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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 | |
 | Guardian Greaves | 2 | 6.67% | 100.0 | 100.00% | +78.57% | 0.00% | 0.00% | 0.00% | 25:18 | 21:43 | 21:43 | 28:53 | 28:53 | 28:53 | 07:10 | 05:18 |
 | Buckler | 2 | 6.67% | 97.9 | 100.00% | +78.57% | 0.00% | 0.00% | 0.00% | 24:37 | 21:43 | 21:43 | 27:30 | 27:30 | 27:30 | 05:47 | 04:17 |
 | Mekansm | 2 | 6.67% | 95.7 | 100.00% | +78.57% | 0.00% | 0.00% | 0.00% | 22:11 | 18:26 | 18:26 | 25:56 | 25:56 | 25:56 | 07:30 | 05:33 |
 | Heart of Tarrasque | 2 | 6.67% | 93.6 | 100.00% | +78.57% | 0.00% | 0.00% | 0.00% | 29:41 | 28:54 | 28:54 | 30:27 | 30:27 | 30:27 | 01:33 | 01:08 |
 | Quelling Blade | 18 | 60.00% | 91.5 | 38.89% | +30.56% | +21.11% | -38.89% | 0.00% | 00:09 | -01:29 | -01:29 | -01:29 | -01:29 | 19:38 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 16.67% | 89.4 | 60.00% | +40.00% | +40.00% | -60.00% | 0.00% | 19:57 | 09:12 | 09:12 | 17:36 | 28:40 | 30:15 | 19:28 | 14:25 |
 | Magic Stick | 26 | 86.67% | 87.2 | 30.77% | +30.77% | +12.09% | -14.10% | -3.04% | 05:48 | -01:29 | 00:54 | 06:12 | 09:31 | 18:20 | 08:37 | 06:22 |
 | Vanguard | 22 | 73.33% | 85.1 | 31.82% | +19.32% | +18.18% | -31.82% | -27.52% | 06:53 | 05:10 | 05:31 | 06:31 | 07:20 | 10:26 | 01:49 | 01:20 |
 | Ring of Health | 27 | 90.00% | 83.0 | 29.63% | +29.63% | +27.51% | -1.06% | -28.57% | 03:33 | 01:41 | 02:55 | 03:26 | 03:45 | 08:55 | 00:50 | 00:37 |
 | Blink Dagger | 29 | 96.67% | 80.9 | 27.59% | +27.59% | +15.27% | -13.30% | -10.26% | 14:32 | 09:53 | 13:02 | 14:33 | 15:49 | 19:05 | 02:47 | 02:03 |
 | Lotus Orb | 6 | 20.00% | 78.7 | 50.00% | +29.17% | +50.00% | -50.00% | -11.67% | 27:54 | 23:06 | 23:43 | 23:48 | 32:17 | 33:20 | 08:34 | 06:20 |
 | Force Staff | 6 | 20.00% | 76.6 | 50.00% | +29.17% | 0.00% | -50.00% | -8.88% | 25:06 | 21:14 | 21:20 | 22:51 | 26:58 | 33:58 | 05:38 | 04:10 |
 | Boots of Speed | 30 | 100.00% | 74.5 | 26.67% | +26.67% | -1.67% | -26.67% | -7.77% | 07:15 | 02:02 | 06:12 | 07:23 | 09:25 | 11:47 | 03:13 | 02:22 |
 | Void Stone | 10 | 33.33% | 72.3 | 40.00% | +20.00% | -40.00% | -40.00% | 0.00% | 19:08 | 05:33 | 07:54 | 20:47 | 26:08 | 37:16 | 18:14 | 13:30 |
 | Overwhelming Blink | 3 | 10.00% | 70.2 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 41:25 | 32:23 | 32:23 | 33:36 | 58:15 | 58:15 | 25:52 | 19:09 |
 | Headdress | 11 | 36.67% | 68.1 | 36.36% | +15.31% | +30.31% | -36.36% | -13.84% | 20:00 | 11:21 | 18:26 | 19:40 | 23:15 | 26:42 | 04:49 | 03:34 |
 | Fluffy Hat | 7 | 23.33% | 66.0 | 42.86% | +21.12% | +7.14% | -42.86% | -16.48% | 21:32 | 08:05 | 19:45 | 22:32 | 22:47 | 33:30 | 03:02 | 02:14 |
 | Ring of Protection | 25 | 83.33% | 63.8 | 24.00% | -16.00% | +9.33% | +9.33% | 0.00% | -00:19 | -01:29 | -01:29 | -01:29 | -01:29 | 27:30 | 00:00 | 00:00 |
 | Chainmail | 13 | 43.33% | 61.7 | 30.77% | +7.24% | -30.77% | +35.90% | 4.66% | 12:17 | 02:37 | 04:02 | 11:08 | 18:21 | 25:56 | 14:19 | 10:36 |
 | Magic Wand | 20 | 66.67% | 59.6 | 25.00% | -5.00% | +15.00% | -5.00% | -2.92% | 11:50 | 05:34 | 08:17 | 10:16 | 15:08 | 18:50 | 06:51 | 05:04 |
 | Pipe of Insight | 9 | 30.00% | 57.4 | 33.33% | +9.52% | +16.67% | -33.33% | -5.77% | 21:09 | 13:41 | 15:04 | 23:14 | 23:44 | 25:32 | 08:40 | 06:25 |
 | Shiva's Guard | 1 | 3.33% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Hood of Defiance | 13 | 43.33% | 53.2 | 23.08% | -6.33% | +43.59% | -23.08% | -7.39% | 15:39 | 09:00 | 09:43 | 17:22 | 18:44 | 21:43 | 09:01 | 06:40 |
 | Heaven's Halberd | 6 | 20.00% | 51.1 | 33.33% | +8.33% | +16.67% | -33.33% | -4.41% | 32:18 | 23:13 | 25:54 | 31:40 | 37:14 | 41:56 | 11:20 | 08:23 |
 | Crimson Guard | 7 | 23.33% | 48.9 | 28.57% | +2.48% | +21.43% | +21.43% | 0.00% | 21:28 | 15:31 | 18:51 | 20:54 | 21:32 | 29:44 | 02:41 | 01:59 |
 | Sange | 7 | 23.33% | 46.8 | 28.57% | +2.48% | +21.43% | -28.57% | -3.93% | 34:56 | 20:53 | 23:11 | 30:08 | 35:55 | 1:07:57 | 12:44 | 09:25 |
 | Helm of Iron Will | 8 | 26.67% | 44.7 | 25.00% | -2.27% | +25.00% | +25.00% | 0.00% | 22:08 | 14:21 | 14:57 | 19:04 | 23:30 | 38:18 | 08:33 | 06:20 |
 | Phase Boots | 11 | 36.67% | 42.6 | 18.18% | -13.40% | -18.18% | -18.18% | 0.00% | 12:31 | 05:46 | 09:10 | 11:37 | 13:55 | 22:46 | 04:45 | 03:31 |
 | Bracer | 5 | 16.67% | 40.4 | 20.00% | -8.00% | +80.00% | -20.00% | 0.00% | 02:12 | -01:29 | -01:29 | 01:39 | 02:58 | 07:04 | 04:27 | 03:17 |
 | Aghanim's Shard | 5 | 16.67% | 38.3 | 20.00% | -8.00% | -20.00% | -20.00% | 0.00% | 30:53 | 19:52 | 19:52 | 24:33 | 31:57 | 55:25 | 12:05 | 08:57 |
 | Black King Bar | 8 | 26.67% | 36.2 | 12.50% | -19.32% | -12.50% | +37.50% | 4.71% | 32:14 | 20:33 | 25:00 | 30:17 | 35:37 | 49:48 | 10:37 | 07:51 |
 | Aeon Disk | 1 | 3.33% | 34.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.33% | 31.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.33% | 29.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.33% | 27.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.33% | 25.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 |
 | Crown | 4 | 13.33% | 23.4 | 0.00% | -30.77% | 0.00% | 0.00% | 0.00% | 05:28 | 03:27 | 03:27 | 04:09 | 05:49 | 08:25 | 02:22 | 01:45 |
 | Kaya | 1 | 3.33% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:44 | 1:08:44 | 1:08:44 | 1:08:44 | 1:08:44 | 1:08:44 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.33% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 00:00 | 00:00 |
 | Meteor Hammer | 4 | 13.33% | 17.0 | 0.00% | -30.77% | 0.00% | 0.00% | 0.00% | 08:10 | 06:54 | 06:54 | 07:22 | 07:58 | 10:24 | 01:04 | 00:47 |
 | Skull Basher | 1 | 3.33% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.33% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.33% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 6.67% | 8.5 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 42:24 | 40:18 | 40:18 | 44:30 | 44:30 | 44:30 | 04:12 | 03:06 |
 | Scythe of Vyse | 1 | 3.33% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.33% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Wind Lace | 3 | 10.00% | 2.1 | 0.00% | -29.63% | 0.00% | 0.00% | 0.00% | 07:53 | 06:53 | 06:53 | 08:07 | 08:38 | 08:38 | 01:45 | 01:17 |