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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 | |
 | Octarine Core | 43 | 29.25% | 100.0 | 76.74% | +38.28% | +5.08% | -13.10% | -1.94% | 32:11 | 21:39 | 27:06 | 30:38 | 36:28 | 44:41 | 09:22 | 06:56 |
 | Aether Lens | 73 | 49.66% | 97.7 | 64.38% | +29.24% | +2.29% | -14.38% | -1.71% | 26:39 | 13:42 | 20:51 | 26:07 | 30:37 | 45:15 | 09:46 | 07:14 |
 | Lotus Orb | 6 | 4.08% | 95.3 | 100.00% | +52.48% | 0.00% | 0.00% | 0.00% | 32:58 | 18:01 | 24:04 | 25:41 | 48:35 | 51:25 | 24:31 | 18:09 |
 | Void Stone | 81 | 55.10% | 93.0 | 61.73% | +26.88% | +3.27% | -11.73% | -1.65% | 25:06 | 10:55 | 19:50 | 24:34 | 28:55 | 48:35 | 09:05 | 06:43 |
 | Ring of Health | 16 | 10.88% | 90.7 | 75.00% | +28.44% | 0.00% | 0.00% | 0.00% | 33:53 | 11:50 | 14:56 | 29:58 | 48:35 | 1:06:12 | 33:39 | 24:55 |
 | Black King Bar | 119 | 80.95% | 88.4 | 53.78% | +21.64% | +19.55% | -13.78% | -6.19% | 21:06 | 14:29 | 17:44 | 19:44 | 23:07 | 37:16 | 05:23 | 03:59 |
 | Shiva's Guard | 24 | 16.33% | 86.0 | 66.67% | +20.33% | 0.00% | +16.66% | 2.73% | 32:39 | 24:07 | 29:11 | 32:38 | 35:17 | 42:21 | 06:06 | 04:31 |
 | Wind Lace | 101 | 68.71% | 83.7 | 53.47% | +12.17% | +2.53% | -13.47% | -3.33% | 06:54 | -01:29 | 04:53 | 05:45 | 09:41 | 20:40 | 04:48 | 03:33 |
 | Bottle | 138 | 93.88% | 81.4 | 51.45% | +29.23% | +11.41% | -10.27% | -20.01% | 02:49 | 01:05 | 02:09 | 02:40 | 03:14 | 05:26 | 01:05 | 00:48 |
 | Blink Dagger | 122 | 82.99% | 79.1 | 51.64% | +11.64% | +9.65% | -14.97% | -2.67% | 21:30 | 12:03 | 16:17 | 21:14 | 25:31 | 47:14 | 09:14 | 06:50 |
 | Null Talisman | 94 | 63.95% | 76.7 | 52.13% | +6.85% | -6.30% | -8.65% | -0.49% | 03:45 | -01:29 | 01:11 | 03:54 | 05:56 | 15:52 | 04:45 | 03:31 |
 | Boots of Speed | 147 | 100.00% | 74.4 | 49.66% | +49.66% | -6.42% | -3.71% | 1.61% | 03:54 | -01:29 | 03:20 | 04:16 | 05:01 | 07:09 | 01:41 | 01:14 |
 | Magic Stick | 83 | 56.46% | 72.1 | 48.19% | -3.37% | +4.19% | -10.09% | -2.23% | 07:34 | -01:29 | 04:24 | 07:29 | 10:48 | 23:41 | 06:24 | 04:44 |
 | Magic Wand | 62 | 42.18% | 69.8 | 46.77% | -4.99% | +3.23% | -13.44% | -2.92% | 10:35 | 02:24 | 06:58 | 10:20 | 12:41 | 25:43 | 05:43 | 04:14 |
 | Force Staff | 35 | 23.81% | 67.4 | 48.57% | -1.43% | +18.10% | -26.35% | -4.27% | 28:28 | 16:13 | 22:57 | 27:02 | 33:21 | 47:12 | 10:24 | 07:42 |
 | Arcane Blink | 7 | 4.76% | 65.1 | 71.43% | +22.86% | +28.57% | -21.43% | -8.93% | 52:12 | 33:20 | 45:46 | 50:13 | 51:22 | 1:12:22 | 05:36 | 04:08 |
 | Aeon Disk | 5 | 3.40% | 62.8 | 80.00% | +31.41% | +20.00% | +20.00% | 0.00% | 37:23 | 25:49 | 25:49 | 36:22 | 47:10 | 48:19 | 21:21 | 15:48 |
 | Hood of Defiance | 5 | 3.40% | 60.5 | 80.00% | +31.41% | +20.00% | +20.00% | 0.00% | 16:47 | 11:50 | 11:50 | 14:09 | 16:34 | 29:26 | 04:44 | 03:30 |
 | Aghanim's Shard | 18 | 12.24% | 58.1 | 50.00% | +0.39% | +50.00% | 0.00% | -4.39% | 37:15 | 25:52 | 28:56 | 31:36 | 40:19 | 1:15:52 | 11:23 | 08:25 |
 | Eul's Scepter of Divinity | 14 | 9.52% | 55.8 | 50.00% | +0.38% | 0.00% | -16.67% | -1.46% | 24:15 | 14:13 | 18:38 | 20:56 | 30:05 | 39:08 | 11:27 | 08:28 |
 | Wind Waker | 2 | 1.36% | 53.5 | 100.00% | +51.03% | 0.00% | 0.00% | 0.00% | 36:27 | 33:52 | 33:52 | 39:02 | 39:02 | 39:02 | 05:10 | 03:49 |
 | Pipe of Insight | 2 | 1.36% | 51.2 | 100.00% | +51.03% | 0.00% | 0.00% | 0.00% | 25:07 | 20:48 | 20:48 | 29:26 | 29:26 | 29:26 | 08:38 | 06:23 |
 | Headdress | 2 | 1.36% | 48.8 | 100.00% | +51.03% | 0.00% | 0.00% | 0.00% | 23:50 | 20:12 | 20:12 | 27:28 | 27:28 | 27:28 | 07:16 | 05:22 |
 | Aghanim's Scepter | 12 | 8.16% | 46.5 | 41.67% | -8.70% | -8.34% | -8.34% | 0.00% | 40:10 | 23:27 | 28:59 | 35:59 | 38:09 | 1:14:46 | 09:10 | 06:47 |
 | Ghost Scepter | 7 | 4.76% | 44.2 | 42.86% | -7.14% | +57.14% | -42.86% | -10.29% | 34:00 | 23:36 | 27:57 | 32:23 | 37:40 | 47:25 | 09:43 | 07:11 |
 | Linken's Sphere | 4 | 2.72% | 41.9 | 50.00% | +0.35% | -50.00% | -50.00% | 0.00% | 46:23 | 36:04 | 36:04 | 46:49 | 49:54 | 52:45 | 13:50 | 10:14 |
 | Ethereal Blade | 1 | 0.68% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.68% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.68% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:23 | 1:06:23 | 1:06:23 | 1:06:23 | 1:06:23 | 1:06:23 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.68% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:00 | 57:00 | 57:00 | 57:00 | 57:00 | 57:00 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.68% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.68% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.68% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |
 | Radiance | 1 | 0.68% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.68% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:03 | 52:03 | 52:03 | 52:03 | 52:03 | 52:03 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.36% | 18.6 | 50.00% | +0.34% | -50.00% | 0.00% | 0.00% | 1:13:06 | 1:11:25 | 1:11:25 | 1:14:46 | 1:14:46 | 1:14:46 | 03:21 | 02:28 |
 | Drum of Endurance | 2 | 1.36% | 16.3 | 50.00% | +0.34% | +50.00% | 0.00% | 0.00% | 17:01 | 13:02 | 13:02 | 20:59 | 20:59 | 20:59 | 07:57 | 05:53 |
 | Chainmail | 1 | 0.68% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.68% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.68% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.36% | 7.0 | 0.00% | -50.34% | 0.00% | 0.00% | 0.00% | 08:31 | 06:00 | 06:00 | 11:02 | 11:02 | 11:02 | 05:02 | 03:43 |
 | Medallion of Courage | 1 | 0.68% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.68% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |