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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 | |
 | Void Stone | 18 | 29.51% | 100.0 | 66.67% | +31.79% | -6.67% | -16.67% | -1.16% | 25:10 | 12:58 | 19:45 | 24:20 | 28:22 | 42:07 | 08:37 | 06:22 |
 | Arcane Boots | 20 | 32.79% | 97.8 | 65.00% | +30.85% | +15.00% | -25.00% | -10.39% | 14:07 | 08:35 | 12:24 | 13:26 | 16:15 | 19:56 | 03:51 | 02:51 |
 | Aether Lens | 15 | 24.59% | 95.7 | 66.67% | +29.71% | -16.67% | -16.67% | 0.00% | 25:53 | 15:20 | 19:09 | 24:22 | 30:00 | 46:58 | 10:51 | 08:02 |
 | Magic Stick | 60 | 98.36% | 93.5 | 45.00% | +45.00% | +1.67% | -18.33% | -4.23% | 03:24 | -01:29 | 00:15 | 02:17 | 04:59 | 18:58 | 04:44 | 03:30 |
 | Boots of Speed | 61 | 100.00% | 91.3 | 44.26% | +44.26% | +15.74% | -10.93% | -9.25% | 08:14 | -01:29 | 06:49 | 08:22 | 09:42 | 16:39 | 02:53 | 02:08 |
 | Glimmer Cape | 20 | 32.79% | 89.1 | 55.00% | +15.98% | +25.00% | -15.00% | -4.83% | 27:29 | 18:36 | 21:47 | 24:06 | 30:04 | 44:21 | 08:17 | 06:08 |
 | Force Staff | 38 | 62.30% | 87.0 | 47.37% | +8.24% | -7.37% | -2.93% | 0.56% | 26:03 | 16:49 | 21:53 | 24:53 | 29:52 | 39:27 | 07:59 | 05:54 |
 | Aghanim's Shard | 16 | 26.23% | 84.8 | 56.25% | +16.25% | +18.75% | -6.25% | -1.60% | 28:38 | 15:01 | 18:16 | 29:28 | 33:51 | 44:22 | 15:35 | 11:32 |
 | Headdress | 5 | 8.20% | 82.6 | 80.00% | +38.93% | +20.00% | +20.00% | 0.00% | 06:23 | -01:29 | -01:29 | -01:29 | -01:29 | 37:51 | 00:00 | 00:00 |
 | Magic Wand | 50 | 81.97% | 80.4 | 40.00% | -23.64% | -1.54% | +1.67% | 0.48% | 10:18 | 00:51 | 06:44 | 09:55 | 13:24 | 26:32 | 06:40 | 04:56 |
 | Fluffy Hat | 47 | 77.05% | 78.3 | 40.43% | -16.71% | +1.24% | +1.24% | 0.00% | 18:19 | 07:21 | 12:53 | 16:32 | 22:32 | 39:27 | 09:39 | 07:08 |
 | Wind Lace | 45 | 73.77% | 76.1 | 37.78% | -24.72% | -1.42% | +16.77% | 2.80% | 12:56 | 01:51 | 07:58 | 10:51 | 14:28 | 42:36 | 06:30 | 04:48 |
 | Tranquil Boots | 38 | 62.30% | 73.9 | 36.84% | -19.68% | -6.84% | +29.83% | 7.61% | 15:59 | 08:18 | 11:58 | 13:28 | 16:47 | 43:02 | 04:49 | 03:34 |
 | Morbid Mask | 4 | 6.56% | 71.7 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 28:24 | 23:22 | 23:22 | 25:14 | 27:19 | 37:39 | 03:57 | 02:55 |
 | Buckler | 4 | 6.56% | 69.6 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 27:30 | 21:40 | 21:40 | 23:22 | 27:18 | 37:39 | 05:38 | 04:10 |
 | Vladmir's Offering | 4 | 6.56% | 67.4 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 28:48 | 23:22 | 23:22 | 25:29 | 28:41 | 37:39 | 05:19 | 03:56 |
 | Ring of Basilius | 16 | 26.23% | 65.2 | 43.75% | -0.69% | +31.25% | +6.25% | -2.17% | 12:04 | 03:32 | 04:47 | 07:56 | 16:19 | 37:39 | 11:32 | 08:32 |
 | Mekansm | 2 | 3.28% | 63.0 | 100.00% | +57.63% | 0.00% | 0.00% | 0.00% | 28:46 | 19:38 | 19:38 | 37:53 | 37:53 | 37:53 | 18:15 | 13:31 |
 | Ring of Protection | 11 | 18.03% | 60.9 | 45.45% | +1.45% | -45.45% | +21.22% | 4.09% | 15:05 | -01:29 | 05:23 | 13:39 | 21:40 | 37:39 | 16:17 | 12:03 |
 | Ghost Scepter | 8 | 13.11% | 58.7 | 50.00% | +6.60% | +50.00% | 0.00% | -6.21% | 27:27 | 20:53 | 22:30 | 24:54 | 30:33 | 35:42 | 08:03 | 05:57 |
 | Drum of Endurance | 3 | 4.92% | 56.5 | 66.67% | +23.57% | -66.67% | 0.00% | 0.00% | 31:48 | 20:21 | 20:21 | 29:25 | 45:39 | 45:39 | 25:18 | 18:44 |
 | Urn of Shadows | 4 | 6.56% | 54.3 | 50.00% | +6.14% | -50.00% | +50.00% | 15.23% | 11:39 | 06:27 | 06:27 | 11:10 | 13:01 | 15:58 | 06:34 | 04:51 |
 | Spirit Vessel | 4 | 6.56% | 52.2 | 50.00% | +6.14% | -50.00% | -50.00% | 0.00% | 23:22 | 21:10 | 21:10 | 21:51 | 24:48 | 25:40 | 03:38 | 02:41 |
 | Ring of Health | 4 | 6.56% | 50.0 | 50.00% | +6.14% | +50.00% | -50.00% | -3.70% | 32:51 | 09:43 | 09:43 | 32:35 | 36:44 | 52:20 | 27:01 | 20:00 |
 | Chainmail | 4 | 6.56% | 47.8 | 50.00% | +6.14% | -50.00% | +50.00% | 14.81% | 20:31 | 10:27 | 10:27 | 16:30 | 17:12 | 37:53 | 06:45 | 05:00 |
 | Aeon Disk | 1 | 1.64% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.64% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:23 | 15:23 | 15:23 | 15:23 | 15:23 | 15:23 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.64% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.64% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.64% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.64% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.64% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.64% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 3.28% | 28.3 | 50.00% | +5.93% | -50.00% | 0.00% | 0.00% | 28:06 | 25:44 | 25:44 | 30:27 | 30:27 | 30:27 | 04:43 | 03:29 |
 | Lotus Orb | 3 | 4.92% | 26.1 | 33.33% | -11.50% | -33.33% | 0.00% | 0.00% | 40:41 | 32:55 | 32:55 | 36:47 | 52:21 | 52:21 | 19:26 | 14:23 |
 | Orb of Venom | 1 | 1.64% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.64% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 3.28% | 19.6 | 0.00% | -45.76% | 0.00% | 0.00% | 0.00% | 08:53 | 04:57 | 04:57 | 12:49 | 12:49 | 12:49 | 07:52 | 05:49 |
 | Blight Stone | 1 | 1.64% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.64% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.64% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Crown | 2 | 3.28% | 10.9 | 0.00% | -45.76% | 0.00% | 0.00% | 0.00% | 22:22 | 15:37 | 15:37 | 29:07 | 29:07 | 29:07 | 13:30 | 10:00 |
 | Witch Blade | 1 | 1.64% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.64% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Bottle | 1 | 1.64% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.64% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |