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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 | |
 | Wind Lace | 38 | 46.91% | 100.0 | 65.79% | +19.28% | +14.21% | -10.23% | -5.20% | 18:16 | -01:29 | 16:19 | 18:25 | 21:01 | 27:41 | 04:42 | 03:28 |
 | Void Stone | 16 | 19.75% | 97.8 | 75.00% | +24.23% | 0.00% | 0.00% | 0.00% | 35:12 | 24:37 | 31:32 | 34:44 | 38:29 | 50:00 | 06:57 | 05:08 |
 | Black King Bar | 47 | 58.02% | 95.7 | 61.70% | +14.64% | -3.37% | -11.70% | -1.46% | 28:44 | 20:56 | 25:43 | 28:27 | 31:25 | 39:21 | 05:42 | 04:13 |
 | Quelling Blade | 65 | 80.25% | 93.5 | 58.46% | +14.71% | +4.04% | -2.21% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:52 | 00:00 | 00:00 |
 | Drum of Endurance | 22 | 27.16% | 91.3 | 68.18% | +17.33% | +15.15% | -8.18% | -4.78% | 22:41 | 16:23 | 19:37 | 21:51 | 24:30 | 34:20 | 04:53 | 03:37 |
 | Ring of Basilius | 81 | 100.00% | 89.1 | 55.56% | +55.56% | -15.56% | -0.56% | 1.89% | 07:46 | -01:29 | 03:38 | 08:30 | 11:35 | 20:58 | 07:57 | 05:53 |
 | Ring of Protection | 81 | 100.00% | 87.0 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 08:48 | -01:29 | 05:49 | 10:12 | 11:52 | 17:31 | 06:03 | 04:28 |
 | Morbid Mask | 81 | 100.00% | 84.8 | 55.56% | +55.56% | +14.44% | -15.56% | -8.65% | 13:33 | 04:33 | 12:00 | 13:50 | 15:28 | 21:18 | 03:28 | 02:34 |
 | Vladmir's Offering | 81 | 100.00% | 82.6 | 55.56% | +55.56% | +14.44% | -15.56% | -7.76% | 14:46 | 07:53 | 12:50 | 14:45 | 16:42 | 24:18 | 03:52 | 02:51 |
 | Buckler | 81 | 100.00% | 80.4 | 55.56% | +55.56% | -0.56% | -10.56% | -2.79% | 11:02 | 02:07 | 09:27 | 11:11 | 13:02 | 20:57 | 03:35 | 02:39 |
 | Crown | 73 | 90.12% | 78.3 | 56.16% | +6.16% | -0.60% | -6.16% | -2.38% | 06:55 | 01:27 | 04:50 | 06:02 | 07:10 | 52:50 | 02:20 | 01:43 |
 | Helm of the Overlord | 67 | 82.72% | 76.1 | 56.72% | +6.72% | +25.63% | -15.54% | -14.04% | 17:54 | 13:53 | 16:12 | 17:55 | 19:08 | 25:21 | 02:56 | 02:10 |
 | Boots of Speed | 80 | 98.77% | 73.9 | 55.00% | -45.00% | -25.00% | 0.00% | 4.24% | 10:58 | -01:29 | 07:52 | 10:27 | 13:46 | 31:12 | 05:54 | 04:22 |
 | Helm of Iron Will | 72 | 88.89% | 71.7 | 55.56% | 0.00% | +16.66% | -11.12% | -11.74% | 04:33 | 01:29 | 02:47 | 03:29 | 05:09 | 16:10 | 02:22 | 01:45 |
 | Helm of the Dominator | 72 | 88.89% | 69.6 | 55.56% | 0.00% | +16.66% | -22.23% | -16.55% | 09:47 | 06:41 | 08:20 | 09:33 | 10:41 | 17:28 | 02:21 | 01:44 |
 | Magic Stick | 25 | 30.86% | 67.4 | 64.00% | +12.21% | +2.67% | +19.33% | 2.13% | 04:34 | -01:29 | -01:29 | 00:46 | 09:18 | 20:02 | 10:47 | 07:59 |
 | Blink Dagger | 57 | 70.37% | 65.2 | 54.39% | -3.94% | +31.32% | -40.10% | -9.87% | 27:29 | 19:03 | 23:16 | 26:29 | 30:30 | 46:40 | 07:14 | 05:21 |
 | Aghanim's Shard | 55 | 67.90% | 63.0 | 54.55% | -3.14% | +16.88% | +16.88% | 0.00% | 24:08 | 15:03 | 21:10 | 24:08 | 27:24 | 36:48 | 06:14 | 04:37 |
 | Aether Lens | 11 | 13.58% | 60.9 | 72.73% | +19.87% | -6.06% | -6.06% | 0.00% | 35:04 | 24:53 | 28:35 | 34:33 | 38:29 | 50:00 | 09:54 | 07:20 |
 | Magic Wand | 36 | 44.44% | 58.7 | 55.56% | 0.00% | -33.34% | +22.22% | 7.11% | 04:21 | -01:29 | -01:29 | 01:19 | 09:18 | 20:03 | 10:47 | 07:59 |
 | Assault Cuirass | 3 | 3.70% | 56.5 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 34:31 | 30:16 | 30:16 | 36:22 | 36:56 | 36:56 | 06:40 | 04:56 |
 | Aeon Disk | 3 | 3.70% | 54.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 45:01 | 38:52 | 38:52 | 40:11 | 55:59 | 55:59 | 17:07 | 12:40 |
 | Ring of Health | 7 | 8.64% | 52.2 | 71.43% | +17.38% | -21.43% | +28.57% | 0.00% | 40:41 | 32:38 | 34:44 | 36:18 | 40:45 | 1:02:41 | 06:01 | 04:27 |
 | Tranquil Boots | 12 | 14.81% | 50.0 | 58.33% | +3.26% | -25.00% | -25.00% | 0.00% | 27:34 | 08:31 | 21:32 | 27:09 | 33:28 | 38:51 | 11:56 | 08:50 |
 | Wraith Pact | 12 | 14.81% | 47.8 | 50.00% | -6.52% | +16.67% | -50.00% | -15.27% | 16:18 | 13:05 | 14:00 | 15:15 | 18:22 | 22:03 | 04:22 | 03:14 |
 | Refresher Orb | 5 | 6.17% | 45.7 | 60.00% | +4.74% | -60.00% | +40.00% | 0.00% | 43:57 | 36:53 | 36:53 | 40:30 | 41:45 | 1:02:50 | 04:52 | 03:36 |
 | Arcane Boots | 5 | 6.17% | 43.5 | 60.00% | +4.74% | -60.00% | -60.00% | 0.00% | 30:25 | 26:21 | 26:21 | 31:25 | 31:29 | 36:17 | 05:08 | 03:48 |
 | Octarine Core | 3 | 3.70% | 41.3 | 66.67% | +11.54% | -66.67% | 0.00% | 0.00% | 47:18 | 41:25 | 41:25 | 45:27 | 55:03 | 55:03 | 13:38 | 10:05 |
 | Boots of Bearing | 7 | 8.64% | 39.1 | 42.86% | -13.90% | +7.14% | -42.86% | 0.00% | 32:12 | 23:14 | 29:05 | 33:28 | 35:21 | 38:51 | 06:16 | 04:38 |
 | Lotus Orb | 1 | 1.23% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.23% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.23% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:26 | 54:26 | 54:26 | 54:26 | 54:26 | 54:26 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.23% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.23% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 00:00 | 00:00 |
 | Dagon | 1 | 1.23% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.47% | 23.9 | 50.00% | -5.70% | +50.00% | 0.00% | 0.00% | 33:10 | 25:03 | 25:03 | 41:17 | 41:17 | 41:17 | 16:14 | 12:01 |
 | Heaven's Halberd | 2 | 2.47% | 21.7 | 50.00% | -5.70% | -50.00% | 0.00% | 0.00% | 31:23 | 23:35 | 23:35 | 39:11 | 39:11 | 39:11 | 15:36 | 11:33 |
 | Sange | 3 | 3.70% | 19.6 | 33.33% | -23.08% | -33.33% | 0.00% | 0.00% | 39:46 | 23:26 | 23:26 | 38:31 | 57:21 | 57:21 | 33:55 | 25:07 |
 | Aghanim's Scepter | 3 | 3.70% | 17.4 | 33.33% | -23.08% | +66.67% | 0.00% | 0.00% | 35:54 | 31:58 | 31:58 | 32:48 | 42:56 | 42:56 | 10:58 | 08:07 |
 | Force Staff | 1 | 1.23% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Soul Ring | 2 | 2.47% | 13.0 | 0.00% | -56.96% | 0.00% | 0.00% | 0.00% | 08:59 | 08:31 | 08:31 | 09:27 | 09:27 | 09:27 | 00:56 | 00:41 |
 | Phase Boots | 1 | 1.23% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 00:00 | 00:00 |
 | Kaya | 1 | 1.23% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.23% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.23% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.23% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 00:00 | 00:00 |