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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 | 15 | 15.46% | 100.0 | 93.33% | +46.99% | +6.67% | -18.33% | -2.07% | 43:21 | 33:35 | 36:02 | 43:11 | 48:05 | 59:05 | 12:03 | 08:55 |
 | Cornucopia | 23 | 23.71% | 98.1 | 82.61% | +38.02% | +0.72% | +0.72% | 0.00% | 37:08 | 22:22 | 31:09 | 37:09 | 40:50 | 55:04 | 09:41 | 07:10 |
 | Ring of Health | 7 | 7.22% | 96.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:02 | 21:08 | 28:02 | 41:45 | 44:13 | 54:52 | 16:11 | 11:59 |
 | Arcane Boots | 31 | 31.96% | 94.2 | 70.97% | +25.52% | +4.03% | +4.03% | 0.00% | 16:06 | 09:32 | 11:14 | 13:26 | 15:13 | 40:40 | 03:59 | 02:57 |
 | Magic Stick | 93 | 95.88% | 92.3 | 54.84% | +29.84% | +6.03% | -2.67% | -1.54% | 03:34 | -01:29 | -01:29 | 03:27 | 07:07 | 14:58 | 08:36 | 06:22 |
 | Magic Wand | 87 | 89.69% | 90.4 | 55.17% | +15.17% | +22.10% | -5.17% | -4.87% | 08:49 | 00:27 | 05:41 | 08:25 | 11:17 | 24:05 | 05:36 | 04:08 |
 | Crown | 28 | 28.87% | 88.5 | 64.29% | +15.01% | +7.14% | -35.72% | -3.71% | 22:51 | 09:27 | 14:56 | 21:30 | 26:29 | 56:40 | 11:33 | 08:33 |
 | Boots of Speed | 97 | 100.00% | 86.5 | 53.61% | +53.61% | -7.78% | -11.94% | -1.39% | 08:01 | 02:04 | 06:21 | 07:49 | 09:21 | 18:39 | 03:00 | 02:13 |
 | Glimmer Cape | 33 | 34.02% | 84.6 | 60.61% | +10.61% | +14.39% | +1.89% | -1.34% | 30:08 | 17:54 | 22:39 | 27:51 | 31:57 | 58:52 | 09:18 | 06:53 |
 | Chainmail | 24 | 24.74% | 82.7 | 62.50% | +11.82% | -12.50% | -29.17% | -1.47% | 22:10 | 12:47 | 14:34 | 17:27 | 25:55 | 56:39 | 11:21 | 08:24 |
 | Ring of Protection | 28 | 28.87% | 80.8 | 60.71% | +9.99% | -17.85% | +10.72% | 9.07% | 15:28 | -01:29 | 13:19 | 14:02 | 16:28 | 37:16 | 03:09 | 02:20 |
 | Fluffy Hat | 71 | 73.20% | 78.8 | 52.11% | -5.58% | -2.11% | +14.56% | 2.34% | 18:25 | 07:25 | 13:03 | 15:23 | 20:11 | 49:11 | 07:08 | 05:17 |
 | Force Staff | 54 | 55.67% | 76.9 | 53.70% | +0.21% | -17.99% | +15.53% | 3.16% | 27:26 | 15:47 | 21:21 | 24:36 | 31:57 | 50:18 | 10:36 | 07:51 |
 | Wind Lace | 65 | 67.01% | 75.0 | 52.31% | -3.94% | +22.69% | -2.31% | -2.78% | 13:31 | 01:59 | 08:21 | 12:38 | 17:21 | 32:03 | 09:00 | 06:40 |
 | Lotus Orb | 4 | 4.12% | 73.1 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 46:18 | 38:18 | 38:18 | 41:59 | 49:32 | 55:24 | 11:14 | 08:19 |
 | Blight Stone | 21 | 21.65% | 71.2 | 61.90% | +10.58% | -1.90% | -41.90% | -3.31% | 23:24 | 12:48 | 14:28 | 20:39 | 26:34 | 56:39 | 12:06 | 08:57 |
 | Medallion of Courage | 21 | 21.65% | 69.2 | 61.90% | +10.58% | -1.90% | -21.90% | -1.67% | 23:42 | 12:48 | 14:55 | 20:40 | 26:52 | 56:39 | 11:57 | 08:51 |
 | Void Stone | 32 | 32.99% | 67.3 | 56.25% | +3.94% | +18.75% | -6.25% | -3.51% | 21:54 | 10:29 | 14:14 | 16:46 | 21:21 | 54:52 | 07:07 | 05:16 |
 | Pavise | 24 | 24.74% | 65.4 | 58.33% | +6.28% | +8.34% | +8.34% | 0.00% | 16:55 | 12:06 | 15:23 | 16:30 | 17:45 | 22:54 | 02:22 | 01:45 |
 | Drum of Endurance | 29 | 29.90% | 63.5 | 55.17% | +2.23% | -12.31% | +1.97% | 1.32% | 24:51 | 14:03 | 17:22 | 23:29 | 28:11 | 51:00 | 10:49 | 08:00 |
 | Headdress | 6 | 6.19% | 61.5 | 83.33% | +31.68% | -33.33% | +16.67% | 0.00% | 26:02 | 13:32 | 15:10 | 21:19 | 39:23 | 45:16 | 24:13 | 17:56 |
 | Solar Crest | 19 | 19.59% | 59.6 | 57.89% | +5.33% | +2.11% | -37.89% | -4.55% | 26:58 | 14:31 | 19:54 | 25:46 | 28:41 | 56:40 | 08:47 | 06:30 |
 | Tranquil Boots | 41 | 42.27% | 57.7 | 48.78% | -8.36% | -8.78% | +1.22% | 0.89% | 18:32 | 05:19 | 12:02 | 15:52 | 23:17 | 46:43 | 11:15 | 08:20 |
 | Ghost Scepter | 11 | 11.34% | 55.8 | 63.64% | +11.31% | +36.36% | -30.31% | -3.76% | 31:05 | 18:50 | 19:25 | 36:49 | 37:08 | 43:49 | 17:43 | 13:07 |
 | Ring of Basilius | 9 | 9.28% | 53.8 | 66.67% | +14.40% | +33.33% | -66.67% | -8.63% | 17:55 | 03:02 | 04:49 | 12:52 | 16:24 | 47:53 | 11:35 | 08:34 |
 | Pipe of Insight | 3 | 3.09% | 51.9 | 100.00% | +47.87% | 0.00% | 0.00% | 0.00% | 38:42 | 28:26 | 28:26 | 41:53 | 45:46 | 45:46 | 17:20 | 12:50 |
 | Linken's Sphere | 3 | 3.09% | 50.0 | 100.00% | +47.87% | 0.00% | 0.00% | 0.00% | 40:28 | 30:20 | 30:20 | 37:16 | 53:49 | 53:49 | 23:29 | 17:23 |
 | Boots of Bearing | 14 | 14.43% | 48.1 | 57.14% | +4.13% | +17.86% | +42.86% | 1.86% | 38:37 | 24:25 | 32:24 | 36:57 | 45:51 | 52:38 | 13:27 | 09:57 |
 | Bracer | 6 | 6.19% | 46.2 | 66.67% | +13.92% | +33.33% | +33.33% | 0.00% | 16:57 | 07:54 | 07:57 | 13:59 | 24:29 | 30:10 | 16:32 | 12:14 |
 | Veil of Discord | 6 | 6.19% | 44.2 | 66.67% | +13.92% | +33.33% | -66.67% | 0.00% | 19:57 | 11:46 | 13:53 | 15:09 | 18:41 | 44:34 | 04:48 | 03:33 |
 | Dragon Lance | 4 | 4.12% | 42.3 | 75.00% | +22.31% | +25.00% | +25.00% | 0.00% | 37:01 | 26:25 | 26:25 | 32:34 | 33:02 | 56:02 | 06:37 | 04:54 |
 | Hurricane Pike | 4 | 4.12% | 40.4 | 75.00% | +22.31% | +25.00% | +25.00% | 0.00% | 44:33 | 32:59 | 32:59 | 43:33 | 45:09 | 56:30 | 12:10 | 09:00 |
 | Power Treads | 4 | 4.12% | 38.5 | 75.00% | +22.31% | +25.00% | +25.00% | 0.00% | 18:52 | 10:38 | 10:38 | 12:02 | 17:10 | 35:37 | 06:32 | 04:50 |
 | Wraith Band | 7 | 7.22% | 36.5 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 26:14 | 10:54 | 23:16 | 26:32 | 26:55 | 41:28 | 03:39 | 02:42 |
 | Mekansm | 3 | 3.09% | 34.6 | 66.67% | +13.48% | -66.67% | 0.00% | 0.00% | 19:25 | 18:21 | 18:21 | 18:35 | 21:19 | 21:19 | 02:58 | 02:11 |
 | Buckler | 4 | 4.12% | 32.7 | 50.00% | -3.76% | +50.00% | -50.00% | 0.00% | 32:37 | 20:58 | 20:58 | 24:20 | 37:16 | 47:53 | 16:18 | 12:04 |
 | Sange | 1 | 1.03% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.03% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.03% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.03% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.03% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 2.06% | 21.2 | 50.00% | -3.68% | +50.00% | 0.00% | 0.00% | 35:21 | 18:40 | 18:40 | 52:02 | 52:02 | 52:02 | 33:22 | 24:42 |
 | Morbid Mask | 2 | 2.06% | 19.2 | 50.00% | -3.68% | +50.00% | 0.00% | 0.00% | 42:35 | 37:16 | 37:16 | 47:53 | 47:53 | 47:53 | 10:37 | 07:51 |
 | Vladmir's Offering | 2 | 2.06% | 17.3 | 50.00% | -3.68% | +50.00% | 0.00% | 0.00% | 42:39 | 37:25 | 37:25 | 47:53 | 47:53 | 47:53 | 10:28 | 07:45 |
 | Guardian Greaves | 2 | 2.06% | 15.4 | 50.00% | -3.68% | +50.00% | 0.00% | 0.00% | 24:07 | 23:45 | 23:45 | 24:29 | 24:29 | 24:29 | 00:44 | 00:32 |
 | Null Talisman | 1 | 1.03% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 00:00 | 00:00 |
 | Javelin | 1 | 1.03% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.03% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.03% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 2.06% | 5.8 | 0.00% | -54.74% | 0.00% | 0.00% | 0.00% | 39:37 | 26:55 | 26:55 | 52:19 | 52:19 | 52:19 | 25:24 | 18:48 |
 | Quelling Blade | 1 | 1.03% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.03% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |