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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 | |
 | Octarine Core | 4 | 6.78% | 100.0 | 100.00% | +58.18% | 0.00% | 0.00% | 0.00% | 44:31 | 41:26 | 41:26 | 42:56 | 45:14 | 48:26 | 03:48 | 02:48 |
 | Blink Dagger | 9 | 15.25% | 97.7 | 77.78% | +37.78% | +22.22% | -27.78% | 0.00% | 33:23 | 25:04 | 27:53 | 32:16 | 38:41 | 45:41 | 10:48 | 08:00 |
 | Orb of Venom | 11 | 18.64% | 95.3 | 72.73% | +33.15% | -6.06% | -6.06% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 02:43 | 00:00 | 00:00 |
 | Aghanim's Scepter | 16 | 27.12% | 93.0 | 62.50% | +22.97% | -37.50% | +12.50% | 4.45% | 35:45 | 23:30 | 28:55 | 33:50 | 40:09 | 55:13 | 11:14 | 08:19 |
 | Magic Stick | 53 | 89.83% | 90.7 | 49.06% | +32.39% | -10.60% | +4.79% | 2.64% | 05:09 | -01:29 | 01:25 | 02:37 | 07:15 | 36:05 | 05:50 | 04:19 |
 | Magic Wand | 54 | 91.53% | 88.4 | 48.15% | +28.15% | +8.99% | -2.00% | -1.42% | 09:09 | -01:29 | 04:38 | 09:09 | 12:23 | 36:12 | 07:45 | 05:44 |
 | Aghanim's Shard | 48 | 81.36% | 86.0 | 47.92% | +11.56% | +2.08% | -14.59% | -3.00% | 18:44 | 15:00 | 15:28 | 18:24 | 21:01 | 28:04 | 05:33 | 04:06 |
 | Boots of Speed | 59 | 100.00% | 83.7 | 45.76% | +45.76% | +7.57% | -19.09% | -8.84% | 06:55 | 00:43 | 05:24 | 07:07 | 08:25 | 12:23 | 03:01 | 02:14 |
 | Quelling Blade | 42 | 71.19% | 81.4 | 47.62% | +6.44% | +6.93% | +2.38% | 0.00% | -01:02 | -01:30 | -01:29 | -01:29 | -01:29 | 17:05 | 00:00 | 00:00 |
 | Aether Lens | 11 | 18.64% | 79.1 | 63.64% | +21.97% | -30.31% | +3.03% | 2.93% | 34:12 | 22:16 | 26:27 | 35:14 | 37:49 | 46:42 | 11:22 | 08:25 |
 | Ring of Health | 33 | 55.93% | 76.7 | 48.48% | +6.17% | +14.02% | -10.98% | -25.00% | 03:50 | 00:49 | 01:40 | 02:06 | 02:39 | 26:47 | 00:59 | 00:43 |
 | Nullifier | 9 | 15.25% | 74.4 | 66.67% | +24.67% | +33.33% | -16.67% | 0.00% | 39:39 | 25:08 | 28:00 | 36:41 | 51:07 | 57:30 | 23:07 | 17:07 |
 | Diffusal Blade | 44 | 74.58% | 72.1 | 45.45% | -1.22% | +9.10% | 0.00% | -2.41% | 15:33 | 09:49 | 13:28 | 15:49 | 17:15 | 24:15 | 03:47 | 02:48 |
 | Power Treads | 45 | 76.27% | 69.8 | 44.44% | -5.56% | +10.11% | -17.17% | -6.25% | 10:25 | 04:24 | 07:52 | 10:55 | 12:14 | 23:02 | 04:22 | 03:14 |
 | Manta Style | 24 | 40.68% | 67.4 | 50.00% | +7.14% | 0.00% | 0.00% | 0.00% | 28:35 | 18:56 | 24:26 | 28:34 | 32:07 | 36:31 | 07:41 | 05:41 |
 | Yasha | 30 | 50.85% | 65.1 | 46.67% | +1.84% | +15.83% | +10.47% | -1.10% | 22:45 | 14:04 | 20:21 | 23:17 | 25:14 | 35:00 | 04:53 | 03:37 |
 | Helm of Iron Will | 10 | 16.95% | 62.8 | 60.00% | +17.14% | +40.00% | -10.00% | -2.34% | 38:54 | 24:15 | 29:22 | 36:06 | 50:46 | 57:28 | 21:24 | 15:51 |
 | Meteor Hammer | 26 | 44.07% | 60.5 | 46.15% | +0.70% | +10.99% | +3.85% | -4.08% | 09:04 | 06:00 | 06:49 | 07:28 | 08:34 | 26:47 | 01:45 | 01:17 |
 | Crown | 26 | 44.07% | 58.1 | 46.15% | +0.70% | -3.29% | +20.52% | 8.61% | 06:08 | 01:04 | 03:48 | 05:15 | 06:34 | 16:37 | 02:46 | 02:02 |
 | Void Stone | 29 | 49.15% | 55.8 | 44.83% | -1.84% | -1.97% | -1.97% | 0.00% | 10:04 | 04:02 | 05:16 | 06:34 | 08:25 | 37:08 | 03:09 | 02:20 |
 | Wraith Band | 25 | 42.37% | 53.5 | 44.00% | -3.06% | -10.67% | +22.67% | 9.81% | 07:30 | 01:12 | 02:13 | 03:11 | 05:37 | 53:06 | 03:24 | 02:31 |
 | Wind Lace | 11 | 18.64% | 51.2 | 54.55% | +10.80% | -54.55% | +12.12% | 2.62% | 21:35 | -01:29 | 07:56 | 16:10 | 33:20 | 55:49 | 25:24 | 18:48 |
 | Black King Bar | 12 | 20.34% | 48.8 | 50.00% | +5.32% | +16.67% | -50.00% | -5.16% | 31:06 | 22:26 | 22:44 | 31:56 | 35:39 | 38:51 | 12:55 | 09:34 |
 | Crystalys | 5 | 8.47% | 46.5 | 60.00% | +15.56% | +40.00% | -60.00% | 0.00% | 40:24 | 28:27 | 28:27 | 41:04 | 44:21 | 48:33 | 15:54 | 11:46 |
 | Blight Stone | 6 | 10.17% | 44.2 | 50.00% | +4.72% | +50.00% | -50.00% | 0.00% | 08:56 | 02:10 | 03:08 | 04:31 | 13:06 | 23:21 | 09:58 | 07:22 |
 | Fluffy Hat | 6 | 10.17% | 41.9 | 50.00% | +4.72% | 0.00% | -50.00% | 0.00% | 16:11 | 03:34 | 04:31 | 16:12 | 20:00 | 36:01 | 15:29 | 11:28 |
 | Eul's Scepter of Divinity | 3 | 5.08% | 39.5 | 66.67% | +22.03% | -66.67% | 0.00% | 0.00% | 34:00 | 30:57 | 30:57 | 35:22 | 35:40 | 35:40 | 04:43 | 03:29 |
 | Daedalus | 3 | 5.08% | 37.2 | 66.67% | +22.03% | +33.33% | 0.00% | 0.00% | 43:46 | 41:30 | 41:30 | 43:50 | 45:58 | 45:58 | 04:28 | 03:18 |
 | Javelin | 1 | 1.69% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.69% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Kaya | 1 | 1.69% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.69% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.69% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.69% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 8.47% | 20.9 | 40.00% | -6.30% | -40.00% | -40.00% | 0.00% | 20:07 | 15:42 | 15:42 | 17:52 | 19:34 | 31:05 | 03:52 | 02:51 |
 | Tranquil Boots | 5 | 8.47% | 18.6 | 40.00% | -6.30% | -40.00% | -40.00% | 0.00% | 23:28 | 09:11 | 09:11 | 09:48 | 32:34 | 56:28 | 23:23 | 17:19 |
 | Bottle | 2 | 3.39% | 16.3 | 50.00% | +4.39% | -50.00% | 0.00% | 0.00% | 02:27 | 01:49 | 01:49 | 03:04 | 03:04 | 03:04 | 01:15 | 00:55 |
 | Force Staff | 3 | 5.08% | 14.0 | 33.33% | -13.10% | +66.67% | 0.00% | 0.00% | 31:24 | 22:05 | 22:05 | 36:01 | 36:06 | 36:06 | 14:01 | 10:22 |
 | Orb of Corrosion | 3 | 5.08% | 11.6 | 33.33% | -13.10% | +66.67% | 0.00% | 0.00% | 10:56 | 03:55 | 03:55 | 05:32 | 23:21 | 23:21 | 19:26 | 14:23 |
 | Disperser | 3 | 5.08% | 9.3 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 34:07 | 30:02 | 30:02 | 33:52 | 38:28 | 38:28 | 08:26 | 06:14 |
 | Skull Basher | 3 | 5.08% | 7.0 | 0.00% | -48.21% | 0.00% | 0.00% | 0.00% | 46:18 | 34:50 | 34:50 | 49:49 | 54:14 | 54:14 | 19:24 | 14:22 |
 | Mage Slayer | 1 | 1.69% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Desolator | 1 | 1.69% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |