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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 | |
 | Scythe of Vyse | 6 | 25.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:41 | 25:40 | 29:38 | 35:24 | 38:53 | 41:01 | 09:15 | 06:51 |
 | Quelling Blade | 17 | 70.83% | 97.1 | 70.59% | +27.73% | -45.59% | +4.41% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Magic Stick | 23 | 95.83% | 94.1 | 65.22% | +65.22% | +1.45% | +1.45% | 0.00% | 05:06 | -01:29 | -01:29 | 05:22 | 07:23 | 21:37 | 08:52 | 06:34 |
 | Magic Wand | 23 | 95.83% | 91.2 | 65.22% | +65.22% | +18.11% | -15.22% | -8.13% | 09:42 | 05:11 | 06:58 | 08:45 | 11:04 | 22:25 | 04:06 | 03:02 |
 | Blink Dagger | 16 | 66.67% | 88.2 | 68.75% | +18.75% | +31.25% | -43.75% | -9.41% | 24:03 | 16:15 | 19:32 | 21:54 | 27:30 | 33:19 | 07:58 | 05:54 |
 | Void Stone | 9 | 37.50% | 85.3 | 77.78% | +24.45% | +22.22% | -27.78% | -3.00% | 27:51 | 16:08 | 18:43 | 28:43 | 35:24 | 38:53 | 16:41 | 12:21 |
 | Arcane Boots | 24 | 100.00% | 82.4 | 62.50% | +62.50% | +20.83% | -12.50% | -13.51% | 06:07 | 04:00 | 04:28 | 04:56 | 06:56 | 11:21 | 02:28 | 01:49 |
 | Boots of Speed | 24 | 100.00% | 79.4 | 62.50% | +62.50% | +37.50% | -12.50% | -25.64% | 03:23 | 01:36 | 02:11 | 02:53 | 04:08 | 07:39 | 01:57 | 01:26 |
 | Headdress | 24 | 100.00% | 76.5 | 62.50% | +62.50% | +4.17% | -12.50% | -3.11% | 09:44 | 05:19 | 06:10 | 08:23 | 11:32 | 20:07 | 05:22 | 03:58 |
 | Aghanim's Scepter | 6 | 25.00% | 73.5 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 35:34 | 26:17 | 31:00 | 34:07 | 40:41 | 43:56 | 09:41 | 07:10 |
 | Buckler | 23 | 95.83% | 70.6 | 60.87% | -39.13% | +22.46% | -10.87% | -4.03% | 15:42 | 10:36 | 11:56 | 13:52 | 20:12 | 26:43 | 08:16 | 06:07 |
 | Ring of Protection | 23 | 95.83% | 67.6 | 60.87% | -39.13% | +5.80% | -27.54% | -7.44% | 13:54 | -01:29 | 10:36 | 11:56 | 15:05 | 26:43 | 04:29 | 03:19 |
 | Chainmail | 22 | 91.67% | 64.7 | 59.09% | -40.91% | +24.24% | -19.09% | -11.06% | 10:33 | 06:58 | 08:01 | 09:21 | 11:56 | 17:41 | 03:55 | 02:54 |
 | Mekansm | 22 | 91.67% | 61.8 | 59.09% | -40.91% | +24.24% | -39.09% | -19.89% | 12:33 | 08:47 | 10:44 | 11:46 | 13:55 | 20:09 | 03:11 | 02:21 |
 | Guardian Greaves | 22 | 91.67% | 58.8 | 59.09% | -40.91% | +40.91% | -39.09% | -11.43% | 17:36 | 11:14 | 13:58 | 16:20 | 20:58 | 28:23 | 07:00 | 05:11 |
 | Ring of Basilius | 5 | 20.83% | 55.9 | 80.00% | +22.11% | +20.00% | +20.00% | 0.00% | 12:44 | 02:13 | 02:13 | 06:57 | 24:02 | 24:04 | 21:49 | 16:09 |
 | Ring of Health | 14 | 58.33% | 52.9 | 57.14% | -12.86% | +17.86% | -23.81% | -4.67% | 12:35 | 02:49 | 07:26 | 09:10 | 16:21 | 34:56 | 08:55 | 06:36 |
 | Hood of Defiance | 8 | 33.33% | 50.0 | 62.50% | 0.00% | -62.50% | -12.50% | 7.59% | 14:01 | 09:10 | 10:14 | 13:09 | 16:49 | 19:04 | 06:35 | 04:52 |
 | Pipe of Insight | 8 | 33.33% | 47.1 | 62.50% | 0.00% | -62.50% | -12.50% | 7.65% | 18:42 | 14:29 | 14:35 | 17:29 | 21:07 | 24:50 | 06:32 | 04:50 |
 | Soul Ring | 6 | 25.00% | 44.1 | 66.67% | +5.56% | -16.67% | -66.67% | 0.00% | 12:43 | 08:27 | 08:57 | 11:22 | 13:34 | 21:32 | 04:37 | 03:25 |
 | Helm of Iron Will | 4 | 16.67% | 41.2 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 16:10 | 11:48 | 11:48 | 12:19 | 16:40 | 23:52 | 04:52 | 03:36 |
 | Crimson Guard | 4 | 16.67% | 38.2 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 17:40 | 12:58 | 12:58 | 14:18 | 18:15 | 25:10 | 05:17 | 03:54 |
 | Vladmir's Offering | 2 | 8.33% | 35.3 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 27:08 | 24:04 | 24:04 | 30:12 | 30:12 | 30:12 | 06:08 | 04:32 |
 | Black King Bar | 2 | 8.33% | 32.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 29:27 | 23:00 | 23:00 | 35:54 | 35:54 | 35:54 | 12:54 | 09:33 |
 | Morbid Mask | 2 | 8.33% | 29.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 26:50 | 24:04 | 24:04 | 29:35 | 29:35 | 29:35 | 05:31 | 04:05 |
 | Wraith Pact | 2 | 8.33% | 26.5 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 28:30 | 26:38 | 26:38 | 30:22 | 30:22 | 30:22 | 03:44 | 02:45 |
 | Vanguard | 5 | 20.83% | 23.5 | 60.00% | -3.16% | +40.00% | -60.00% | 0.00% | 09:44 | 05:46 | 05:46 | 09:57 | 10:12 | 15:56 | 04:26 | 03:17 |
 | Fluffy Hat | 5 | 20.83% | 20.6 | 60.00% | -3.16% | +40.00% | +40.00% | 0.00% | 19:16 | 12:54 | 12:54 | 18:52 | 19:20 | 27:33 | 06:26 | 04:45 |
 | Force Staff | 3 | 12.50% | 17.6 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 24:33 | 20:33 | 20:33 | 25:06 | 27:59 | 27:59 | 07:26 | 05:30 |
 | Lotus Orb | 3 | 12.50% | 14.7 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 30:17 | 23:12 | 23:12 | 32:33 | 35:05 | 35:05 | 11:53 | 08:48 |
 | Null Talisman | 4 | 16.67% | 11.8 | 50.00% | -15.00% | -50.00% | +50.00% | 0.00% | 11:32 | 02:05 | 02:05 | 03:30 | 16:49 | 23:45 | 14:44 | 10:54 |
 | Aghanim's Shard | 4 | 16.67% | 8.8 | 50.00% | -15.00% | +50.00% | +50.00% | 0.00% | 19:56 | 15:43 | 15:43 | 16:46 | 17:30 | 29:44 | 01:47 | 01:19 |
 | Boots of Travel | 1 | 4.17% | 5.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:28 | 59:28 | 59:28 | 59:28 | 59:28 | 59:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 2.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |