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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 | |
 | Blink Dagger | 36 | 76.60% | 100.0 | 72.22% | +17.67% | +5.56% | +5.56% | 0.00% | 24:12 | 14:23 | 19:24 | 21:54 | 26:59 | 47:44 | 07:35 | 05:37 |
 | Magic Stick | 41 | 87.23% | 97.5 | 70.73% | +20.73% | +9.27% | +19.27% | 1.40% | 04:39 | -01:29 | -01:29 | 02:54 | 08:37 | 29:18 | 10:06 | 07:28 |
 | Boots of Speed | 47 | 100.00% | 95.0 | 68.09% | +68.09% | +15.24% | -18.09% | -5.42% | 04:41 | -01:29 | -01:28 | 05:16 | 07:37 | 14:12 | 09:05 | 06:43 |
 | Force Staff | 15 | 31.91% | 92.5 | 80.00% | +17.50% | +20.00% | -30.00% | -3.62% | 29:31 | 17:53 | 20:57 | 28:52 | 34:46 | 46:22 | 13:49 | 10:14 |
 | Aghanim's Shard | 38 | 80.85% | 90.0 | 68.42% | +1.75% | -18.42% | +9.36% | 3.70% | 27:04 | 15:02 | 22:26 | 25:01 | 29:56 | 53:04 | 07:30 | 05:33 |
 | Magic Wand | 25 | 53.19% | 87.5 | 72.00% | +8.36% | +11.33% | +28.00% | 2.26% | 11:47 | 01:16 | 06:39 | 09:38 | 14:02 | 30:54 | 07:23 | 05:28 |
 | Fluffy Hat | 17 | 36.17% | 85.0 | 76.47% | +13.14% | +23.53% | -26.47% | -2.47% | 23:30 | 06:18 | 13:31 | 20:27 | 33:47 | 46:22 | 20:16 | 15:00 |
 | Wind Lace | 30 | 63.83% | 82.5 | 63.33% | -13.14% | -13.33% | +22.38% | 6.43% | 08:59 | -01:29 | 05:08 | 07:11 | 10:41 | 32:13 | 05:33 | 04:06 |
 | Tranquil Boots | 24 | 51.06% | 80.0 | 62.50% | -11.41% | +4.17% | +4.17% | 0.00% | 12:47 | 04:54 | 08:25 | 10:16 | 12:42 | 33:06 | 04:17 | 03:10 |
 | Ring of Protection | 15 | 31.91% | 77.5 | 66.67% | -2.08% | -16.67% | +8.33% | 1.48% | 19:46 | -01:29 | 07:39 | 13:49 | 24:32 | 53:00 | 16:53 | 12:30 |
 | Ring of Basilius | 15 | 31.91% | 75.0 | 66.67% | -2.08% | -16.67% | -16.67% | 0.00% | 16:31 | 06:58 | 09:36 | 11:29 | 12:15 | 53:00 | 02:39 | 01:57 |
 | Crown | 3 | 6.38% | 72.5 | 100.00% | +34.09% | 0.00% | 0.00% | 0.00% | 13:37 | 12:16 | 12:16 | 12:19 | 16:16 | 16:16 | 04:00 | 02:57 |
 | Wraith Pact | 3 | 6.38% | 70.0 | 100.00% | +34.09% | 0.00% | 0.00% | 0.00% | 42:06 | 32:15 | 32:15 | 42:32 | 51:32 | 51:32 | 19:17 | 14:17 |
 | Veil of Discord | 3 | 6.38% | 67.5 | 100.00% | +34.09% | 0.00% | 0.00% | 0.00% | 14:19 | 12:45 | 12:45 | 12:47 | 17:26 | 17:26 | 04:41 | 03:28 |
 | Lotus Orb | 3 | 6.38% | 65.0 | 100.00% | +34.09% | 0.00% | 0.00% | 0.00% | 38:59 | 28:39 | 28:39 | 41:53 | 46:25 | 46:25 | 17:46 | 13:09 |
 | Buckler | 7 | 14.89% | 62.5 | 71.43% | +3.93% | -21.43% | -21.43% | 0.00% | 36:51 | 23:47 | 24:32 | 37:43 | 42:58 | 53:00 | 18:26 | 13:39 |
 | Morbid Mask | 7 | 14.89% | 60.0 | 71.43% | +3.93% | +28.57% | -21.43% | -4.12% | 39:42 | 29:54 | 30:50 | 37:43 | 42:58 | 53:00 | 12:08 | 08:59 |
 | Vladmir's Offering | 7 | 14.89% | 57.5 | 71.43% | +3.93% | +28.57% | -21.43% | -4.67% | 40:08 | 30:51 | 32:15 | 37:43 | 42:58 | 53:00 | 10:43 | 07:56 |
 | Orb of Venom | 10 | 21.28% | 55.0 | 60.00% | -10.27% | -26.67% | -10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Soul Ring | 8 | 17.02% | 52.5 | 62.50% | -6.73% | -12.50% | -12.50% | 0.00% | 11:50 | 05:40 | 07:39 | 12:14 | 14:09 | 16:43 | 06:30 | 04:48 |
 | Ring of Health | 6 | 12.77% | 50.0 | 66.67% | -1.62% | -16.67% | -66.67% | -2.86% | 44:11 | 20:38 | 39:46 | 41:49 | 57:15 | 60:31 | 17:29 | 12:57 |
 | Void Stone | 9 | 19.15% | 47.5 | 55.56% | -15.49% | -5.56% | -5.56% | 0.00% | 40:02 | 20:39 | 28:04 | 39:46 | 45:06 | 60:31 | 17:02 | 12:37 |
 | Arcane Boots | 4 | 8.51% | 45.0 | 75.00% | +7.56% | +25.00% | +25.00% | 0.00% | 23:16 | 08:48 | 08:48 | 20:30 | 30:00 | 33:46 | 21:12 | 15:42 |
 | Spirit Vessel | 2 | 4.26% | 42.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 17:53 | 14:27 | 14:27 | 21:18 | 21:18 | 21:18 | 06:51 | 05:04 |
 | Urn of Shadows | 2 | 4.26% | 40.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 11:04 | 07:31 | 07:31 | 14:37 | 14:37 | 14:37 | 07:06 | 05:15 |
 | Drum of Endurance | 2 | 4.26% | 37.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 33:27 | 27:40 | 27:40 | 39:14 | 39:14 | 39:14 | 11:34 | 08:34 |
 | Sange | 2 | 4.26% | 35.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 36:07 | 34:23 | 34:23 | 37:51 | 37:51 | 37:51 | 03:28 | 02:34 |
 | Aghanim's Scepter | 3 | 6.38% | 32.5 | 66.67% | -1.51% | +33.33% | 0.00% | 0.00% | 49:02 | 36:24 | 36:24 | 41:44 | 1:08:57 | 1:08:57 | 32:33 | 24:06 |
 | Chainmail | 3 | 6.38% | 30.0 | 66.67% | -1.51% | +33.33% | 0.00% | 0.00% | 11:26 | 08:17 | 08:17 | 11:10 | 14:52 | 14:52 | 06:35 | 04:52 |
 | Phase Boots | 3 | 6.38% | 27.5 | 66.67% | -1.51% | +33.33% | 0.00% | 0.00% | 13:15 | 09:55 | 09:55 | 11:37 | 18:14 | 18:14 | 08:19 | 06:09 |
 | Black King Bar | 1 | 2.13% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.13% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 00:00 | 00:00 |
 | Holy Locket | 1 | 2.13% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.13% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.13% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.13% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 4.26% | 10.0 | 50.00% | -18.89% | -50.00% | 0.00% | 0.00% | 54:13 | 45:57 | 45:57 | 1:02:28 | 1:02:28 | 1:02:28 | 16:31 | 12:14 |
 | Headdress | 3 | 6.38% | 7.5 | 33.33% | -37.12% | -33.33% | 0.00% | 0.00% | 05:50 | -01:29 | -01:29 | -01:28 | 20:27 | 20:27 | 21:56 | 16:14 |
 | Eul's Scepter of Divinity | 2 | 4.26% | 5.0 | 0.00% | -71.11% | 0.00% | 0.00% | 0.00% | 37:04 | 28:12 | 28:12 | 45:55 | 45:55 | 45:55 | 17:43 | 13:07 |
 | Aeon Disk | 1 | 2.13% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 00:00 | 00:00 |