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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 | |
 | Headdress | 8 | 20.51% | 100.0 | 87.50% | +58.47% | +12.50% | +12.50% | 0.00% | 26:23 | 20:07 | 20:59 | 23:44 | 27:56 | 38:18 | 06:57 | 05:08 |
 | Hood of Defiance | 6 | 15.38% | 97.9 | 83.33% | +50.00% | +16.67% | +16.67% | 0.00% | 24:37 | 18:20 | 19:12 | 20:56 | 28:58 | 38:44 | 09:46 | 07:14 |
 | Pipe of Insight | 6 | 15.38% | 95.7 | 83.33% | +50.00% | +16.67% | +16.67% | 0.00% | 27:22 | 20:22 | 20:59 | 23:44 | 30:34 | 39:36 | 09:35 | 07:05 |
 | Void Stone | 22 | 56.41% | 93.6 | 59.09% | +41.44% | -25.76% | +20.91% | 6.56% | 26:54 | 15:39 | 22:35 | 25:42 | 29:42 | 42:22 | 07:07 | 05:16 |
 | Ring of Health | 9 | 23.08% | 91.5 | 66.67% | +33.34% | +33.33% | -16.67% | -3.02% | 27:48 | 18:20 | 18:55 | 25:06 | 35:27 | 41:10 | 16:32 | 12:14 |
 | Crown | 20 | 51.28% | 89.4 | 50.00% | +18.42% | -30.00% | +30.00% | 11.92% | 08:58 | 02:39 | 05:30 | 08:17 | 10:32 | 18:59 | 05:02 | 03:43 |
 | Magic Stick | 37 | 94.87% | 87.2 | 43.24% | +43.24% | +1.20% | -21.02% | -4.14% | 06:41 | 00:46 | 02:07 | 04:46 | 07:29 | 28:28 | 05:22 | 03:58 |
 | Veil of Discord | 18 | 46.15% | 85.1 | 50.00% | +16.67% | +10.00% | 0.00% | -2.70% | 12:47 | 07:47 | 10:02 | 11:41 | 13:44 | 22:12 | 03:42 | 02:44 |
 | Eul's Scepter of Divinity | 18 | 46.15% | 83.0 | 50.00% | +16.67% | -10.00% | 0.00% | 1.86% | 26:51 | 17:27 | 24:23 | 25:42 | 29:46 | 37:06 | 05:23 | 03:59 |
 | Helm of Iron Will | 18 | 46.15% | 80.9 | 50.00% | +16.67% | +10.00% | 0.00% | -2.49% | 09:53 | 03:12 | 06:56 | 08:18 | 10:57 | 18:59 | 04:01 | 02:58 |
 | Boots of Speed | 39 | 100.00% | 78.7 | 41.03% | +41.03% | -1.03% | +18.97% | 7.74% | 04:08 | -01:29 | 02:52 | 04:20 | 05:27 | 10:38 | 02:35 | 01:54 |
 | Stout Shield | 34 | 87.18% | 76.6 | 41.18% | +1.18% | +3.26% | -28.68% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 |
 | Blink Dagger | 38 | 97.44% | 74.5 | 39.47% | -60.53% | -9.47% | -17.25% | -2.35% | 17:10 | 12:47 | 15:23 | 16:24 | 18:42 | 24:40 | 03:19 | 02:27 |
 | Wind Lace | 32 | 82.05% | 72.3 | 40.63% | -2.23% | +9.37% | +9.37% | 0.00% | 12:44 | -01:29 | 06:40 | 09:35 | 19:46 | 28:23 | 13:06 | 09:42 |
 | Quelling Blade | 29 | 74.36% | 70.2 | 41.38% | +1.38% | +15.76% | +1.48% | -7.02% | 03:23 | 00:11 | 00:51 | 01:13 | 02:53 | 17:17 | 02:02 | 01:30 |
 | Lotus Orb | 6 | 15.38% | 68.1 | 66.67% | +30.31% | -16.67% | +33.33% | 7.06% | 41:51 | 32:24 | 36:14 | 37:24 | 43:19 | 60:32 | 07:05 | 05:14 |
 | Magic Wand | 22 | 56.41% | 66.0 | 40.91% | -0.27% | +9.09% | -20.91% | -2.74% | 15:43 | 04:39 | 10:32 | 15:36 | 21:29 | 28:28 | 10:57 | 08:06 |
 | Mekansm | 2 | 5.13% | 63.8 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 26:14 | 23:39 | 23:39 | 28:48 | 28:48 | 28:48 | 05:09 | 03:48 |
 | Buckler | 2 | 5.13% | 61.7 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 26:08 | 23:28 | 23:28 | 28:48 | 28:48 | 28:48 | 05:20 | 03:57 |
 | Tranquil Boots | 24 | 61.54% | 59.6 | 37.50% | -9.17% | +12.50% | -20.83% | -5.54% | 12:20 | 05:55 | 08:22 | 10:18 | 14:23 | 21:54 | 06:01 | 04:27 |
 | Chainmail | 5 | 12.82% | 57.4 | 60.00% | +21.76% | -60.00% | -60.00% | 0.00% | 30:42 | 19:24 | 19:24 | 28:48 | 30:36 | 51:17 | 11:12 | 08:17 |
 | Black King Bar | 5 | 12.82% | 55.3 | 60.00% | +21.76% | +40.00% | -60.00% | -5.34% | 44:11 | 31:39 | 31:39 | 46:44 | 50:23 | 54:20 | 18:44 | 13:52 |
 | Arcane Boots | 3 | 7.69% | 53.2 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 27:56 | 25:22 | 25:22 | 27:10 | 31:15 | 31:15 | 05:53 | 04:21 |
 | Force Staff | 7 | 17.95% | 51.1 | 42.86% | +2.23% | +57.14% | -42.86% | -15.83% | 30:59 | 22:43 | 26:43 | 32:06 | 33:02 | 36:38 | 06:19 | 04:40 |
 | Aghanim's Scepter | 4 | 10.26% | 48.9 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 41:53 | 33:25 | 33:25 | 40:23 | 46:31 | 47:11 | 13:06 | 09:42 |
 | Scythe of Vyse | 4 | 10.26% | 46.8 | 50.00% | +10.00% | -50.00% | -50.00% | 0.00% | 45:03 | 34:35 | 34:35 | 41:25 | 47:09 | 57:03 | 12:34 | 09:18 |
 | Bottle | 4 | 10.26% | 44.7 | 50.00% | +10.00% | -50.00% | -50.00% | 0.00% | 05:03 | 03:06 | 03:06 | 04:35 | 04:37 | 07:53 | 01:31 | 01:07 |
 | Bracer | 4 | 10.26% | 42.6 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 16:39 | 06:50 | 06:50 | 15:39 | 21:19 | 22:48 | 14:29 | 10:43 |
 | Morbid Mask | 1 | 2.56% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.56% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.56% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.56% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.56% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.56% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Blight Stone | 2 | 5.13% | 27.7 | 50.00% | +9.46% | -50.00% | 0.00% | 0.00% | 27:54 | 25:11 | 25:11 | 30:36 | 30:36 | 30:36 | 05:25 | 04:00 |
 | Medallion of Courage | 2 | 5.13% | 25.5 | 50.00% | +9.46% | -50.00% | 0.00% | 0.00% | 27:54 | 25:11 | 25:11 | 30:36 | 30:36 | 30:36 | 05:25 | 04:00 |
 | Shiva's Guard | 2 | 5.13% | 23.4 | 50.00% | +9.46% | +50.00% | 0.00% | 0.00% | 40:54 | 38:04 | 38:04 | 43:43 | 43:43 | 43:43 | 05:39 | 04:11 |
 | Ring of Protection | 4 | 10.26% | 21.3 | 25.00% | -17.86% | -25.00% | +75.00% | 0.00% | 21:53 | 06:12 | 06:12 | 07:07 | 20:23 | 53:48 | 14:11 | 10:30 |
 | Orb of Venom | 1 | 2.56% | 19.1 | 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 |
 | Soul Ring | 1 | 2.56% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:41 | 52:41 | 52:41 | 52:41 | 52:41 | 52:41 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.56% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:10 | 1:07:10 | 1:07:10 | 1:07:10 | 1:07:10 | 1:07:10 | 00:00 | 00:00 |
 | Ghost Scepter | 3 | 7.69% | 12.8 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 50:23 | 39:30 | 39:30 | 44:13 | 1:07:26 | 1:07:26 | 27:56 | 20:41 |
 | Ethereal Blade | 1 | 2.56% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:40 | 1:07:40 | 1:07:40 | 1:07:40 | 1:07:40 | 1:07:40 | 00:00 | 00:00 |
 | Urn of Shadows | 3 | 7.69% | 8.5 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 12:03 | 07:07 | 07:07 | 08:34 | 20:29 | 20:29 | 13:22 | 09:54 |
 | Blade Mail | 1 | 2.56% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 5.13% | 4.3 | 0.00% | -43.24% | 0.00% | 0.00% | 0.00% | 16:05 | 11:24 | 11:24 | 20:45 | 20:45 | 20:45 | 09:21 | 06:55 |
 | Aghanim's Blessing | 1 | 2.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:09 | 1:07:09 | 1:07:09 | 1:07:09 | 1:07:09 | 1:07:09 | 00:00 | 00:00 |