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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 | |
 | Lotus Orb | 5 | 3.88% | 100.0 | 100.00% | +55.65% | 0.00% | 0.00% | 0.00% | 38:21 | 32:11 | 32:11 | 38:52 | 41:05 | 43:35 | 08:54 | 06:35 |
 | Drum of Endurance | 10 | 7.75% | 98.0 | 80.00% | +36.30% | +20.00% | +20.00% | 0.00% | 23:33 | 13:01 | 18:16 | 18:57 | 23:08 | 56:59 | 04:52 | 03:36 |
 | Blink Dagger | 14 | 10.85% | 96.0 | 71.43% | +27.95% | +3.57% | +28.57% | 2.04% | 29:55 | 13:40 | 26:07 | 27:00 | 38:23 | 51:33 | 12:16 | 09:05 |
 | Ring of Health | 7 | 5.43% | 94.0 | 85.71% | +41.45% | +14.29% | -35.71% | -12.30% | 43:43 | 32:10 | 35:46 | 38:52 | 39:50 | 1:22:13 | 04:04 | 03:00 |
 | Magic Stick | 125 | 96.90% | 92.0 | 47.20% | +22.20% | -5.26% | -2.04% | 0.69% | 03:23 | -01:29 | -01:29 | 02:24 | 06:11 | 18:21 | 07:40 | 05:40 |
 | Boots of Speed | 129 | 100.00% | 90.0 | 46.51% | +46.51% | +0.37% | -2.76% | -0.78% | 07:11 | -01:29 | 05:14 | 07:01 | 09:14 | 15:48 | 04:00 | 02:57 |
 | Magic Wand | 110 | 85.27% | 88.0 | 46.36% | -1.01% | +3.64% | -5.62% | -1.65% | 09:39 | 00:47 | 06:37 | 09:22 | 12:14 | 26:44 | 05:37 | 04:09 |
 | Force Staff | 49 | 37.98% | 86.0 | 51.02% | +7.27% | -9.35% | -17.69% | -1.21% | 25:45 | 14:54 | 20:21 | 24:42 | 27:14 | 56:34 | 06:53 | 05:05 |
 | Wind Lace | 112 | 86.82% | 84.0 | 45.54% | -7.40% | +18.75% | -20.54% | -8.76% | 10:39 | -01:29 | 08:03 | 09:53 | 12:32 | 33:29 | 04:29 | 03:19 |
 | Aether Lens | 61 | 47.29% | 82.0 | 49.18% | +5.06% | -9.18% | +4.15% | 0.80% | 21:51 | 09:06 | 11:36 | 21:50 | 28:11 | 50:53 | 16:35 | 12:17 |
 | Void Stone | 66 | 51.16% | 80.0 | 48.48% | +4.04% | -1.42% | -4.73% | -0.18% | 21:53 | 07:35 | 11:24 | 19:18 | 29:32 | 1:22:14 | 18:08 | 13:25 |
 | Tranquil Boots | 106 | 82.17% | 78.0 | 45.28% | -6.89% | +6.57% | -18.36% | -5.75% | 12:46 | 04:47 | 09:46 | 11:36 | 14:06 | 33:39 | 04:20 | 03:12 |
 | Fluffy Hat | 77 | 59.69% | 76.0 | 46.75% | +0.60% | -9.91% | -4.64% | 0.71% | 16:26 | 03:50 | 11:26 | 14:48 | 18:51 | 56:34 | 07:25 | 05:29 |
 | Quelling Blade | 6 | 4.65% | 74.0 | 83.33% | +38.61% | +16.67% | -83.33% | 0.00% | 21:18 | -01:29 | 13:18 | 13:42 | 22:45 | 1:04:15 | 09:27 | 07:00 |
 | Glimmer Cape | 54 | 41.86% | 72.0 | 44.44% | -3.56% | +19.85% | -13.67% | -4.03% | 25:07 | 13:46 | 21:15 | 23:59 | 29:34 | 39:22 | 08:19 | 06:09 |
 | Crown | 11 | 8.53% | 70.0 | 63.64% | +18.72% | -30.31% | +3.03% | 1.46% | 28:43 | 06:59 | 12:25 | 27:56 | 35:15 | 58:37 | 22:50 | 16:54 |
 | Aeon Disk | 9 | 6.98% | 68.0 | 66.67% | +21.67% | +33.33% | -16.67% | -5.27% | 38:52 | 32:19 | 34:00 | 39:05 | 43:29 | 45:03 | 09:29 | 07:01 |
 | Helm of the Dominator | 7 | 5.43% | 66.0 | 71.43% | +26.35% | +28.57% | -21.43% | -5.39% | 36:03 | 17:24 | 25:58 | 35:13 | 35:15 | 58:37 | 09:17 | 06:52 |
 | Headdress | 5 | 3.88% | 64.0 | 80.00% | +34.84% | +20.00% | +20.00% | 0.00% | 26:59 | 21:21 | 21:21 | 23:28 | 26:13 | 40:32 | 04:52 | 03:36 |
 | Bottle | 12 | 9.30% | 62.0 | 58.33% | +13.03% | +8.34% | +41.67% | 33.33% | 01:25 | 00:18 | 01:11 | 01:17 | 01:30 | 03:05 | 00:19 | 00:14 |
 | Null Talisman | 23 | 17.83% | 60.0 | 47.83% | +1.60% | +18.84% | -14.50% | -13.99% | 04:50 | 00:35 | 02:21 | 03:43 | 04:44 | 19:45 | 02:23 | 01:45 |
 | Black King Bar | 10 | 7.75% | 58.0 | 60.00% | +14.62% | +6.67% | -10.00% | -1.11% | 32:35 | 21:57 | 23:51 | 30:56 | 38:49 | 47:41 | 14:58 | 11:05 |
 | Arcane Boots | 36 | 27.91% | 56.0 | 41.67% | -6.72% | +13.89% | -19.45% | -6.80% | 09:58 | 04:48 | 06:48 | 09:46 | 11:42 | 18:06 | 04:54 | 03:37 |
 | Octarine Core | 19 | 14.73% | 54.0 | 47.37% | +1.01% | +12.63% | -27.37% | -3.35% | 30:59 | 18:39 | 22:04 | 29:01 | 34:01 | 57:24 | 11:57 | 08:51 |
 | Helm of Iron Will | 8 | 6.20% | 52.0 | 62.50% | +17.05% | +37.50% | -12.50% | -5.07% | 34:34 | 14:21 | 25:22 | 30:25 | 35:14 | 58:37 | 09:52 | 07:18 |
 | Bracer | 11 | 8.53% | 50.0 | 54.55% | +8.79% | +12.12% | +12.12% | 0.00% | 14:22 | 04:58 | 12:32 | 14:49 | 15:07 | 19:45 | 02:35 | 01:54 |
 | Soul Ring | 4 | 3.10% | 48.0 | 75.00% | +29.40% | +25.00% | -75.00% | 0.00% | 14:05 | 10:12 | 10:12 | 14:57 | 15:04 | 16:07 | 04:52 | 03:36 |
 | Holy Locket | 4 | 3.10% | 46.0 | 75.00% | +29.40% | +25.00% | +25.00% | 0.00% | 26:07 | 24:01 | 24:01 | 25:06 | 26:04 | 29:15 | 02:03 | 01:31 |
 | Ring of Protection | 7 | 5.43% | 44.0 | 57.14% | +11.24% | -7.14% | -7.14% | 0.00% | 14:26 | -01:28 | 06:15 | 15:03 | 16:06 | 31:44 | 09:51 | 07:17 |
 | Eul's Scepter of Divinity | 2 | 1.55% | 42.0 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 19:38 | 16:01 | 16:01 | 23:14 | 23:14 | 23:14 | 07:13 | 05:20 |
 | Dagon (level 2) | 2 | 1.55% | 40.0 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 32:40 | 26:47 | 26:47 | 38:32 | 38:32 | 38:32 | 11:45 | 08:42 |
 | Dagon | 3 | 2.33% | 38.0 | 66.67% | +20.64% | +33.33% | 0.00% | 0.00% | 27:49 | 20:46 | 20:46 | 25:57 | 36:44 | 36:44 | 15:58 | 11:49 |
 | Scythe of Vyse | 3 | 2.33% | 36.0 | 66.67% | +20.64% | +33.33% | 0.00% | 0.00% | 49:37 | 39:44 | 39:44 | 50:33 | 58:35 | 58:35 | 18:51 | 13:57 |
 | Boots of Bearing | 4 | 3.10% | 34.0 | 50.00% | +3.60% | -50.00% | +50.00% | 0.00% | 39:44 | 23:54 | 23:54 | 37:24 | 40:18 | 57:19 | 16:24 | 12:08 |
 | Heaven's Halberd | 1 | 0.78% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.78% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.78% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.78% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.78% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Sange | 1 | 0.78% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 00:00 | 00:00 |
 | Aghanim's Shard | 17 | 13.18% | 20.0 | 17.65% | -33.24% | +57.35% | -17.65% | -3.88% | 32:57 | 15:05 | 21:00 | 25:25 | 40:21 | 1:15:54 | 19:21 | 14:20 |
 | Buckler | 2 | 1.55% | 18.0 | 50.00% | +3.54% | +50.00% | 0.00% | 0.00% | 28:36 | 25:27 | 25:27 | 31:44 | 31:44 | 31:44 | 06:17 | 04:39 |
 | Ring of Basilius | 3 | 2.33% | 16.0 | 33.33% | -13.50% | -33.33% | 0.00% | 0.00% | 08:57 | 04:16 | 04:16 | 05:46 | 16:49 | 16:49 | 12:33 | 09:17 |
 | Veil of Discord | 2 | 1.55% | 14.0 | 0.00% | -47.24% | 0.00% | 0.00% | 0.00% | 10:32 | 08:25 | 08:25 | 12:38 | 12:38 | 12:38 | 04:13 | 03:07 |
 | Yasha | 1 | 0.78% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Blight Stone | 2 | 1.55% | 10.0 | 0.00% | -47.24% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.78% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 00:00 | 00:00 |
 | Kaya | 1 | 0.78% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 1.55% | 4.0 | 0.00% | -47.24% | 0.00% | 0.00% | 0.00% | 47:40 | 45:08 | 45:08 | 50:12 | 50:12 | 50:12 | 05:04 | 03:45 |
 | Yasha and Kaya | 1 | 0.78% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |