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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 | |
 | Arcane Boots | 14 | 36.84% | 100.0 | 71.43% | +25.60% | -21.43% | +28.57% | 4.07% | 17:03 | 08:36 | 10:13 | 12:27 | 22:30 | 41:46 | 12:17 | 09:05 |
 | Blink Dagger | 27 | 71.05% | 97.6 | 62.96% | +26.60% | +8.47% | -20.10% | -2.05% | 28:36 | 12:08 | 22:24 | 25:22 | 36:20 | 50:59 | 13:56 | 10:19 |
 | Magic Wand | 34 | 89.47% | 95.2 | 58.82% | +33.82% | +7.85% | -8.82% | -2.69% | 08:34 | 01:16 | 05:27 | 08:16 | 11:39 | 17:00 | 06:12 | 04:35 |
 | Boots of Speed | 38 | 100.00% | 92.9 | 55.26% | +55.26% | +14.74% | +11.41% | -0.96% | 06:22 | -01:29 | 04:41 | 07:07 | 08:10 | 09:39 | 03:29 | 02:34 |
 | Magic Stick | 38 | 100.00% | 90.5 | 55.26% | +55.26% | -5.26% | -10.82% | -2.28% | 02:43 | -01:29 | -01:29 | 02:04 | 03:55 | 16:59 | 05:24 | 04:00 |
 | Ring of Protection | 6 | 15.79% | 88.1 | 83.33% | +33.33% | +16.67% | -83.33% | -6.75% | 17:39 | 03:15 | 05:13 | 12:25 | 20:02 | 45:54 | 14:49 | 10:58 |
 | Aghanim's Shard | 33 | 86.84% | 85.7 | 54.55% | -5.45% | +7.95% | -17.05% | -2.49% | 22:18 | 15:01 | 16:16 | 18:25 | 26:18 | 43:57 | 10:02 | 07:25 |
 | Drum of Endurance | 3 | 7.89% | 83.3 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 22:44 | 16:22 | 16:22 | 25:54 | 25:56 | 25:56 | 09:34 | 07:05 |
 | Fluffy Hat | 24 | 63.16% | 81.0 | 54.17% | -2.97% | +12.50% | +29.16% | 2.00% | 14:45 | 06:16 | 09:48 | 12:20 | 18:09 | 28:58 | 08:21 | 06:11 |
 | Lotus Orb | 5 | 13.16% | 78.6 | 80.00% | +28.48% | +20.00% | +20.00% | 0.00% | 37:33 | 33:24 | 33:24 | 35:50 | 36:03 | 47:09 | 02:39 | 01:57 |
 | Ring of Health | 5 | 13.16% | 76.2 | 80.00% | +28.48% | +20.00% | +20.00% | 0.00% | 37:25 | 33:05 | 33:05 | 35:49 | 35:59 | 47:08 | 02:54 | 02:08 |
 | Force Staff | 18 | 47.37% | 73.8 | 50.00% | -10.00% | -10.00% | +25.00% | 4.72% | 24:08 | 16:27 | 20:07 | 23:21 | 27:32 | 32:47 | 07:25 | 05:29 |
 | Aeon Disk | 2 | 5.26% | 71.4 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 40:58 | 33:50 | 33:50 | 48:06 | 48:06 | 48:06 | 14:16 | 10:34 |
 | Soul Ring | 2 | 5.26% | 69.0 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 04:40 | 04:07 | 04:07 | 05:13 | 05:13 | 05:13 | 01:06 | 00:48 |
 | Shadow Blade | 2 | 5.26% | 66.7 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 33:05 | 30:28 | 30:28 | 35:41 | 35:41 | 35:41 | 05:13 | 03:51 |
 | Black King Bar | 2 | 5.26% | 64.3 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 23:25 | 20:34 | 20:34 | 26:16 | 26:16 | 26:16 | 05:42 | 04:13 |
 | Bottle | 2 | 5.26% | 61.9 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 01:34 | 01:09 | 01:09 | 01:58 | 01:58 | 01:58 | 00:49 | 00:36 |
 | Wind Lace | 13 | 34.21% | 59.5 | 46.15% | -13.85% | -12.82% | -12.82% | 0.00% | 10:51 | 03:37 | 04:56 | 09:04 | 09:50 | 28:37 | 04:54 | 03:37 |
 | Void Stone | 7 | 18.42% | 57.1 | 57.14% | +2.30% | +42.86% | -7.14% | -8.13% | 38:52 | 33:05 | 35:04 | 35:59 | 41:13 | 47:08 | 06:09 | 04:33 |
 | Headdress | 12 | 31.58% | 54.8 | 41.67% | -19.87% | -8.34% | +25.00% | 0.00% | -00:11 | -01:30 | -01:29 | -01:29 | -01:29 | 14:08 | 00:00 | 00:00 |
 | Tranquil Boots | 10 | 26.32% | 52.4 | 40.00% | -20.71% | -6.67% | -40.00% | -15.15% | 10:24 | 06:11 | 09:29 | 10:16 | 11:41 | 15:41 | 02:12 | 01:37 |
 | Ring of Basilius | 3 | 7.89% | 50.0 | 66.67% | +12.38% | +33.33% | 0.00% | -0.84% | 24:00 | 06:03 | 06:03 | 20:02 | 45:54 | 45:54 | 39:51 | 29:31 |
 | Buckler | 3 | 7.89% | 47.6 | 66.67% | +12.38% | +33.33% | 0.00% | -1.24% | 28:20 | 19:03 | 19:03 | 20:02 | 45:54 | 45:54 | 26:51 | 19:53 |
 | Shiva's Guard | 1 | 2.63% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.63% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.63% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.63% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.63% | 35.7 | 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 |
 | Linken's Sphere | 1 | 2.63% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:49 | 57:49 | 57:49 | 57:49 | 57:49 | 57:49 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.63% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.63% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.63% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:31 | 07:31 | 07:31 | 07:31 | 07:31 | 07:31 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.63% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 00:00 | 00:00 |
 | Chainmail | 2 | 5.26% | 21.4 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 13:23 | 13:22 | 13:22 | 13:23 | 13:23 | 13:23 | 00:01 | 00:00 |
 | Mekansm | 2 | 5.26% | 19.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 16:36 | 13:50 | 13:50 | 19:21 | 19:21 | 19:21 | 05:31 | 04:05 |
 | Morbid Mask | 2 | 5.26% | 16.7 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 32:59 | 20:03 | 20:03 | 45:54 | 45:54 | 45:54 | 25:51 | 19:08 |
 | Vladmir's Offering | 2 | 5.26% | 14.3 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 33:18 | 20:41 | 20:41 | 45:54 | 45:54 | 45:54 | 25:13 | 18:40 |
 | Aghanim's Scepter | 3 | 7.89% | 11.9 | 33.33% | -23.81% | +66.67% | 0.00% | -3.81% | 31:29 | 22:29 | 22:29 | 32:00 | 39:58 | 39:58 | 17:29 | 12:57 |
 | Blight Stone | 1 | 2.63% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 5.26% | 7.1 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 38:38 | 33:58 | 33:58 | 43:18 | 43:18 | 43:18 | 09:20 | 06:54 |
 | Ghost Scepter | 4 | 10.53% | 4.8 | 0.00% | -61.76% | 0.00% | 0.00% | 0.00% | 42:19 | 33:59 | 33:59 | 35:08 | 47:32 | 52:37 | 13:33 | 10:02 |
 | Aether Lens | 2 | 5.26% | 2.4 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 42:35 | 41:17 | 41:17 | 43:52 | 43:52 | 43:52 | 02:35 | 01:54 |