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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 | |
 | Magic Wand | 21 | 53.85% | 100.0 | 71.43% | +38.10% | +8.57% | +8.57% | 0.00% | 12:41 | 05:22 | 09:26 | 11:18 | 16:36 | 23:46 | 07:10 | 05:18 |
 | Aghanim's Scepter | 12 | 30.77% | 97.7 | 75.00% | +30.56% | -41.67% | -8.33% | 5.82% | 31:57 | 26:41 | 27:54 | 31:31 | 33:38 | 41:20 | 05:44 | 04:14 |
 | Wind Lace | 37 | 94.87% | 95.5 | 56.76% | +56.76% | -1.20% | -1.20% | 0.00% | 07:10 | -01:29 | 04:10 | 07:03 | 09:50 | 21:16 | 05:40 | 04:11 |
 | Shadow Blade | 25 | 64.10% | 93.2 | 60.00% | +17.14% | +6.67% | +6.67% | 0.00% | 23:44 | 14:11 | 18:11 | 22:41 | 27:43 | 44:41 | 09:32 | 07:03 |
 | Magic Stick | 36 | 92.31% | 90.9 | 55.56% | +22.23% | 0.00% | 0.00% | 0.00% | 05:01 | -01:29 | 02:00 | 04:33 | 07:23 | 17:40 | 05:23 | 03:59 |
 | Boots of Speed | 39 | 100.00% | 88.6 | 53.85% | +53.85% | +16.15% | -13.85% | -12.86% | 01:17 | -01:30 | -01:29 | -01:28 | 03:49 | 07:06 | 05:18 | 03:55 |
 | Aghanim's Shard | 8 | 20.51% | 86.4 | 75.00% | +26.61% | +25.00% | -25.00% | -5.79% | 26:13 | 18:17 | 19:06 | 22:54 | 27:44 | 46:31 | 08:38 | 06:23 |
 | Phase Boots | 33 | 84.62% | 84.1 | 51.52% | -15.15% | +23.48% | +10.98% | -2.27% | 11:16 | 05:34 | 08:21 | 11:45 | 13:52 | 17:12 | 05:31 | 04:05 |
 | Sange | 3 | 7.69% | 81.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:18 | 34:49 | 34:49 | 39:16 | 43:48 | 43:48 | 08:59 | 06:39 |
 | Orb of Venom | 3 | 7.69% | 79.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Tranquil Boots | 3 | 7.69% | 77.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:43 | 11:11 | 11:11 | 11:51 | 12:07 | 12:07 | 00:56 | 00:41 |
 | Kaya | 3 | 7.69% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:27 | 33:20 | 33:20 | 41:12 | 43:48 | 43:48 | 10:28 | 07:45 |
 | Chainmail | 34 | 87.18% | 72.7 | 50.00% | -30.00% | +16.67% | +12.50% | -0.78% | 09:41 | 03:48 | 06:43 | 10:16 | 12:05 | 16:48 | 05:22 | 03:58 |
 | Black King Bar | 13 | 33.33% | 70.5 | 61.54% | +11.54% | -61.54% | +5.13% | 7.39% | 28:05 | 21:10 | 23:50 | 25:29 | 32:51 | 35:32 | 09:01 | 06:40 |
 | Wraith Band | 10 | 25.64% | 68.2 | 60.00% | +8.28% | +6.67% | +40.00% | 33.33% | 02:54 | -01:28 | 01:46 | 01:55 | 02:34 | 14:23 | 00:48 | 00:35 |
 | Drum of Endurance | 4 | 10.26% | 65.9 | 75.00% | +23.57% | +25.00% | +25.00% | 0.00% | 18:22 | 14:28 | 14:28 | 17:20 | 20:01 | 21:40 | 05:33 | 04:06 |
 | Fluffy Hat | 4 | 10.26% | 63.6 | 75.00% | +23.57% | +25.00% | -75.00% | -7.79% | 33:11 | 16:45 | 16:45 | 27:24 | 29:35 | 59:00 | 12:50 | 09:30 |
 | Silver Edge | 2 | 5.13% | 61.4 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 35:53 | 34:17 | 34:17 | 37:29 | 37:29 | 37:29 | 03:12 | 02:22 |
 | Yasha and Kaya | 2 | 5.13% | 59.1 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 38:08 | 35:04 | 35:04 | 41:12 | 41:12 | 41:12 | 06:08 | 04:32 |
 | Yasha | 2 | 5.13% | 56.8 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 36:23 | 34:59 | 34:59 | 37:47 | 37:47 | 37:47 | 02:48 | 02:04 |
 | Crystalys | 2 | 5.13% | 54.5 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 35:44 | 34:15 | 34:15 | 37:13 | 37:13 | 37:13 | 02:58 | 02:11 |
 | Eul's Scepter of Divinity | 2 | 5.13% | 52.3 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 33:24 | 25:46 | 25:46 | 41:02 | 41:02 | 41:02 | 15:16 | 11:18 |
 | Void Stone | 2 | 5.13% | 50.0 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 33:04 | 25:24 | 25:24 | 40:43 | 40:43 | 40:43 | 15:19 | 11:20 |
 | Boots of Bearing | 2 | 5.13% | 47.7 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 33:10 | 27:31 | 27:31 | 38:48 | 38:48 | 38:48 | 11:17 | 08:21 |
 | Quelling Blade | 13 | 33.33% | 45.5 | 46.15% | -11.54% | +20.52% | -12.82% | -4.02% | 04:58 | -01:29 | -01:29 | -01:29 | 09:46 | 32:09 | 11:15 | 08:20 |
 | Arcane Boots | 1 | 2.56% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.56% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.56% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.56% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.56% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.56% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.56% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.56% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.56% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.56% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.56% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.56% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.56% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.56% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.56% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 00:00 | 00:00 |
 | Bracer | 1 | 2.56% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.56% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.56% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |