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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 | |
 | Bracer | 25 | 69.44% | 100.0 | 68.00% | +40.73% | -18.00% | -18.00% | 0.00% | 02:25 | -01:29 | 01:42 | 02:15 | 02:43 | 06:39 | 01:01 | 00:45 |
 | Magic Wand | 28 | 77.78% | 98.1 | 60.71% | +23.21% | +25.00% | -17.85% | -9.74% | 08:52 | 02:23 | 05:42 | 08:28 | 10:06 | 26:52 | 04:24 | 03:15 |
 | Rod of Atos | 28 | 77.78% | 96.3 | 60.71% | +23.21% | +10.72% | -17.85% | -12.89% | 14:40 | 11:51 | 13:00 | 14:15 | 15:13 | 21:10 | 02:13 | 01:38 |
 | Crown | 29 | 80.56% | 94.4 | 58.62% | +15.76% | -1.48% | -15.76% | -5.71% | 10:21 | 01:57 | 07:38 | 09:13 | 10:08 | 31:58 | 02:30 | 01:51 |
 | Boots of Speed | 36 | 100.00% | 92.6 | 55.56% | +55.56% | -11.12% | +22.22% | 14.71% | 05:07 | 01:43 | 03:40 | 05:03 | 05:56 | 11:25 | 02:16 | 01:40 |
 | Magic Stick | 32 | 88.89% | 90.7 | 56.25% | +6.25% | +31.25% | -31.25% | -8.08% | 05:39 | -01:29 | 01:02 | 06:25 | 08:46 | 15:29 | 07:44 | 05:43 |
 | Power Treads | 18 | 50.00% | 88.9 | 61.11% | +11.11% | -21.11% | +13.89% | 18.58% | 09:37 | 05:08 | 06:18 | 07:14 | 08:11 | 30:20 | 01:53 | 01:23 |
 | Quelling Blade | 29 | 80.56% | 87.0 | 55.17% | -1.97% | -12.31% | -12.31% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 01:25 | 00:00 | 00:00 |
 | Soul Ring | 29 | 80.56% | 85.2 | 55.17% | -1.97% | +16.26% | +30.54% | 3.58% | 07:23 | 03:41 | 04:54 | 07:19 | 08:53 | 17:05 | 03:59 | 02:57 |
 | Ring of Protection | 32 | 88.89% | 83.3 | 53.13% | -21.87% | +9.37% | +21.87% | 1.77% | 07:17 | -01:29 | -01:29 | 05:55 | 08:33 | 45:07 | 10:02 | 07:25 |
 | Black King Bar | 19 | 52.78% | 81.5 | 57.89% | +4.95% | +2.11% | -37.89% | -5.19% | 22:52 | 16:29 | 18:22 | 22:11 | 26:04 | 33:02 | 07:42 | 05:42 |
 | Heart of Tarrasque | 3 | 8.33% | 79.6 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 38:13 | 25:43 | 25:43 | 39:14 | 49:42 | 49:42 | 23:59 | 17:45 |
 | Chainmail | 9 | 25.00% | 77.8 | 66.67% | +14.82% | -16.67% | -16.67% | 0.00% | 10:00 | 03:14 | 05:04 | 06:55 | 08:42 | 31:58 | 03:38 | 02:41 |
 | Buckler | 7 | 19.44% | 75.9 | 71.43% | +19.71% | +28.57% | +28.57% | 0.00% | 34:18 | 19:24 | 24:18 | 30:49 | 43:14 | 49:26 | 18:56 | 14:01 |
 | Phase Boots | 7 | 19.44% | 74.1 | 71.43% | +19.71% | -21.43% | +28.57% | 32.26% | 07:29 | 05:40 | 06:12 | 07:41 | 07:45 | 09:15 | 01:33 | 01:08 |
 | Void Stone | 14 | 38.89% | 72.2 | 57.14% | +2.59% | -7.14% | -23.81% | -1.53% | 23:23 | 09:35 | 18:20 | 22:20 | 29:14 | 35:37 | 10:54 | 08:04 |
 | Ring of Health | 19 | 52.78% | 70.4 | 47.37% | -17.34% | -27.37% | +12.63% | 2.04% | 15:57 | 02:18 | 03:39 | 10:34 | 23:13 | 37:12 | 19:34 | 14:29 |
 | Lotus Orb | 11 | 30.56% | 68.5 | 54.55% | -1.45% | -21.22% | -21.22% | 0.00% | 28:09 | 18:22 | 23:26 | 28:36 | 30:00 | 36:02 | 06:34 | 04:51 |
 | Vanguard | 4 | 11.11% | 66.7 | 75.00% | +21.87% | +25.00% | +25.00% | 0.00% | 16:51 | 06:04 | 06:04 | 06:17 | 17:49 | 37:15 | 11:45 | 08:42 |
 | Assault Cuirass | 4 | 11.11% | 64.8 | 75.00% | +21.87% | +25.00% | +25.00% | 0.00% | 32:43 | 25:19 | 25:19 | 28:17 | 31:55 | 45:20 | 06:36 | 04:53 |
 | Headdress | 7 | 19.44% | 63.0 | 57.14% | +1.97% | +42.86% | -7.14% | -10.14% | 19:12 | 14:22 | 15:28 | 17:54 | 20:24 | 27:50 | 04:56 | 03:39 |
 | Morbid Mask | 5 | 13.89% | 61.1 | 60.00% | +5.16% | -60.00% | -60.00% | 0.00% | 33:01 | 28:25 | 28:25 | 31:19 | 31:56 | 43:14 | 03:31 | 02:36 |
 | Arcane Boots | 5 | 13.89% | 59.3 | 60.00% | +5.16% | -60.00% | +40.00% | 7.71% | 14:02 | 06:37 | 06:37 | 14:41 | 19:35 | 20:28 | 12:58 | 09:36 |
 | Pipe of Insight | 6 | 16.67% | 57.4 | 50.00% | -6.67% | +50.00% | +50.00% | 0.00% | 21:14 | 14:22 | 17:37 | 21:35 | 23:44 | 28:22 | 06:07 | 04:31 |
 | Hood of Defiance | 10 | 27.78% | 55.6 | 40.00% | -21.54% | +26.67% | +10.00% | -6.06% | 10:58 | 06:56 | 07:49 | 09:03 | 10:34 | 23:13 | 02:45 | 02:02 |
 | Satanic | 3 | 8.33% | 53.7 | 66.67% | +12.12% | -66.67% | 0.00% | 0.00% | 31:15 | 28:35 | 28:35 | 32:22 | 32:48 | 32:48 | 04:13 | 03:07 |
 | Helm of Iron Will | 3 | 8.33% | 51.9 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 26:02 | 21:52 | 21:52 | 23:25 | 32:48 | 32:48 | 10:56 | 08:05 |
 | Aghanim's Shard | 7 | 19.44% | 50.0 | 42.86% | -15.76% | +57.14% | -42.86% | -23.53% | 29:15 | 23:29 | 25:27 | 28:11 | 29:42 | 38:28 | 04:15 | 03:08 |
 | Eul's Scepter of Divinity | 4 | 11.11% | 48.1 | 50.00% | -6.25% | +50.00% | -50.00% | 0.00% | 17:36 | 12:57 | 12:57 | 14:14 | 16:45 | 26:29 | 03:48 | 02:48 |
 | Skull Basher | 4 | 11.11% | 46.3 | 50.00% | -6.25% | -50.00% | +50.00% | 0.00% | 29:27 | 23:19 | 23:19 | 27:26 | 32:50 | 34:12 | 09:31 | 07:02 |
 | Wind Lace | 9 | 25.00% | 44.4 | 33.33% | -29.63% | -33.33% | -33.33% | 0.00% | 10:53 | -01:29 | 02:43 | 09:01 | 12:36 | 36:30 | 09:53 | 07:19 |
 | Guardian Greaves | 1 | 2.78% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.78% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.78% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.78% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.78% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.78% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.78% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.78% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.78% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.78% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Sange | 5 | 13.89% | 24.1 | 40.00% | -18.06% | -40.00% | -40.00% | 0.00% | 23:04 | 16:14 | 16:14 | 21:10 | 27:19 | 30:02 | 11:05 | 08:12 |
 | Heaven's Halberd | 5 | 13.89% | 22.2 | 40.00% | -18.06% | -40.00% | +60.00% | 7.96% | 26:01 | 19:36 | 19:36 | 23:41 | 32:10 | 32:48 | 12:34 | 09:18 |
 | Blink Dagger | 3 | 8.33% | 20.4 | 33.33% | -24.25% | -33.33% | 0.00% | 0.00% | 24:50 | 21:58 | 21:58 | 25:19 | 27:14 | 27:14 | 05:16 | 03:54 |
 | Solar Crest | 1 | 2.78% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.78% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.78% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 2.78% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.78% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.78% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.78% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.78% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 00:00 | 00:00 |
 | Bottle | 1 | 2.78% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.78% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |