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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 | |
 | Power Treads | 31 | 81.58% | 100.0 | 54.84% | +11.98% | +7.66% | -4.84% | -5.00% | 09:23 | 05:27 | 07:35 | 08:25 | 10:05 | 30:23 | 02:30 | 01:51 |
 | Boots of Speed | 38 | 100.00% | 98.2 | 52.63% | +52.63% | -2.63% | -8.19% | -1.82% | 05:25 | 01:22 | 03:49 | 04:53 | 06:52 | 12:11 | 03:03 | 02:15 |
 | Black King Bar | 29 | 76.32% | 96.4 | 55.17% | +10.73% | +16.26% | +1.97% | -3.00% | 26:07 | 18:59 | 21:58 | 23:53 | 26:44 | 57:38 | 04:46 | 03:31 |
 | Wraith Band | 27 | 71.05% | 94.5 | 55.56% | +10.11% | +15.87% | +30.15% | 14.28% | 02:15 | -01:29 | 01:51 | 02:15 | 02:47 | 07:27 | 00:56 | 00:41 |
 | Magic Wand | 30 | 78.95% | 92.7 | 53.33% | +3.33% | -3.33% | -10.47% | -1.94% | 07:12 | -01:29 | 04:54 | 06:43 | 08:35 | 25:14 | 03:41 | 02:43 |
 | Dragon Lance | 28 | 73.68% | 90.9 | 53.57% | +3.57% | -10.71% | +17.86% | 16.97% | 13:43 | 10:12 | 12:43 | 13:11 | 14:24 | 19:36 | 01:41 | 01:14 |
 | Magic Stick | 33 | 86.84% | 89.1 | 51.52% | -8.48% | +10.98% | +10.98% | 0.00% | 03:44 | -01:30 | -00:04 | 03:53 | 06:13 | 10:36 | 06:17 | 04:39 |
 | Rod of Atos | 3 | 7.89% | 87.3 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 22:47 | 12:58 | 12:58 | 16:02 | 39:22 | 39:22 | 26:24 | 19:33 |
 | Crown | 3 | 7.89% | 85.5 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 19:38 | 08:11 | 08:11 | 11:20 | 39:22 | 39:22 | 31:11 | 23:05 |
 | Void Stone | 11 | 28.95% | 83.6 | 63.64% | +15.49% | +3.03% | -30.31% | -2.09% | 33:36 | 09:08 | 22:26 | 35:07 | 38:23 | 1:05:11 | 15:57 | 11:48 |
 | Fluffy Hat | 28 | 73.68% | 81.8 | 50.00% | -10.00% | -7.14% | +7.14% | 0.83% | 18:20 | 03:09 | 05:45 | 14:04 | 22:57 | 60:34 | 17:12 | 12:44 |
 | Force Staff | 23 | 60.53% | 80.0 | 52.17% | -1.16% | -35.50% | +14.50% | 3.02% | 25:30 | 11:00 | 15:55 | 18:03 | 32:27 | 60:34 | 16:32 | 12:14 |
 | Aghanim's Shard | 19 | 50.00% | 78.2 | 52.63% | 0.00% | +27.37% | +7.37% | -4.07% | 31:15 | 16:10 | 26:48 | 29:31 | 31:43 | 58:03 | 04:55 | 03:38 |
 | Ring of Protection | 12 | 31.58% | 76.4 | 58.33% | +8.33% | +8.34% | +41.67% | 0.92% | 21:25 | 01:01 | 01:54 | 09:25 | 38:09 | 46:22 | 36:15 | 26:51 |
 | Hurricane Pike | 18 | 47.37% | 74.5 | 50.00% | -5.00% | -50.00% | 0.00% | 3.15% | 27:08 | 15:20 | 16:50 | 20:58 | 32:43 | 60:56 | 15:53 | 11:45 |
 | Assault Cuirass | 6 | 15.79% | 72.7 | 66.67% | +16.67% | -16.67% | +33.33% | 10.38% | 40:54 | 37:34 | 38:14 | 38:25 | 43:03 | 46:53 | 04:49 | 03:34 |
 | Blink Dagger | 6 | 15.79% | 70.9 | 66.67% | +16.67% | +33.33% | -66.67% | -5.94% | 35:37 | 24:51 | 27:41 | 29:39 | 44:31 | 47:01 | 16:50 | 12:28 |
 | Buckler | 6 | 15.79% | 69.1 | 66.67% | +16.67% | -16.67% | +33.33% | 10.91% | 39:52 | 36:00 | 37:01 | 38:09 | 41:36 | 46:22 | 04:35 | 03:23 |
 | Yasha | 6 | 15.79% | 67.3 | 66.67% | +16.67% | -16.67% | -66.67% | -3.80% | 25:39 | 15:04 | 19:38 | 22:07 | 32:47 | 38:06 | 13:09 | 09:44 |
 | Scythe of Vyse | 4 | 10.53% | 65.5 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 47:52 | 33:11 | 33:11 | 38:43 | 54:21 | 1:05:11 | 21:10 | 15:40 |
 | Boots of Bearing | 2 | 5.26% | 63.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:43 | 27:37 | 27:37 | 35:48 | 35:48 | 35:48 | 08:11 | 06:03 |
 | Drum of Endurance | 2 | 5.26% | 61.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:44 | 13:20 | 13:20 | 20:07 | 20:07 | 20:07 | 06:47 | 05:01 |
 | Maelstrom | 2 | 5.26% | 60.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:04 | 28:13 | 28:13 | 31:54 | 31:54 | 31:54 | 03:41 | 02:43 |
 | Eye of Skadi | 9 | 23.68% | 58.2 | 44.44% | -10.73% | -44.44% | +5.56% | 8.70% | 37:57 | 29:14 | 33:11 | 37:14 | 38:56 | 53:03 | 05:45 | 04:15 |
 | Wind Lace | 9 | 23.68% | 56.4 | 44.44% | -10.73% | +5.56% | +5.56% | 0.00% | 11:38 | 07:45 | 08:15 | 12:35 | 13:21 | 15:56 | 05:06 | 03:46 |
 | Urn of Shadows | 6 | 15.79% | 54.5 | 50.00% | -3.13% | +50.00% | -50.00% | -25.64% | 05:20 | 02:32 | 02:58 | 03:24 | 06:52 | 10:12 | 03:54 | 02:53 |
 | Bottle | 3 | 7.89% | 52.7 | 66.67% | +15.24% | -66.67% | 0.00% | 0.00% | 05:57 | 01:20 | 01:20 | 01:36 | 14:56 | 14:56 | 13:36 | 10:04 |
 | Javelin | 3 | 7.89% | 50.9 | 66.67% | +15.24% | -66.67% | 0.00% | 0.00% | 27:52 | 27:41 | 27:41 | 27:42 | 28:13 | 28:13 | 00:32 | 00:23 |
 | Manta Style | 3 | 7.89% | 49.1 | 66.67% | +15.24% | -66.67% | 0.00% | 0.00% | 26:11 | 19:33 | 19:33 | 28:30 | 30:29 | 30:29 | 10:56 | 08:05 |
 | Orchid Malevolence | 3 | 7.89% | 47.3 | 66.67% | +15.24% | +33.33% | 0.00% | 0.00% | 17:41 | 14:48 | 14:48 | 15:24 | 22:51 | 22:51 | 08:03 | 05:57 |
 | Tranquil Boots | 4 | 10.53% | 45.5 | 50.00% | -2.94% | -50.00% | +50.00% | 30.46% | 18:30 | 13:43 | 13:43 | 15:39 | 17:00 | 27:37 | 03:17 | 02:25 |
 | Sange | 4 | 10.53% | 43.6 | 50.00% | -2.94% | +50.00% | -50.00% | -14.63% | 32:28 | 23:06 | 23:06 | 26:22 | 29:56 | 50:28 | 06:50 | 05:03 |
 | Glimmer Cape | 1 | 2.63% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 00:00 | 00:00 |
 | Kaya | 1 | 2.63% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.63% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.63% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.63% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.63% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.63% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.63% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.63% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.63% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.63% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Ring of Health | 5 | 13.16% | 21.8 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 37:13 | 23:59 | 23:59 | 37:12 | 43:18 | 46:31 | 19:19 | 14:18 |
 | Linken's Sphere | 5 | 13.16% | 20.0 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 37:47 | 25:07 | 25:07 | 38:29 | 43:20 | 46:51 | 18:13 | 13:29 |
 | Falcon Blade | 6 | 15.79% | 18.2 | 33.33% | -22.92% | +16.67% | -33.33% | -21.74% | 06:40 | 05:23 | 05:30 | 05:45 | 07:48 | 08:53 | 02:18 | 01:42 |
 | Phase Boots | 2 | 5.26% | 16.4 | 50.00% | -2.78% | -50.00% | 0.00% | 0.00% | 08:43 | 08:14 | 08:14 | 09:11 | 09:11 | 09:11 | 00:57 | 00:42 |
 | Chainmail | 2 | 5.26% | 14.5 | 50.00% | -2.78% | -50.00% | 0.00% | 0.00% | 07:58 | 07:18 | 07:18 | 08:37 | 08:37 | 08:37 | 01:19 | 00:58 |
 | Morbid Mask | 2 | 5.26% | 12.7 | 50.00% | -2.78% | +50.00% | 0.00% | 0.00% | 46:39 | 41:42 | 41:42 | 51:36 | 51:36 | 51:36 | 09:54 | 07:20 |
 | Heaven's Halberd | 3 | 7.89% | 10.9 | 33.33% | -20.96% | +66.67% | 0.00% | 0.00% | 37:31 | 26:28 | 26:28 | 33:17 | 52:47 | 52:47 | 26:19 | 19:29 |
 | Null Talisman | 6 | 15.79% | 9.1 | 16.67% | -42.71% | +33.33% | -16.67% | -22.22% | 03:59 | 02:40 | 02:41 | 03:32 | 04:56 | 06:10 | 02:15 | 01:40 |
 | Ring of Basilius | 2 | 5.26% | 7.3 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 05:58 | 03:33 | 03:33 | 08:23 | 08:23 | 08:23 | 04:50 | 03:34 |
 | Satanic | 1 | 2.63% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:37 | 51:37 | 51:37 | 51:37 | 51:37 | 51:37 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.63% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.63% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |