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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 | 32 | 56.14% | 100.0 | 59.38% | +23.38% | -21.88% | -9.38% | 1.26% | 19:13 | 07:54 | 13:29 | 17:04 | 23:24 | 47:43 | 09:55 | 07:20 |
 | Eul's Scepter of Divinity | 27 | 47.37% | 98.1 | 59.26% | +19.26% | -2.12% | -2.12% | 0.00% | 19:57 | 15:04 | 16:37 | 19:00 | 23:11 | 28:03 | 06:34 | 04:51 |
 | Wind Lace | 43 | 75.44% | 96.2 | 53.49% | +17.78% | +1.06% | +1.06% | 0.00% | 13:11 | 01:30 | 08:22 | 12:27 | 18:48 | 26:14 | 10:26 | 07:43 |
 | Boots of Speed | 57 | 100.00% | 94.3 | 49.12% | +49.12% | +8.02% | +0.88% | -1.36% | 04:46 | -01:29 | 01:57 | 04:18 | 07:11 | 21:56 | 05:14 | 03:52 |
 | Magic Wand | 43 | 75.44% | 92.5 | 51.16% | +8.30% | +3.39% | +3.39% | 0.00% | 08:06 | 01:00 | 03:42 | 08:22 | 10:22 | 23:02 | 06:40 | 04:56 |
 | Magic Stick | 56 | 98.25% | 90.6 | 48.21% | -51.79% | +1.79% | -5.35% | -1.02% | 05:18 | -01:30 | 00:53 | 05:22 | 07:52 | 23:24 | 06:59 | 05:10 |
 | Ring of Protection | 37 | 64.91% | 88.7 | 48.65% | -1.35% | -4.21% | -15.32% | -1.92% | 07:49 | -01:29 | 03:45 | 06:21 | 09:33 | 25:50 | 05:48 | 04:17 |
 | Urn of Shadows | 32 | 56.14% | 86.8 | 46.88% | -5.12% | +3.12% | +3.12% | 0.00% | 07:39 | 02:57 | 05:37 | 07:03 | 09:44 | 13:06 | 04:07 | 03:02 |
 | Arcane Boots | 19 | 33.33% | 84.9 | 52.63% | +5.26% | +27.37% | -52.63% | -6.15% | 18:26 | 05:18 | 09:33 | 17:51 | 22:34 | 41:30 | 13:01 | 09:38 |
 | Chainmail | 32 | 56.14% | 83.0 | 43.75% | -12.25% | +6.25% | -6.25% | -1.05% | 18:29 | 06:27 | 11:37 | 17:08 | 23:29 | 37:43 | 11:52 | 08:47 |
 | Solar Crest | 18 | 31.58% | 81.1 | 50.00% | +1.28% | +10.00% | +25.00% | 2.01% | 21:18 | 13:06 | 16:49 | 19:25 | 24:17 | 37:44 | 07:28 | 05:31 |
 | Tranquil Boots | 8 | 14.04% | 79.2 | 62.50% | +15.56% | -12.50% | +37.50% | 5.64% | 13:19 | 05:03 | 07:50 | 10:43 | 16:42 | 23:02 | 08:52 | 06:34 |
 | Crown | 19 | 33.33% | 77.4 | 47.37% | -2.63% | +12.63% | -7.37% | -2.11% | 19:19 | 10:28 | 13:22 | 18:47 | 22:51 | 37:44 | 09:29 | 07:01 |
 | Medallion of Courage | 19 | 33.33% | 75.5 | 47.37% | -2.63% | -7.37% | +12.63% | 2.05% | 16:38 | 07:02 | 09:57 | 15:55 | 19:42 | 37:44 | 09:45 | 07:13 |
 | Blight Stone | 20 | 35.09% | 73.6 | 45.00% | -6.35% | -5.00% | +15.00% | 1.78% | 14:07 | -01:29 | 08:04 | 12:25 | 19:18 | 37:44 | 11:14 | 08:19 |
 | Fluffy Hat | 20 | 35.09% | 71.7 | 45.00% | -6.35% | +15.00% | -5.00% | -2.12% | 20:40 | 03:27 | 15:49 | 19:08 | 25:15 | 42:07 | 09:26 | 06:59 |
 | Hood of Defiance | 2 | 3.51% | 69.8 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 20:35 | 19:19 | 19:19 | 21:51 | 21:51 | 21:51 | 02:32 | 01:52 |
 | Ghost Scepter | 7 | 12.28% | 67.9 | 57.14% | +9.14% | -7.14% | -7.14% | 0.00% | 29:46 | 22:31 | 22:32 | 23:13 | 31:06 | 43:05 | 08:34 | 06:20 |
 | Ring of Health | 7 | 12.28% | 66.0 | 57.14% | +9.14% | +42.86% | -7.14% | -5.80% | 29:30 | 18:50 | 21:51 | 26:48 | 30:28 | 44:26 | 08:37 | 06:22 |
 | Guardian Greaves | 10 | 17.54% | 64.2 | 50.00% | +1.06% | +50.00% | 0.00% | -4.05% | 32:24 | 23:31 | 26:15 | 31:56 | 38:36 | 41:30 | 12:21 | 09:08 |
 | Buckler | 14 | 24.56% | 62.3 | 42.86% | -8.30% | +7.14% | -9.53% | -1.43% | 28:32 | 18:47 | 22:55 | 25:31 | 34:35 | 45:34 | 11:40 | 08:38 |
 | Headdress | 15 | 26.32% | 60.4 | 40.00% | -12.38% | +35.00% | -15.00% | -5.24% | 22:23 | 10:14 | 17:51 | 20:32 | 27:23 | 33:18 | 09:32 | 07:03 |
 | Force Staff | 15 | 26.32% | 58.5 | 40.00% | -12.38% | -15.00% | -15.00% | 0.00% | 27:55 | 16:22 | 21:00 | 26:22 | 33:31 | 47:11 | 12:31 | 09:16 |
 | Mekansm | 15 | 26.32% | 56.6 | 40.00% | -12.38% | +35.00% | -15.00% | -7.30% | 24:57 | 16:28 | 20:34 | 23:30 | 27:25 | 33:58 | 06:51 | 05:04 |
 | Spirit Vessel | 19 | 33.33% | 54.7 | 36.84% | -18.42% | -16.84% | +23.16% | 5.69% | 19:07 | 12:27 | 15:34 | 17:12 | 22:36 | 31:51 | 07:02 | 05:12 |
 | Blink Dagger | 5 | 8.77% | 52.8 | 60.00% | +11.92% | +40.00% | -60.00% | 0.00% | 34:05 | 24:59 | 24:59 | 28:40 | 31:06 | 57:20 | 06:07 | 04:31 |
 | Wraith Band | 9 | 15.79% | 50.9 | 44.44% | -5.56% | +55.56% | -44.44% | -100.00% | 01:01 | -01:29 | -01:29 | -00:07 | 01:11 | 07:45 | 02:40 | 01:58 |
 | Aghanim's Scepter | 7 | 12.28% | 49.1 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 40:30 | 31:13 | 33:32 | 38:35 | 40:00 | 1:01:20 | 06:28 | 04:47 |
 | Ethereal Blade | 4 | 7.02% | 47.2 | 50.00% | +0.94% | -50.00% | -50.00% | 0.00% | 38:43 | 27:50 | 27:50 | 28:38 | 45:06 | 53:18 | 17:16 | 12:47 |
 | Power Treads | 4 | 7.02% | 45.3 | 50.00% | +0.94% | -50.00% | -50.00% | 0.00% | 17:50 | 07:49 | 07:49 | 13:20 | 23:09 | 27:00 | 15:20 | 11:21 |
 | Shiva's Guard | 1 | 1.75% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.75% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 |
 | Sange | 1 | 1.75% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.75% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Bracer | 1 | 1.75% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.75% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.75% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.75% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.75% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 8.77% | 26.4 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 33:23 | 25:48 | 25:48 | 30:53 | 38:38 | 44:26 | 12:50 | 09:30 |
 | Glimmer Cape | 2 | 3.51% | 24.5 | 50.00% | +0.91% | -50.00% | 0.00% | 0.00% | 37:19 | 27:38 | 27:38 | 46:59 | 46:59 | 46:59 | 19:21 | 14:20 |
 | Dragon Lance | 1 | 1.75% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.75% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.75% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.75% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.75% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Yasha | 1 | 1.75% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:13 | 12:13 | 12:13 | 12:13 | 12:13 | 12:13 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.75% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.75% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:35 | 45:35 | 45:35 | 45:35 | 45:35 | 45:35 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.75% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Bottle | 1 | 1.75% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.75% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:35 | 45:35 | 45:35 | 45:35 | 45:35 | 45:35 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.75% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |