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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 | |
 | Pipe of Insight | 47 | 65.28% | 100.0 | 63.83% | +31.83% | +2.84% | -22.16% | -4.92% | 20:33 | 14:08 | 17:43 | 20:28 | 22:48 | 28:04 | 05:05 | 03:45 |
 | Hood of Defiance | 50 | 69.44% | 98.0 | 62.00% | +30.18% | -8.15% | -37.00% | -4.65% | 16:47 | 10:30 | 13:30 | 16:17 | 19:42 | 28:04 | 06:12 | 04:35 |
 | Ring of Health | 57 | 79.17% | 95.9 | 59.65% | +32.98% | -2.51% | -31.08% | -4.25% | 18:19 | 09:29 | 13:22 | 17:10 | 20:05 | 48:50 | 06:43 | 04:58 |
 | Soul Ring | 69 | 95.83% | 93.9 | 55.07% | +55.07% | +3.75% | -8.01% | -5.78% | 08:43 | 05:23 | 07:35 | 08:43 | 09:37 | 12:29 | 02:02 | 01:30 |
 | Wraith Band | 69 | 95.83% | 91.8 | 55.07% | +55.07% | -13.89% | +27.28% | 41.17% | 00:45 | -01:29 | -01:29 | 01:31 | 02:09 | 04:08 | 03:38 | 02:41 |
 | Guardian Greaves | 65 | 90.28% | 89.8 | 55.38% | +26.81% | -5.38% | +13.37% | 3.27% | 18:21 | 11:55 | 15:20 | 16:57 | 21:04 | 32:00 | 05:44 | 04:14 |
 | Sange | 7 | 9.72% | 87.8 | 85.71% | +36.48% | +14.29% | +14.29% | 0.00% | 26:23 | 16:55 | 23:41 | 27:11 | 29:56 | 31:31 | 06:15 | 04:37 |
 | Heaven's Halberd | 7 | 9.72% | 85.7 | 85.71% | +36.48% | +14.29% | -35.71% | 0.00% | 28:37 | 20:01 | 26:56 | 30:30 | 31:14 | 32:16 | 04:18 | 03:11 |
 | Buckler | 66 | 91.67% | 83.7 | 54.55% | +21.22% | -7.49% | +20.45% | 4.79% | 16:30 | 10:49 | 13:34 | 14:58 | 19:24 | 31:13 | 05:50 | 04:19 |
 | Arcane Boots | 72 | 100.00% | 81.6 | 52.78% | +52.78% | +13.89% | +8.33% | -2.61% | 07:17 | 04:17 | 06:06 | 07:00 | 08:14 | 12:05 | 02:08 | 01:34 |
 | Boots of Speed | 72 | 100.00% | 79.6 | 52.78% | +52.78% | +8.33% | +8.33% | 0.00% | 04:37 | 01:55 | 03:35 | 04:21 | 05:07 | 10:29 | 01:32 | 01:08 |
 | Ring of Protection | 72 | 100.00% | 77.6 | 52.78% | +52.78% | -2.78% | -8.34% | -2.45% | 08:02 | 02:37 | 06:55 | 07:43 | 09:11 | 13:59 | 02:16 | 01:40 |
 | Mekansm | 68 | 94.44% | 75.5 | 52.94% | +2.94% | +5.88% | 0.00% | -2.19% | 13:23 | 08:26 | 11:09 | 12:26 | 13:50 | 27:44 | 02:41 | 01:59 |
 | Chainmail | 68 | 94.44% | 73.5 | 52.94% | +2.94% | +5.88% | 0.00% | -1.50% | 12:09 | 05:36 | 09:20 | 10:59 | 13:15 | 27:43 | 03:55 | 02:54 |
 | Headdress | 70 | 97.22% | 71.4 | 51.43% | -48.57% | +15.24% | -4.37% | -6.54% | 11:00 | 04:44 | 09:25 | 11:04 | 12:25 | 17:47 | 03:00 | 02:13 |
 | Orb of Venom | 16 | 22.22% | 69.4 | 62.50% | +12.50% | -37.50% | -12.50% | 20.27% | 02:43 | 01:09 | 02:06 | 02:29 | 03:20 | 04:05 | 01:14 | 00:54 |
 | Fluffy Hat | 8 | 11.11% | 67.3 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 04:08 | 02:34 | 02:44 | 04:05 | 04:52 | 06:05 | 02:08 | 01:34 |
 | Orb of Corrosion | 8 | 11.11% | 65.3 | 75.00% | +25.00% | -25.00% | +25.00% | 0.00% | 05:02 | 03:01 | 03:48 | 04:54 | 05:42 | 06:44 | 01:54 | 01:24 |
 | Quelling Blade | 46 | 63.89% | 63.3 | 50.00% | -7.69% | +16.67% | -4.55% | 0.00% | -01:12 | -01:30 | -01:29 | -01:29 | -01:29 | 00:11 | 00:00 | 00:00 |
 | Void Stone | 37 | 51.39% | 61.2 | 51.35% | -2.94% | +4.21% | -6.91% | -0.90% | 28:17 | 14:34 | 23:15 | 25:38 | 35:33 | 43:00 | 12:18 | 09:06 |
 | Magic Wand | 33 | 45.83% | 59.2 | 51.52% | -2.33% | +23.48% | -14.02% | -4.62% | 06:15 | -01:29 | 01:45 | 06:31 | 09:52 | 20:59 | 08:07 | 06:00 |
 | Magic Stick | 36 | 50.00% | 57.1 | 50.00% | -5.56% | +16.67% | -5.56% | -6.74% | 03:16 | -01:29 | 00:47 | 01:58 | 04:05 | 20:30 | 03:18 | 02:26 |
 | Blight Stone | 9 | 12.50% | 55.1 | 66.67% | +15.88% | -66.67% | -16.67% | 22.39% | 03:15 | -01:29 | 02:04 | 03:46 | 04:18 | 05:13 | 02:14 | 01:39 |
 | Lotus Orb | 13 | 18.06% | 53.1 | 53.85% | +1.31% | -20.52% | -20.52% | 0.00% | 32:32 | 18:40 | 24:29 | 29:37 | 38:04 | 48:50 | 13:35 | 10:03 |
 | Aghanim's Scepter | 11 | 15.28% | 51.0 | 54.55% | +2.09% | -21.22% | -21.22% | 0.00% | 32:10 | 23:37 | 27:15 | 29:15 | 35:48 | 49:27 | 08:33 | 06:20 |
 | Orchid Malevolence | 4 | 5.56% | 49.0 | 75.00% | +23.53% | +25.00% | +25.00% | 0.00% | 21:06 | 16:17 | 16:17 | 16:48 | 17:18 | 34:02 | 01:01 | 00:45 |
 | Black King Bar | 8 | 11.11% | 46.9 | 50.00% | -3.13% | +50.00% | +50.00% | 0.00% | 31:55 | 21:43 | 23:20 | 26:04 | 41:35 | 44:27 | 18:15 | 13:31 |
 | Aghanim's Shard | 5 | 6.94% | 44.9 | 60.00% | +7.76% | -60.00% | +40.00% | 0.00% | 30:10 | 20:20 | 20:20 | 32:25 | 33:37 | 39:25 | 13:17 | 09:50 |
 | Scythe of Vyse | 19 | 26.39% | 42.9 | 31.58% | -28.80% | -31.58% | +48.42% | 13.87% | 34:25 | 20:55 | 31:34 | 35:33 | 37:20 | 42:04 | 05:46 | 04:16 |
 | Wraith Pact | 3 | 4.17% | 40.8 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 25:28 | 20:21 | 20:21 | 23:25 | 32:37 | 32:37 | 12:16 | 09:05 |
 | Mage Slayer | 3 | 4.17% | 38.8 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 28:02 | 24:02 | 24:02 | 27:28 | 32:35 | 32:35 | 08:33 | 06:20 |
 | Ring of Basilius | 3 | 4.17% | 36.7 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 19:54 | 15:33 | 15:33 | 16:48 | 27:20 | 27:20 | 11:47 | 08:43 |
 | Morbid Mask | 3 | 4.17% | 34.7 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 21:12 | 16:59 | 16:59 | 19:15 | 27:21 | 27:21 | 10:22 | 07:40 |
 | Wind Lace | 8 | 11.11% | 32.7 | 37.50% | -17.19% | -37.50% | +12.50% | 0.00% | 03:31 | 01:43 | 01:47 | 03:17 | 04:19 | 05:39 | 02:32 | 01:52 |
 | Assault Cuirass | 4 | 5.56% | 30.6 | 50.00% | -2.94% | +50.00% | +50.00% | 0.00% | 33:30 | 30:01 | 30:01 | 32:09 | 33:39 | 38:12 | 03:38 | 02:41 |
 | Vladmir's Offering | 4 | 5.56% | 28.6 | 50.00% | -2.94% | +50.00% | +50.00% | 0.00% | 23:13 | 18:20 | 18:20 | 20:04 | 27:05 | 27:21 | 08:45 | 06:28 |
 | Crown | 1 | 1.39% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.39% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.39% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.39% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.39% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.39% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.39% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.39% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 4.17% | 10.2 | 33.33% | -20.29% | +66.67% | 0.00% | 0.00% | 43:12 | 40:07 | 40:07 | 41:01 | 48:28 | 48:28 | 08:21 | 06:11 |
 | Octarine Core | 4 | 5.56% | 8.2 | 25.00% | -29.41% | +75.00% | -25.00% | 0.00% | 48:01 | 41:29 | 41:29 | 41:53 | 51:03 | 57:39 | 09:34 | 07:05 |
 | Aether Lens | 4 | 5.56% | 6.1 | 25.00% | -29.41% | -25.00% | -25.00% | 0.00% | 45:52 | 35:53 | 35:53 | 38:55 | 51:02 | 57:39 | 15:09 | 11:13 |
 | Helm of Iron Will | 4 | 5.56% | 4.1 | 25.00% | -29.41% | +75.00% | -25.00% | 0.00% | 42:39 | 27:37 | 27:37 | 43:39 | 46:11 | 53:09 | 18:34 | 13:45 |
 | Nullifier | 2 | 2.78% | 2.0 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 49:09 | 43:56 | 43:56 | 54:22 | 54:22 | 54:22 | 10:26 | 07:43 |