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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 | |
 | Buckler | 2 | 5.56% | 100.0 | 100.00% | +79.41% | 0.00% | 0.00% | 0.00% | 24:37 | 21:43 | 21:43 | 27:30 | 27:30 | 27:30 | 05:47 | 04:17 |
 | Guardian Greaves | 2 | 5.56% | 98.0 | 100.00% | +79.41% | 0.00% | 0.00% | 0.00% | 25:18 | 21:43 | 21:43 | 28:53 | 28:53 | 28:53 | 07:10 | 05:18 |
 | Arcane Boots | 5 | 13.89% | 95.9 | 60.00% | +40.65% | +40.00% | -60.00% | 0.00% | 19:57 | 09:12 | 09:12 | 17:36 | 28:40 | 30:15 | 19:28 | 14:25 |
 | Magic Stick | 30 | 83.33% | 93.9 | 30.00% | +30.00% | +20.00% | -15.71% | -4.55% | 05:05 | -01:29 | -01:29 | 04:33 | 09:20 | 18:20 | 10:49 | 08:00 |
 | Quelling Blade | 21 | 58.33% | 91.8 | 33.33% | +20.00% | +26.67% | -33.33% | -60.00% | -00:04 | -01:29 | -01:29 | -01:29 | -01:28 | 19:38 | 00:01 | 00:00 |
 | Ring of Health | 33 | 91.67% | 89.8 | 27.27% | +27.27% | +10.23% | +10.23% | 0.00% | 03:24 | 01:41 | 02:45 | 03:13 | 03:45 | 08:55 | 01:00 | 00:44 |
 | Vanguard | 28 | 77.78% | 87.8 | 28.57% | +16.07% | 0.00% | -28.57% | -15.73% | 06:35 | 04:30 | 05:27 | 06:09 | 07:16 | 10:26 | 01:49 | 01:20 |
 | Boots of Speed | 36 | 100.00% | 85.7 | 25.00% | +25.00% | -2.78% | -13.89% | -4.83% | 07:19 | 02:02 | 06:09 | 07:23 | 08:27 | 11:47 | 02:18 | 01:42 |
 | Chainmail | 15 | 41.67% | 83.7 | 33.33% | +14.28% | -33.33% | +16.67% | 5.61% | 12:43 | 02:37 | 06:47 | 11:13 | 15:42 | 25:56 | 08:55 | 06:36 |
 | Mekansm | 3 | 8.33% | 81.6 | 66.67% | +45.46% | -66.67% | 0.00% | 0.00% | 19:58 | 15:33 | 15:33 | 18:26 | 25:56 | 25:56 | 10:23 | 07:41 |
 | Overwhelming Blink | 3 | 8.33% | 79.6 | 66.67% | +45.46% | +33.33% | 0.00% | 0.00% | 41:25 | 32:23 | 32:23 | 33:36 | 58:15 | 58:15 | 25:52 | 19:09 |
 | Heart of Tarrasque | 3 | 8.33% | 77.6 | 66.67% | +45.46% | +33.33% | 0.00% | 0.00% | 30:57 | 28:54 | 28:54 | 30:27 | 33:31 | 33:31 | 04:37 | 03:25 |
 | Void Stone | 11 | 30.56% | 75.5 | 36.36% | +16.36% | -36.36% | -3.03% | 2.10% | 19:15 | 05:33 | 07:54 | 20:47 | 23:48 | 37:16 | 15:54 | 11:46 |
 | Blink Dagger | 34 | 94.44% | 73.5 | 23.53% | -26.47% | +9.80% | -11.03% | -7.48% | 14:40 | 09:53 | 13:02 | 14:31 | 15:49 | 24:22 | 02:47 | 02:03 |
 | Lotus Orb | 7 | 19.44% | 71.4 | 42.86% | +22.17% | +57.14% | -42.86% | -13.36% | 27:20 | 23:06 | 23:43 | 23:56 | 31:12 | 33:20 | 07:29 | 05:32 |
 | Force Staff | 7 | 19.44% | 69.4 | 42.86% | +22.17% | +7.14% | -42.86% | -8.88% | 25:32 | 21:14 | 21:20 | 24:14 | 26:58 | 33:58 | 05:38 | 04:10 |
 | Headdress | 17 | 47.22% | 67.3 | 29.41% | +8.36% | +20.59% | -29.41% | -5.83% | 18:33 | 11:11 | 13:29 | 18:39 | 22:04 | 26:42 | 08:35 | 06:21 |
 | Magic Wand | 24 | 66.67% | 65.3 | 25.00% | 0.00% | +25.00% | +8.33% | -2.42% | 11:15 | 03:15 | 08:12 | 10:16 | 15:06 | 18:50 | 06:54 | 05:06 |
 | Ring of Protection | 31 | 86.11% | 63.3 | 22.58% | -17.42% | -10.08% | +2.42% | 0.00% | -00:32 | -01:29 | -01:29 | -01:29 | -01:29 | 27:30 | 00:00 | 00:00 |
 | Fluffy Hat | 8 | 22.22% | 61.2 | 37.50% | +16.07% | +12.50% | -37.50% | -11.15% | 22:22 | 08:05 | 19:45 | 22:32 | 24:14 | 33:30 | 04:29 | 03:19 |
 | Sange | 8 | 22.22% | 59.2 | 37.50% | +16.07% | +12.50% | -37.50% | -3.93% | 34:01 | 20:53 | 23:11 | 28:49 | 35:55 | 1:07:57 | 12:44 | 09:25 |
 | Pipe of Insight | 14 | 38.89% | 57.1 | 28.57% | +5.84% | +21.43% | -28.57% | -7.01% | 20:35 | 13:41 | 16:36 | 21:23 | 23:44 | 26:16 | 07:08 | 05:17 |
 | Shiva's Guard | 1 | 2.78% | 55.1 | 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 |
 | Crimson Guard | 12 | 33.33% | 53.1 | 25.00% | 0.00% | -25.00% | +8.33% | 3.82% | 21:11 | 10:48 | 15:31 | 20:54 | 24:15 | 32:33 | 08:44 | 06:28 |
 | Helm of Iron Will | 13 | 36.11% | 51.0 | 23.08% | -3.01% | -23.08% | +10.25% | 2.44% | 20:57 | 07:16 | 14:21 | 19:58 | 28:00 | 38:18 | 13:39 | 10:06 |
 | Hood of Defiance | 13 | 36.11% | 49.0 | 23.08% | -3.01% | +43.59% | -23.08% | -7.39% | 15:39 | 09:00 | 09:43 | 17:22 | 18:44 | 21:43 | 09:01 | 06:40 |
 | Phase Boots | 13 | 36.11% | 46.9 | 23.08% | -3.01% | -23.08% | -23.08% | 0.00% | 13:50 | 05:46 | 09:10 | 11:48 | 16:04 | 26:05 | 06:54 | 05:06 |
 | Heaven's Halberd | 6 | 16.67% | 44.9 | 33.33% | +10.00% | +16.67% | -33.33% | -4.41% | 32:18 | 23:13 | 25:54 | 31:40 | 37:14 | 41:56 | 11:20 | 08:23 |
 | Wind Lace | 4 | 11.11% | 42.9 | 25.00% | 0.00% | -25.00% | +75.00% | 0.00% | 10:22 | 06:53 | 06:53 | 08:07 | 08:38 | 17:51 | 01:45 | 01:17 |
 | Bracer | 5 | 13.89% | 40.8 | 20.00% | -5.81% | +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 | 6 | 16.67% | 38.8 | 16.67% | -10.00% | -16.67% | -16.67% | 0.00% | 31:56 | 19:52 | 22:36 | 24:33 | 37:10 | 55:25 | 14:34 | 10:47 |
 | Black King Bar | 9 | 25.00% | 36.7 | 11.11% | -18.52% | -11.11% | +38.89% | 4.30% | 32:43 | 20:33 | 25:00 | 31:56 | 36:37 | 49:48 | 11:37 | 08:36 |
 | Meteor Hammer | 4 | 11.11% | 34.7 | 0.00% | -28.13% | 0.00% | 0.00% | 0.00% | 08:10 | 06:54 | 06:54 | 07:22 | 07:58 | 10:24 | 01:04 | 00:47 |
 | Kaya | 1 | 2.78% | 32.7 | 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 |
 | Eul's Scepter of Divinity | 1 | 2.78% | 30.6 | 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 | 2.78% | 28.6 | 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 | 2.78% | 26.5 | 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 | 2.78% | 24.5 | 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 |
 | Spirit Vessel | 1 | 2.78% | 22.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Crown | 4 | 11.11% | 20.4 | 0.00% | -28.13% | 0.00% | 0.00% | 0.00% | 05:28 | 03:27 | 03:27 | 04:09 | 05:49 | 08:25 | 02:22 | 01:45 |
 | Aeon Disk | 1 | 2.78% | 18.4 | 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 |
 | Nullifier | 1 | 2.78% | 16.3 | 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 |
 | Skull Basher | 1 | 2.78% | 14.3 | 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 |
 | Scythe of Vyse | 1 | 2.78% | 12.2 | 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 |
 | Octarine Core | 1 | 2.78% | 10.2 | 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 |
 | Aghanim's Scepter | 2 | 5.56% | 8.2 | 0.00% | -26.47% | 0.00% | 0.00% | 0.00% | 42:24 | 40:18 | 40:18 | 44:30 | 44:30 | 44:30 | 04:12 | 03:06 |
 | Urn of Shadows | 1 | 2.78% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.78% | 4.1 | 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 |
 | Aether Lens | 1 | 2.78% | 2.0 | 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 |