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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 | |
 | Aghanim's Scepter | 14 | 15.22% | 100.0 | 78.57% | +31.13% | +21.43% | -11.90% | -4.36% | 37:32 | 26:50 | 33:27 | 36:02 | 41:06 | 56:28 | 07:39 | 05:40 |
 | Void Stone | 10 | 10.87% | 98.0 | 80.00% | +31.22% | +20.00% | +20.00% | 0.00% | 32:09 | 17:24 | 24:34 | 32:05 | 38:45 | 47:17 | 14:11 | 10:30 |
 | Magic Wand | 77 | 83.70% | 96.0 | 55.84% | +22.51% | +17.84% | -19.00% | -9.29% | 11:35 | 02:19 | 09:08 | 11:18 | 13:06 | 30:28 | 03:58 | 02:56 |
 | Wind Lace | 83 | 90.22% | 94.0 | 53.01% | +8.57% | -0.63% | +4.13% | 0.68% | 04:41 | -01:30 | -01:29 | 05:23 | 08:26 | 16:58 | 09:55 | 07:20 |
 | Boots of Speed | 92 | 100.00% | 92.0 | 52.17% | +52.17% | +4.35% | +4.35% | 0.00% | 06:33 | -01:29 | 05:06 | 06:47 | 08:26 | 13:31 | 03:20 | 02:28 |
 | Tranquil Boots | 77 | 83.70% | 90.0 | 53.25% | +6.58% | -5.88% | -0.62% | 1.29% | 10:27 | 06:24 | 08:08 | 10:04 | 12:12 | 26:22 | 04:04 | 03:00 |
 | Magic Stick | 88 | 95.65% | 88.0 | 52.27% | +2.27% | +11.37% | -15.91% | -3.70% | 04:57 | -01:30 | 01:21 | 04:19 | 08:43 | 14:20 | 07:22 | 05:27 |
 | Aghanim's Shard | 39 | 42.39% | 86.0 | 56.41% | +7.35% | +13.59% | -36.41% | -4.08% | 29:45 | 15:06 | 22:58 | 28:05 | 35:13 | 51:47 | 12:15 | 09:04 |
 | Ring of Health | 13 | 14.13% | 84.0 | 69.23% | +19.86% | +30.77% | -2.56% | -2.44% | 27:23 | 17:40 | 19:32 | 24:31 | 33:13 | 42:33 | 13:41 | 10:08 |
 | Force Staff | 59 | 64.13% | 82.0 | 49.15% | -8.43% | +10.85% | -22.48% | -4.80% | 25:41 | 16:24 | 21:11 | 24:35 | 28:08 | 42:58 | 06:57 | 05:08 |
 | Fluffy Hat | 70 | 76.09% | 80.0 | 47.14% | -21.04% | +13.97% | -11.85% | -4.09% | 16:13 | 05:27 | 11:41 | 13:59 | 18:00 | 42:58 | 06:19 | 04:40 |
 | Lotus Orb | 8 | 8.70% | 78.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 33:49 | 23:47 | 27:49 | 32:05 | 38:19 | 42:43 | 10:30 | 07:46 |
 | Glimmer Cape | 8 | 8.70% | 76.0 | 75.00% | +25.00% | +25.00% | -25.00% | -5.05% | 27:08 | 20:37 | 20:38 | 25:35 | 30:32 | 37:24 | 09:54 | 07:20 |
 | Ring of Protection | 31 | 33.70% | 74.0 | 48.39% | -5.71% | +1.61% | +1.61% | 0.00% | 06:05 | -01:30 | -01:29 | -01:29 | 13:00 | 31:52 | 14:29 | 10:43 |
 | Headdress | 3 | 3.26% | 72.0 | 100.00% | +49.44% | 0.00% | 0.00% | 0.00% | 23:56 | 21:29 | 21:29 | 23:35 | 26:44 | 26:44 | 05:15 | 03:53 |
 | Drum of Endurance | 7 | 7.61% | 70.0 | 71.43% | +20.84% | +28.57% | -21.43% | -3.03% | 38:28 | 22:29 | 26:02 | 32:13 | 42:32 | 1:03:04 | 16:30 | 12:13 |
 | Hood of Defiance | 5 | 5.43% | 68.0 | 80.00% | +29.43% | +20.00% | -80.00% | -25.53% | 20:06 | 17:45 | 17:45 | 19:53 | 21:40 | 23:13 | 03:55 | 02:54 |
 | Black King Bar | 5 | 5.43% | 66.0 | 80.00% | +29.43% | +20.00% | -80.00% | -5.57% | 53:34 | 44:17 | 44:17 | 49:50 | 1:02:14 | 1:03:31 | 17:57 | 13:17 |
 | Arcane Boots | 5 | 5.43% | 64.0 | 80.00% | +29.43% | +20.00% | +20.00% | 0.00% | 17:35 | 10:12 | 10:12 | 14:30 | 22:36 | 27:09 | 12:24 | 09:11 |
 | Chainmail | 4 | 4.35% | 62.0 | 75.00% | +23.86% | -75.00% | +25.00% | 0.00% | 14:40 | 10:55 | 10:55 | 13:12 | 14:26 | 20:08 | 03:31 | 02:36 |
 | Wraith Band | 4 | 4.35% | 60.0 | 75.00% | +23.86% | +25.00% | +25.00% | 0.00% | 29:01 | 15:53 | 15:53 | 27:37 | 31:30 | 41:05 | 15:37 | 11:34 |
 | Aeon Disk | 4 | 4.35% | 58.0 | 75.00% | +23.86% | +25.00% | +25.00% | 0.00% | 49:31 | 34:30 | 34:30 | 44:04 | 50:45 | 1:08:46 | 16:15 | 12:02 |
 | Pipe of Insight | 2 | 2.17% | 56.0 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 26:09 | 25:27 | 25:27 | 26:51 | 26:51 | 26:51 | 01:24 | 01:02 |
 | Eul's Scepter of Divinity | 2 | 2.17% | 54.0 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 37:44 | 36:52 | 36:52 | 38:36 | 38:36 | 38:36 | 01:44 | 01:17 |
 | Blade Mail | 2 | 2.17% | 52.0 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 18:12 | 15:12 | 15:12 | 21:12 | 21:12 | 21:12 | 06:00 | 04:26 |
 | Null Talisman | 2 | 2.17% | 50.0 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 16:22 | 15:03 | 15:03 | 17:40 | 17:40 | 17:40 | 02:37 | 01:56 |
 | Ghost Scepter | 14 | 15.22% | 48.0 | 42.86% | -10.99% | +7.14% | -9.53% | -1.38% | 36:38 | 24:39 | 28:49 | 35:42 | 40:54 | 49:27 | 12:05 | 08:57 |
 | Quelling Blade | 8 | 8.70% | 46.0 | 50.00% | -2.38% | 0.00% | +50.00% | 8.55% | 05:56 | -01:29 | -01:29 | 06:29 | 07:20 | 12:50 | 08:49 | 06:31 |
 | Buckler | 6 | 6.52% | 44.0 | 50.00% | -2.33% | +50.00% | -50.00% | -3.94% | 37:12 | 15:04 | 28:00 | 31:52 | 53:24 | 1:01:28 | 25:24 | 18:48 |
 | Urn of Shadows | 10 | 10.87% | 42.0 | 40.00% | -13.66% | +26.67% | +10.00% | -3.47% | 16:00 | 12:21 | 12:46 | 16:02 | 17:34 | 23:08 | 04:48 | 03:33 |
 | Soul Ring | 3 | 3.26% | 40.0 | 66.67% | +14.98% | -66.67% | 0.00% | 0.00% | 19:55 | 14:03 | 14:03 | 17:08 | 28:34 | 28:34 | 14:31 | 10:45 |
 | Boots of Bearing | 3 | 3.26% | 38.0 | 66.67% | +14.98% | +33.33% | 0.00% | 0.00% | 54:09 | 39:51 | 39:51 | 57:57 | 1:04:38 | 1:04:38 | 24:47 | 18:21 |
 | Ring of Basilius | 4 | 4.35% | 36.0 | 50.00% | -2.27% | +50.00% | -50.00% | 0.00% | 38:43 | 14:09 | 14:09 | 25:52 | 53:24 | 1:01:28 | 39:15 | 29:04 |
 | Skull Basher | 1 | 1.09% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.09% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.09% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Bracer | 5 | 5.43% | 28.0 | 40.00% | -12.87% | -40.00% | -40.00% | 0.00% | 15:18 | 12:47 | 12:47 | 14:15 | 16:29 | 19:02 | 03:42 | 02:44 |
 | Spirit Vessel | 2 | 2.17% | 26.0 | 50.00% | -2.22% | -50.00% | 0.00% | 0.00% | 27:48 | 21:59 | 21:59 | 33:36 | 33:36 | 33:36 | 11:37 | 08:36 |
 | Phase Boots | 2 | 2.17% | 24.0 | 50.00% | -2.22% | -50.00% | 0.00% | 0.00% | 13:24 | 13:02 | 13:02 | 13:45 | 13:45 | 13:45 | 00:43 | 00:31 |
 | Blink Dagger | 2 | 2.17% | 22.0 | 50.00% | -2.22% | +50.00% | 0.00% | 0.00% | 1:01:06 | 47:38 | 47:38 | 1:14:34 | 1:14:34 | 1:14:34 | 26:56 | 19:57 |
 | Heaven's Halberd | 4 | 4.35% | 20.0 | 25.00% | -28.41% | -25.00% | +75.00% | 0.00% | 34:38 | 30:35 | 30:35 | 34:31 | 35:13 | 38:13 | 04:38 | 03:25 |
 | Sange | 4 | 4.35% | 18.0 | 25.00% | -28.41% | -25.00% | +75.00% | 0.00% | 26:52 | 25:15 | 25:15 | 25:31 | 27:42 | 29:01 | 02:27 | 01:48 |
 | Vladmir's Offering | 2 | 2.17% | 16.0 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 57:26 | 53:24 | 53:24 | 1:01:28 | 1:01:28 | 1:01:28 | 08:04 | 05:58 |
 | Crimson Guard | 1 | 1.09% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.09% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 00:00 | 00:00 |
 | Crown | 1 | 1.09% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:23 | 54:23 | 54:23 | 54:23 | 54:23 | 54:23 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.09% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 2.17% | 6.0 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 57:26 | 53:24 | 53:24 | 1:01:28 | 1:01:28 | 1:01:28 | 08:04 | 05:58 |
 | Helm of Iron Will | 1 | 1.09% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.09% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:21 | 58:21 | 58:21 | 58:21 | 58:21 | 58:21 | 00:00 | 00:00 |