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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 | 9 | 13.04% | 100.0 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 37:40 | 28:28 | 29:15 | 34:44 | 38:19 | 56:04 | 09:04 | 06:42 |
 | Void Stone | 39 | 56.52% | 96.8 | 61.54% | +21.54% | +28.46% | -31.54% | -7.76% | 29:00 | 13:09 | 25:35 | 29:02 | 33:19 | 41:14 | 07:44 | 05:43 |
 | Blink Dagger | 65 | 94.20% | 93.5 | 53.85% | +28.85% | +8.65% | -28.85% | -4.62% | 21:59 | 13:50 | 17:13 | 21:54 | 25:20 | 33:41 | 08:07 | 06:00 |
 | Aether Lens | 30 | 43.48% | 90.3 | 60.00% | +13.85% | +27.50% | -45.71% | -8.26% | 29:37 | 14:21 | 25:51 | 28:35 | 34:43 | 46:45 | 08:52 | 06:34 |
 | Boots of Speed | 69 | 100.00% | 87.1 | 52.17% | +52.17% | -10.99% | +0.77% | 10.86% | 03:30 | -01:29 | 02:57 | 03:36 | 04:02 | 07:44 | 01:05 | 00:48 |
 | Magic Wand | 56 | 81.16% | 83.9 | 53.57% | +7.42% | +3.57% | +10.72% | 1.79% | 07:01 | -01:29 | 05:11 | 06:01 | 09:11 | 20:12 | 04:00 | 02:57 |
 | Black King Bar | 61 | 88.41% | 80.6 | 52.46% | +2.46% | +27.54% | +0.87% | -4.92% | 21:21 | 15:04 | 17:53 | 19:48 | 23:18 | 43:35 | 05:25 | 04:00 |
 | Magic Stick | 57 | 82.61% | 77.4 | 52.63% | +2.63% | +11.66% | +18.80% | 2.01% | 04:17 | -01:29 | 02:28 | 04:14 | 06:01 | 11:19 | 03:33 | 02:37 |
 | Ring of Health | 15 | 21.74% | 74.2 | 66.67% | +18.52% | +33.33% | +33.33% | 0.00% | 38:18 | 25:08 | 32:25 | 36:57 | 42:44 | 55:40 | 10:19 | 07:38 |
 | Force Staff | 15 | 21.74% | 71.0 | 66.67% | +18.52% | +33.33% | -16.67% | -7.18% | 30:17 | 24:04 | 24:38 | 29:14 | 31:36 | 45:51 | 06:58 | 05:09 |
 | Fluffy Hat | 16 | 23.19% | 67.7 | 62.50% | +13.44% | +37.50% | -12.50% | -7.18% | 29:47 | 20:42 | 24:38 | 29:01 | 31:36 | 45:51 | 06:58 | 05:09 |
 | Boots of Bearing | 10 | 14.49% | 64.5 | 70.00% | +20.85% | -36.67% | +30.00% | 0.00% | 23:24 | 15:08 | 16:07 | 19:49 | 23:26 | 57:14 | 07:19 | 05:25 |
 | Wind Lace | 58 | 84.06% | 61.3 | 48.28% | -24.45% | -1.61% | +1.72% | 1.23% | 05:07 | -01:29 | 03:53 | 04:51 | 06:36 | 17:25 | 02:43 | 02:00 |
 | Null Talisman | 21 | 30.43% | 58.1 | 57.14% | +7.14% | +2.86% | -37.14% | -14.55% | 03:11 | -01:30 | 01:01 | 02:04 | 03:46 | 14:44 | 02:45 | 02:02 |
 | Bottle | 43 | 62.32% | 54.8 | 48.84% | -8.85% | +23.89% | -12.48% | -36.37% | 01:35 | 00:50 | 01:19 | 01:33 | 01:46 | 02:48 | 00:27 | 00:20 |
 | Tranquil Boots | 21 | 30.43% | 51.6 | 52.38% | +0.30% | -12.38% | -12.38% | 0.00% | 09:16 | 04:02 | 05:16 | 07:46 | 11:17 | 22:27 | 06:01 | 04:27 |
 | Quelling Blade | 7 | 10.14% | 48.4 | 71.43% | +21.43% | -71.43% | +28.57% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Witch Blade | 7 | 10.14% | 45.2 | 71.43% | +21.43% | +28.57% | +28.57% | 0.00% | 30:19 | 27:12 | 28:00 | 29:47 | 31:52 | 33:54 | 03:52 | 02:51 |
 | Drum of Endurance | 22 | 31.88% | 41.9 | 50.00% | -3.19% | +33.33% | -50.00% | -39.68% | 11:34 | 07:23 | 10:07 | 10:42 | 12:13 | 20:43 | 02:06 | 01:33 |
 | Aghanim's Shard | 8 | 11.59% | 38.7 | 62.50% | +11.68% | +37.50% | -62.50% | 0.00% | 27:13 | 23:32 | 23:44 | 26:03 | 28:14 | 32:09 | 04:30 | 03:20 |
 | Chainmail | 8 | 11.59% | 35.5 | 62.50% | +11.68% | +37.50% | -12.50% | 0.00% | 30:16 | 26:47 | 27:57 | 28:52 | 31:54 | 33:53 | 03:57 | 02:55 |
 | Eul's Scepter of Divinity | 2 | 2.90% | 32.3 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 33:35 | 32:50 | 32:50 | 34:20 | 34:20 | 34:20 | 01:30 | 01:06 |
 | Lotus Orb | 2 | 2.90% | 29.0 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 28:23 | 26:29 | 26:29 | 30:16 | 30:16 | 30:16 | 03:47 | 02:48 |
 | Shiva's Guard | 2 | 2.90% | 25.8 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 33:53 | 28:37 | 28:37 | 39:08 | 39:08 | 39:08 | 10:31 | 07:47 |
 | Refresher Orb | 8 | 11.59% | 22.6 | 50.00% | -2.46% | -50.00% | +50.00% | 0.00% | 41:57 | 35:44 | 36:16 | 37:58 | 43:56 | 55:58 | 07:40 | 05:40 |
 | Aghanim's Scepter | 3 | 4.35% | 19.4 | 66.67% | +15.15% | +33.33% | 0.00% | 0.00% | 44:23 | 37:08 | 37:08 | 41:17 | 54:44 | 54:44 | 17:36 | 13:02 |
 | Linken's Sphere | 3 | 4.35% | 16.1 | 66.67% | +15.15% | -66.67% | 0.00% | 0.00% | 44:46 | 37:30 | 37:30 | 42:45 | 54:03 | 54:03 | 16:33 | 12:15 |
 | Aeon Disk | 1 | 1.45% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.45% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.90% | 6.5 | 50.00% | -2.24% | +50.00% | 0.00% | 0.00% | 04:25 | 02:02 | 02:02 | 06:47 | 06:47 | 06:47 | 04:45 | 03:31 |
 | Arcane Boots | 1 | 1.45% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |