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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 | 23 | 60.53% | 100.0 | 47.83% | +27.83% | -14.50% | -14.50% | 0.00% | 18:28 | 05:46 | 12:16 | 16:52 | 18:24 | 38:09 | 06:08 | 04:32 |
 | Mekansm | 8 | 21.05% | 98.0 | 62.50% | +32.50% | -12.50% | +37.50% | 6.77% | 14:36 | 08:37 | 10:32 | 13:18 | 17:55 | 20:05 | 07:23 | 05:28 |
 | Magic Wand | 34 | 89.47% | 96.0 | 41.18% | +41.18% | +3.26% | -3.68% | -0.72% | 10:15 | -01:28 | 04:24 | 08:18 | 14:04 | 31:17 | 09:40 | 07:09 |
 | Aghanim's Shard | 11 | 28.95% | 94.0 | 54.55% | +24.92% | +12.12% | +45.45% | 4.48% | 27:06 | 15:43 | 19:32 | 23:33 | 26:58 | 52:35 | 07:26 | 05:30 |
 | Aghanim's Scepter | 17 | 44.74% | 92.0 | 47.06% | +18.49% | -22.06% | +2.94% | 2.62% | 28:39 | 20:49 | 23:29 | 27:29 | 33:01 | 42:51 | 09:32 | 07:03 |
 | Magic Stick | 37 | 97.37% | 90.0 | 37.84% | +37.84% | +6.60% | +17.72% | 2.70% | 04:18 | -01:29 | -01:28 | 02:11 | 05:35 | 31:16 | 07:03 | 05:13 |
 | Boots of Speed | 38 | 100.00% | 88.0 | 36.84% | +36.84% | +13.16% | -3.51% | -4.15% | 06:08 | -01:29 | 04:09 | 05:35 | 08:10 | 12:31 | 04:01 | 02:58 |
 | Ring of Protection | 21 | 55.26% | 86.0 | 42.86% | +13.45% | +17.14% | -2.86% | -1.67% | 09:34 | -01:29 | 01:59 | 05:48 | 13:59 | 39:04 | 12:00 | 08:53 |
 | Hood of Defiance | 4 | 10.53% | 84.0 | 75.00% | +42.65% | +25.00% | +25.00% | 0.00% | 17:46 | 13:55 | 13:55 | 15:47 | 15:47 | 25:36 | 01:52 | 01:22 |
 | Pipe of Insight | 4 | 10.53% | 82.0 | 75.00% | +42.65% | +25.00% | +25.00% | 0.00% | 21:30 | 16:17 | 16:17 | 17:58 | 21:13 | 30:33 | 04:56 | 03:39 |
 | Ring of Health | 13 | 34.21% | 80.0 | 46.15% | +14.15% | +20.52% | -12.82% | -1.57% | 29:11 | 13:35 | 15:29 | 27:51 | 36:45 | 45:12 | 21:16 | 15:45 |
 | Guardian Greaves | 7 | 18.42% | 78.0 | 57.14% | +24.88% | -57.14% | +42.86% | 21.51% | 20:27 | 13:55 | 18:00 | 19:29 | 22:39 | 28:19 | 04:39 | 03:26 |
 | Chainmail | 20 | 52.63% | 76.0 | 40.00% | +6.67% | +20.00% | +20.00% | 0.00% | 09:26 | 02:09 | 06:44 | 08:07 | 11:33 | 18:43 | 04:49 | 03:34 |
 | Arcane Boots | 25 | 65.79% | 74.0 | 36.00% | -2.46% | -2.67% | -2.67% | 0.00% | 11:46 | 04:32 | 10:15 | 12:27 | 13:15 | 17:44 | 03:00 | 02:13 |
 | Buckler | 11 | 28.95% | 72.0 | 45.45% | +12.12% | -45.45% | -12.12% | 3.81% | 23:49 | 13:12 | 15:26 | 20:55 | 24:11 | 39:04 | 08:45 | 06:28 |
 | Holy Locket | 12 | 31.58% | 70.0 | 41.67% | +7.05% | +25.00% | -8.34% | -1.82% | 26:58 | 13:11 | 17:33 | 19:17 | 35:51 | 49:55 | 18:18 | 13:33 |
 | Quelling Blade | 16 | 42.11% | 68.0 | 37.50% | +1.14% | -12.50% | +37.50% | 0.00% | 00:01 | -01:29 | -01:29 | -01:29 | -01:29 | 09:37 | 00:00 | 00:00 |
 | Fluffy Hat | 17 | 44.74% | 66.0 | 35.29% | -2.81% | -35.29% | +14.71% | 2.81% | 21:05 | 03:17 | 12:07 | 16:33 | 29:55 | 49:34 | 17:48 | 13:11 |
 | Void Stone | 9 | 23.68% | 64.0 | 44.44% | +9.96% | +5.56% | +5.56% | 0.00% | 33:41 | 25:46 | 26:41 | 32:55 | 36:45 | 45:19 | 10:04 | 07:27 |
 | Lotus Orb | 6 | 15.79% | 62.0 | 50.00% | +15.62% | 0.00% | +50.00% | 8.31% | 31:53 | 25:46 | 26:57 | 28:39 | 32:58 | 45:38 | 06:01 | 04:27 |
 | Soul Ring | 10 | 26.32% | 60.0 | 40.00% | +4.29% | -6.67% | +60.00% | 15.21% | 06:09 | 02:52 | 03:38 | 06:00 | 08:01 | 12:47 | 04:23 | 03:14 |
 | Refresher Orb | 3 | 7.89% | 58.0 | 66.67% | +32.38% | +33.33% | 0.00% | 0.00% | 45:45 | 37:52 | 37:52 | 38:43 | 60:41 | 60:41 | 22:49 | 16:54 |
 | Black King Bar | 7 | 18.42% | 56.0 | 42.86% | +7.38% | +7.14% | -42.86% | -8.90% | 21:31 | 16:02 | 16:51 | 21:21 | 22:28 | 29:12 | 05:37 | 04:09 |
 | Phase Boots | 12 | 31.58% | 54.0 | 33.33% | -5.13% | +33.34% | -33.33% | -30.77% | 08:53 | 06:31 | 07:48 | 08:17 | 09:58 | 12:05 | 02:10 | 01:36 |
 | Boots of Travel | 1 | 2.63% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.63% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.63% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Bracer | 1 | 2.63% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:36 | 01:36 | 01:36 | 01:36 | 01:36 | 01:36 | 00:00 | 00:00 |
 | Vladmir's Offering | 5 | 13.16% | 44.0 | 40.00% | +3.64% | -40.00% | +60.00% | 0.00% | 36:17 | 26:56 | 26:56 | 39:04 | 39:17 | 40:30 | 12:21 | 09:08 |
 | Wraith Band | 5 | 13.16% | 42.0 | 40.00% | +3.64% | +60.00% | -40.00% | 0.00% | 06:02 | 00:56 | 00:56 | 03:14 | 03:20 | 21:00 | 02:24 | 01:46 |
 | Blink Dagger | 6 | 15.79% | 40.0 | 33.33% | -4.17% | -33.33% | +66.67% | 15.38% | 25:47 | 20:25 | 20:34 | 24:19 | 27:04 | 37:11 | 06:30 | 04:48 |
 | Desolator | 8 | 21.05% | 38.0 | 25.00% | -15.00% | +25.00% | +25.00% | 0.00% | 19:41 | 13:44 | 15:58 | 17:41 | 20:36 | 30:43 | 04:38 | 03:25 |
 | Skull Basher | 2 | 5.26% | 36.0 | 50.00% | +13.89% | -50.00% | 0.00% | 0.00% | 35:28 | 24:59 | 24:59 | 45:57 | 45:57 | 45:57 | 20:58 | 15:31 |
 | Heaven's Halberd | 2 | 5.26% | 34.0 | 50.00% | +13.89% | +50.00% | 0.00% | 0.00% | 32:55 | 30:02 | 30:02 | 35:47 | 35:47 | 35:47 | 05:45 | 04:15 |
 | Sange | 2 | 5.26% | 32.0 | 50.00% | +13.89% | +50.00% | 0.00% | 0.00% | 29:39 | 24:36 | 24:36 | 34:42 | 34:42 | 34:42 | 10:06 | 07:28 |
 | Linken's Sphere | 2 | 5.26% | 30.0 | 50.00% | +13.89% | -50.00% | 0.00% | 0.00% | 45:28 | 45:06 | 45:06 | 45:50 | 45:50 | 45:50 | 00:44 | 00:32 |
 | Blight Stone | 10 | 26.32% | 28.0 | 20.00% | -22.86% | +13.33% | +30.00% | 1.38% | 11:37 | -01:29 | 08:05 | 10:10 | 20:08 | 23:14 | 12:03 | 08:55 |
 | Morbid Mask | 4 | 10.53% | 26.0 | 25.00% | -13.24% | -25.00% | -25.00% | 0.00% | 35:01 | 26:28 | 26:28 | 35:38 | 38:55 | 39:04 | 12:27 | 09:13 |
 | Ring of Basilius | 4 | 10.53% | 24.0 | 25.00% | -13.24% | -25.00% | -25.00% | 0.00% | 31:00 | 23:49 | 23:49 | 25:29 | 35:38 | 39:04 | 11:49 | 08:45 |
 | Force Staff | 5 | 13.16% | 22.0 | 20.00% | -19.39% | -20.00% | +80.00% | 0.00% | 29:33 | 22:45 | 22:45 | 28:04 | 34:49 | 35:52 | 12:04 | 08:56 |
 | Echo Sabre | 3 | 7.89% | 20.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 14:18 | 13:48 | 13:48 | 13:52 | 15:13 | 15:13 | 01:25 | 01:02 |
 | Orb of Venom | 1 | 2.63% | 18.0 | 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 |
 | Vanguard | 1 | 2.63% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.63% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Wind Lace | 2 | 5.26% | 12.0 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 05:24 | 04:25 | 04:25 | 06:22 | 06:22 | 06:22 | 01:57 | 01:26 |
 | Bottle | 1 | 2.63% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:03 | 01:03 | 01:03 | 01:03 | 01:03 | 01:03 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 5.26% | 8.0 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 04:24 | 03:18 | 03:18 | 05:29 | 05:29 | 05:29 | 02:11 | 01:37 |
 | Mage Slayer | 2 | 5.26% | 6.0 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 27:39 | 23:40 | 23:40 | 31:37 | 31:37 | 31:37 | 07:57 | 05:53 |
 | Helm of Iron Will | 1 | 2.63% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 5.26% | 2.0 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 36:42 | 32:06 | 32:06 | 41:17 | 41:17 | 41:17 | 09:11 | 06:48 |