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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 | |
 | Chainmail | 25 | 64.10% | 100.0 | 60.00% | +31.43% | -43.33% | +6.67% | 7.30% | 12:30 | 02:36 | 06:12 | 09:19 | 13:03 | 31:24 | 06:51 | 05:04 |
 | Phase Boots | 22 | 56.41% | 97.9 | 59.09% | +23.80% | -25.76% | +20.91% | 7.24% | 12:56 | 05:12 | 07:26 | 09:37 | 13:53 | 31:44 | 06:27 | 04:46 |
 | Blight Stone | 8 | 20.51% | 95.8 | 75.00% | +33.06% | -25.00% | +25.00% | 3.78% | 19:44 | -01:29 | 12:23 | 18:51 | 25:37 | 34:48 | 13:14 | 09:48 |
 | Magic Wand | 30 | 76.92% | 93.8 | 53.33% | +20.00% | +34.17% | -39.04% | -16.09% | 09:04 | -01:29 | 06:14 | 08:47 | 10:47 | 29:49 | 04:33 | 03:22 |
 | Magic Stick | 36 | 92.31% | 91.7 | 50.00% | +16.67% | +5.56% | +5.56% | 0.00% | 02:32 | -01:30 | -01:29 | 01:27 | 03:49 | 28:59 | 05:18 | 03:55 |
 | Solar Crest | 3 | 7.69% | 89.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 21:32 | 15:32 | 15:32 | 20:05 | 29:00 | 29:00 | 13:28 | 09:58 |
 | Crown | 3 | 7.69% | 87.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 17:34 | 13:11 | 13:11 | 16:38 | 22:52 | 22:52 | 09:41 | 07:10 |
 | Boots of Speed | 39 | 100.00% | 85.4 | 48.72% | +48.72% | +11.28% | +1.28% | -2.47% | 05:04 | -01:29 | 03:19 | 04:35 | 07:22 | 09:48 | 04:03 | 03:00 |
 | Black King Bar | 32 | 82.05% | 83.3 | 50.00% | +7.14% | -12.50% | +25.00% | 11.25% | 21:58 | 14:41 | 19:24 | 20:19 | 22:44 | 40:39 | 03:20 | 02:28 |
 | Wind Lace | 19 | 48.72% | 81.3 | 47.37% | -2.63% | -7.37% | +12.63% | 1.52% | 13:15 | -01:29 | 03:49 | 15:13 | 16:57 | 31:17 | 13:08 | 09:43 |
 | Orb of Venom | 6 | 15.38% | 79.2 | 66.67% | +21.22% | -16.67% | +33.33% | 50.00% | -00:06 | -01:29 | -01:29 | -01:29 | 02:05 | 03:15 | 03:34 | 02:38 |
 | Boots of Bearing | 2 | 5.13% | 77.1 | 100.00% | +54.05% | 0.00% | 0.00% | 0.00% | 40:37 | 28:05 | 28:05 | 53:09 | 53:09 | 53:09 | 25:04 | 18:34 |
 | Blink Dagger | 16 | 41.03% | 75.0 | 43.75% | -8.42% | +31.25% | -18.75% | -5.56% | 28:53 | 22:19 | 23:31 | 27:14 | 32:31 | 36:51 | 09:00 | 06:40 |
 | Ring of Health | 13 | 33.33% | 72.9 | 46.15% | -3.85% | -12.82% | +20.52% | 6.35% | 18:23 | 02:26 | 11:42 | 14:23 | 16:57 | 43:46 | 05:15 | 03:53 |
 | Helm of Iron Will | 10 | 25.64% | 70.8 | 50.00% | +1.72% | -16.67% | 0.00% | 0.76% | 14:20 | 03:21 | 04:47 | 06:07 | 26:40 | 39:46 | 21:53 | 16:12 |
 | Quelling Blade | 24 | 61.54% | 68.8 | 37.50% | -29.17% | -20.83% | -4.17% | 0.00% | -00:19 | -01:30 | -01:29 | -01:29 | -01:29 | 26:35 | 00:00 | 00:00 |
 | Bracer | 8 | 20.51% | 66.7 | 50.00% | +1.61% | 0.00% | 0.00% | 0.00% | 06:19 | 01:31 | 01:37 | 02:12 | 08:42 | 16:59 | 07:05 | 05:14 |
 | Medallion of Courage | 5 | 12.82% | 64.6 | 60.00% | +12.94% | +40.00% | -60.00% | -7.84% | 20:36 | 12:52 | 12:52 | 21:39 | 25:37 | 27:19 | 12:45 | 09:26 |
 | Armlet of Mordiggian | 5 | 12.82% | 62.5 | 60.00% | +12.94% | +40.00% | +40.00% | 0.00% | 10:41 | 07:23 | 07:23 | 10:55 | 12:03 | 12:17 | 04:40 | 03:27 |
 | Skull Basher | 20 | 51.28% | 60.4 | 35.00% | -28.16% | -35.00% | +25.00% | 11.08% | 28:28 | 18:26 | 25:16 | 27:15 | 30:41 | 38:44 | 05:25 | 04:00 |
 | Battle Fury | 12 | 30.77% | 58.3 | 41.67% | -10.18% | +25.00% | -8.34% | -19.61% | 16:20 | 12:45 | 13:55 | 14:47 | 15:37 | 32:30 | 01:42 | 01:15 |
 | Void Stone | 12 | 30.77% | 56.3 | 41.67% | -10.18% | -8.34% | -8.34% | 0.00% | 15:46 | 07:50 | 11:42 | 14:36 | 15:30 | 30:24 | 03:48 | 02:48 |
 | Wraith Band | 6 | 15.38% | 54.2 | 50.00% | +1.52% | 0.00% | +50.00% | 50.00% | 04:13 | 01:27 | 01:49 | 01:52 | 02:33 | 15:14 | 00:44 | 00:32 |
 | Drum of Endurance | 3 | 7.69% | 52.1 | 66.67% | +19.45% | +33.33% | 0.00% | 0.00% | 17:56 | 15:43 | 15:43 | 17:37 | 20:28 | 20:28 | 04:45 | 03:31 |
 | Nullifier | 3 | 7.69% | 50.0 | 66.67% | +19.45% | +33.33% | 0.00% | 0.00% | 31:59 | 27:34 | 27:34 | 28:38 | 39:46 | 39:46 | 12:12 | 09:02 |
 | Orb of Corrosion | 3 | 7.69% | 47.9 | 66.67% | +19.45% | -66.67% | 0.00% | 0.00% | 21:10 | 02:52 | 02:52 | 25:38 | 34:59 | 34:59 | 32:07 | 23:47 |
 | Power Treads | 8 | 20.51% | 45.8 | 37.50% | -14.11% | +12.50% | +62.50% | 46.15% | 05:39 | 04:22 | 04:50 | 05:21 | 05:55 | 07:25 | 01:05 | 00:48 |
 | Crystalys | 9 | 23.08% | 43.8 | 33.33% | -20.00% | -33.33% | +16.67% | 4.60% | 31:44 | 24:49 | 26:49 | 29:08 | 37:41 | 41:10 | 10:52 | 08:02 |
 | Heaven's Halberd | 1 | 2.56% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.56% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 |
 | Sange | 1 | 2.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.56% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:49 | 15:49 | 15:49 | 15:49 | 15:49 | 15:49 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.56% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 12.82% | 29.2 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 26:05 | 02:05 | 02:05 | 25:08 | 34:48 | 56:37 | 32:43 | 24:14 |
 | Overwhelming Blink | 2 | 5.13% | 27.1 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 41:46 | 37:25 | 37:25 | 46:06 | 46:06 | 46:06 | 08:41 | 06:25 |
 | Refresher Orb | 2 | 5.13% | 25.0 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 47:12 | 42:21 | 42:21 | 52:02 | 52:02 | 52:02 | 09:41 | 07:10 |
 | Javelin | 2 | 5.13% | 22.9 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 24:55 | 15:28 | 15:28 | 34:22 | 34:22 | 34:22 | 18:54 | 14:00 |
 | Tranquil Boots | 3 | 7.69% | 20.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 15:25 | 08:11 | 08:11 | 18:59 | 19:06 | 19:06 | 10:55 | 08:05 |
 | Daedalus | 3 | 7.69% | 18.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:23 | 33:09 | 33:09 | 35:20 | 37:40 | 37:40 | 04:31 | 03:20 |
 | Vanguard | 4 | 10.26% | 16.7 | 25.00% | -26.43% | -25.00% | -25.00% | 0.00% | 45:18 | 42:02 | 42:02 | 42:51 | 43:46 | 52:33 | 01:44 | 01:17 |
 | Abyssal Blade | 4 | 10.26% | 14.6 | 25.00% | -26.43% | -25.00% | -25.00% | 0.00% | 45:28 | 42:11 | 42:11 | 42:54 | 43:59 | 52:47 | 01:48 | 01:20 |
 | Aghanim's Shard | 2 | 5.13% | 12.5 | 0.00% | -51.35% | 0.00% | 0.00% | 0.00% | 29:30 | 28:51 | 28:51 | 30:08 | 30:08 | 30:08 | 01:17 | 00:57 |
 | Monkey King Bar | 1 | 2.56% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.56% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Force Staff | 2 | 5.13% | 4.2 | 0.00% | -51.35% | 0.00% | 0.00% | 0.00% | 39:03 | 21:28 | 21:28 | 56:37 | 56:37 | 56:37 | 35:09 | 26:02 |
 | Cornucopia | 1 | 2.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 00:00 | 00:00 |