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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 | |
 | Aether Lens | 11 | 5.19% | 100.0 | 90.91% | +39.17% | +9.09% | +9.09% | 0.00% | 33:25 | 15:27 | 26:45 | 32:57 | 36:49 | 50:47 | 10:04 | 07:27 |
 | Aghanim's Shard | 42 | 19.81% | 97.6 | 71.43% | +22.02% | +1.30% | -11.43% | -2.26% | 28:22 | 20:05 | 25:03 | 26:46 | 30:41 | 54:36 | 05:38 | 04:10 |
 | Eul's Scepter of Divinity | 90 | 42.45% | 95.1 | 65.56% | +20.48% | -4.69% | -15.56% | -1.41% | 25:37 | 15:45 | 20:56 | 24:22 | 28:38 | 45:20 | 07:42 | 05:42 |
 | Void Stone | 117 | 55.19% | 92.7 | 64.10% | +23.05% | -5.48% | +1.42% | 0.71% | 19:54 | 10:20 | 13:57 | 18:02 | 23:39 | 50:47 | 09:42 | 07:11 |
 | Blink Dagger | 72 | 33.96% | 90.2 | 66.67% | +19.53% | 0.00% | -16.67% | -1.46% | 27:45 | 15:05 | 21:13 | 26:48 | 32:40 | 49:55 | 11:27 | 08:28 |
 | Force Staff | 34 | 16.04% | 87.8 | 70.59% | +20.03% | -15.03% | +16.91% | 2.99% | 27:28 | 18:44 | 21:47 | 25:45 | 32:29 | 47:17 | 10:42 | 07:55 |
 | Aeon Disk | 15 | 7.08% | 85.4 | 80.00% | +28.22% | -5.00% | -5.00% | 0.00% | 46:27 | 33:35 | 39:53 | 43:21 | 48:14 | 1:16:14 | 08:21 | 06:11 |
 | Boots of Speed | 212 | 100.00% | 82.9 | 53.77% | +53.77% | +4.72% | -2.83% | -2.81% | 00:53 | -01:29 | -01:29 | -01:29 | 04:10 | 14:37 | 05:39 | 04:11 |
 | Magic Stick | 210 | 99.06% | 80.5 | 53.33% | -46.67% | +14.59% | -5.25% | -3.71% | 04:27 | -01:30 | 01:38 | 03:32 | 06:59 | 19:11 | 05:21 | 03:57 |
 | Wind Lace | 206 | 97.17% | 78.0 | 52.91% | -30.42% | -6.76% | -1.93% | 1.07% | 05:02 | -01:29 | 02:25 | 05:01 | 06:56 | 23:34 | 04:31 | 03:20 |
 | Tranquil Boots | 194 | 91.51% | 75.6 | 53.09% | -8.02% | -4.11% | -1.01% | 0.81% | 07:56 | 00:54 | 05:29 | 06:50 | 09:20 | 24:09 | 03:51 | 02:51 |
 | Ring of Protection | 20 | 9.43% | 73.2 | 70.00% | +17.92% | -10.00% | +10.00% | 1.80% | 10:11 | -01:29 | -01:28 | 08:44 | 12:36 | 58:35 | 14:04 | 10:25 |
 | Magic Wand | 153 | 72.17% | 70.7 | 52.29% | -5.34% | +8.24% | -7.55% | -3.22% | 11:37 | 02:47 | 08:24 | 10:43 | 13:18 | 34:20 | 04:54 | 03:37 |
 | Urn of Shadows | 17 | 8.02% | 68.3 | 70.59% | +18.28% | +4.41% | -20.59% | -6.33% | 12:49 | 07:39 | 10:49 | 12:43 | 14:46 | 18:20 | 03:57 | 02:55 |
 | Fluffy Hat | 39 | 18.40% | 65.9 | 56.41% | +3.23% | +3.59% | +13.59% | 1.57% | 12:22 | -01:29 | 08:58 | 11:42 | 15:21 | 25:37 | 06:23 | 04:43 |
 | Ghost Scepter | 21 | 9.91% | 63.4 | 61.90% | +9.02% | +18.10% | -1.90% | -2.11% | 33:47 | 24:44 | 27:43 | 31:30 | 37:11 | 58:19 | 09:28 | 07:00 |
 | Arcane Boots | 10 | 4.72% | 61.0 | 70.00% | +17.03% | +30.00% | -20.00% | 0.00% | 16:24 | 06:44 | 10:05 | 13:15 | 22:17 | 32:17 | 12:12 | 09:02 |
 | Aghanim's Scepter | 7 | 3.30% | 58.5 | 71.43% | +18.26% | +28.57% | -21.43% | 0.00% | 37:45 | 29:01 | 33:15 | 36:03 | 37:53 | 46:51 | 04:38 | 03:25 |
 | Quelling Blade | 15 | 7.08% | 56.1 | 53.33% | -0.48% | -28.33% | +21.67% | 10.79% | 12:43 | -01:29 | 09:50 | 14:05 | 14:28 | 24:07 | 04:38 | 03:25 |
 | Ring of Health | 19 | 8.96% | 53.7 | 47.37% | -7.03% | -7.37% | -7.37% | 0.00% | 20:06 | 05:08 | 16:18 | 18:08 | 21:31 | 36:38 | 05:13 | 03:51 |
 | Orb of Venom | 8 | 3.77% | 51.2 | 62.50% | +9.07% | -12.50% | +37.50% | 0.00% | 05:26 | -01:29 | -01:29 | -01:23 | 05:35 | 25:37 | 07:04 | 05:14 |
 | Crown | 24 | 11.32% | 48.8 | 41.67% | -13.65% | +25.00% | -25.00% | -5.47% | 14:17 | 02:03 | 07:58 | 12:00 | 17:06 | 40:43 | 09:08 | 06:45 |
 | Falcon Blade | 6 | 2.83% | 46.3 | 66.67% | +13.27% | -16.67% | +33.33% | 0.00% | 17:34 | 14:59 | 15:18 | 16:22 | 19:07 | 22:08 | 03:49 | 02:49 |
 | Blight Stone | 6 | 2.83% | 43.9 | 66.67% | +13.27% | +33.33% | +33.33% | 0.00% | 25:39 | 08:09 | 25:37 | 25:55 | 32:51 | 34:55 | 07:14 | 05:21 |
 | Meteor Hammer | 16 | 7.55% | 41.5 | 43.75% | -10.84% | +6.25% | -18.75% | -6.17% | 19:13 | 10:36 | 16:27 | 18:07 | 20:30 | 29:30 | 04:03 | 03:00 |
 | Spirit Vessel | 4 | 1.89% | 39.0 | 75.00% | +21.63% | +25.00% | +25.00% | 0.00% | 24:59 | 19:26 | 19:26 | 22:24 | 26:59 | 31:06 | 07:33 | 05:35 |
 | Ring of Basilius | 7 | 3.30% | 36.6 | 57.14% | +3.48% | -7.14% | -7.14% | 0.00% | 16:10 | 01:54 | 02:46 | 10:03 | 11:22 | 58:35 | 08:36 | 06:22 |
 | Orb of Corrosion | 2 | 0.94% | 34.1 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 19:35 | 13:33 | 13:33 | 25:37 | 25:37 | 25:37 | 12:04 | 08:56 |
 | Buckler | 2 | 0.94% | 31.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 28:33 | -01:29 | -01:29 | 58:35 | 58:35 | 58:35 | 60:04 | 44:29 |
 | Chainmail | 5 | 2.36% | 29.3 | 60.00% | +6.38% | +40.00% | +40.00% | 0.00% | 27:56 | 21:43 | 21:43 | 26:29 | 32:51 | 34:55 | 11:08 | 08:14 |
 | Dagon | 3 | 1.42% | 26.8 | 66.67% | +13.08% | +33.33% | 0.00% | 0.00% | 33:19 | 22:04 | 22:04 | 37:10 | 40:43 | 40:43 | 18:39 | 13:48 |
 | Medallion of Courage | 4 | 1.89% | 24.4 | 50.00% | -3.85% | -50.00% | +50.00% | 0.00% | 30:05 | 26:03 | 26:03 | 26:29 | 32:51 | 34:55 | 06:48 | 05:02 |
 | Glimmer Cape | 4 | 1.89% | 22.0 | 50.00% | -3.85% | +50.00% | +50.00% | 0.00% | 30:31 | 23:59 | 23:59 | 27:22 | 33:40 | 37:04 | 09:41 | 07:10 |
 | Vladmir's Offering | 1 | 0.47% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:35 | 58:35 | 58:35 | 58:35 | 58:35 | 58:35 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.47% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.47% | 14.6 | 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 |
 | Morbid Mask | 1 | 0.47% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:35 | 58:35 | 58:35 | 58:35 | 58:35 | 58:35 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 0.94% | 9.8 | 50.00% | -3.81% | +50.00% | 0.00% | 0.00% | 17:06 | 16:48 | 16:48 | 17:24 | 17:24 | 17:24 | 00:36 | 00:26 |
 | Bracer | 3 | 1.42% | 7.3 | 33.33% | -20.74% | +66.67% | 0.00% | 0.00% | 16:49 | 14:17 | 14:17 | 16:27 | 19:44 | 19:44 | 05:27 | 04:02 |
 | Veil of Discord | 1 | 0.47% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.47% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |