.24% | +40.00% | 0.00% | -9.60% | 20:22 | 12:27 | 15:28 | 17:13 | 19:38 | 48:04 | 04:10 | 03:05 |
 | Ring of Protection | 10 | 12.66% | 43.1 | 50.00% | -0.72% | -16.67% | -50.00% | -1.28% | 14:15 | -01:29 | 04:04 | 05:28 | 30:08 | 34:08 | 26:04 | 19:18 |
 | Wind Lace | 7 | 8.86% | 41.2 | 57.14% | +7.14% | +42.86% | -7.14% | -9.40% | 17:25 | 10:22 | 11:38 | 13:41 | 16:57 | 36:18 | 05:19 | 03:56 |
 | Ghost Scepter | 5 | 6.33% | 39.2 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 25:49 | 21:45 | 21:45 | 24:48 | 28:13 | 30:26 | 06:28 | 04:47 |
 | Spirit Vessel | 6 | 7.59% | 37.3 | 50.00% | -0.68% | -50.00% | +50.00% | 41.10% | 12:37 | 10:15 | 11:06 | 11:56 | 13:32 | 16:44 | 02:26 | 01:48 |
 | Urn of Shadows | 6 | 7.59% | 35.3 | 50.00% | -0.68% | -50.00% | +50.00% | 63.16% | 06:30 | 04:04 | 05:17 | 05:58 | 06:52 | 10:27 | 01:35 | 01:10 |
 | Moon Shard | 3 | 3.80% | 33.3 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 1:06:39 | 60:57 | 60:57 | 1:08:48 | 1:10:11 | 1:10:11 | 09:14 | 06:50 |
 | Aeon Disk | 3 | 3.80% | 31.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 37:20 | 33:05 | 33:05 | 38:54 | 40:00 | 40:00 | 06:55 | 05:07 |
 | Assault Cuirass | 4 | 5.06% | 29.4 | 50.00% | -0.67% | +50.00% | -50.00% | 0.00% | 31:41 | 29:13 | 29:13 | 30:55 | 32:01 | 34:34 | 02:48 | 02:04 |
 | Buckler | 4 | 5.06% | 27.5 | 50.00% | -0.67% | +50.00% | -50.00% | 0.00% | 31:01 | 27:58 | 27:58 | 30:08 | 31:50 | 34:08 | 03:52 | 02:51 |
 | Dagon (level 4) | 1 | 1.27% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.27% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.27% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.27% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 1:04:20 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.27% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.27% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.27% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.27% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.27% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 6.33% | 7.8 | 40.00% | -11.35% | +60.00% | -40.00% | 0.00% | 18:02 | 13:56 | 13:56 | 18:06 | 19:33 | 20:29 | 05:37 | 04:09 |
 | Eye of Skadi | 2 | 2.53% | 5.9 | 50.00% | -0.65% | +50.00% | 0.00% | 0.00% | 33:36 | 31:23 | 31:23 | 35:48 | 35:48 | 35:48 | 04:25 | 03:16 |
 | Morbid Mask | 3 | 3.80% | 3.9 | 33.33% | -17.99% | +66.67% | 0.00% | 0.00% | 38:14 | 34:53 | 34:53 | 37:34 | 42:14 | 42:14 | 07:21 | 05:26 |
 | Satanic | 3 | 3.80% | 2.0 | 33.33% | -17.99% | +66.67% | 0.00% | 0.00% | 40:05 | 35:07 | 35:07 | 42:33 | 42:36 | 42:36 | 07:29 | 05:32 |