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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 | |
 | Boots of Bearing | 19 | 20.43% | 100.0 | 84.21% | +46.37% | -24.21% | +15.79% | 4.76% | 35:01 | 25:16 | 29:36 | 35:08 | 38:00 | 48:35 | 08:24 | 06:13 |
 | Black King Bar | 8 | 8.60% | 97.3 | 87.50% | +43.97% | -37.50% | +12.50% | 0.00% | 41:32 | 26:07 | 40:31 | 42:18 | 44:40 | 49:53 | 04:09 | 03:04 |
 | Crown | 12 | 12.90% | 94.6 | 75.00% | +31.79% | +25.00% | +25.00% | 0.00% | 28:00 | 18:50 | 21:55 | 26:52 | 31:53 | 39:55 | 09:58 | 07:22 |
 | Solar Crest | 12 | 12.90% | 91.9 | 75.00% | +31.79% | +25.00% | +25.00% | 0.00% | 29:22 | 19:58 | 23:29 | 27:36 | 32:20 | 40:46 | 08:51 | 06:33 |
 | Void Stone | 37 | 39.78% | 89.2 | 59.46% | +20.17% | -15.02% | -3.90% | 1.85% | 18:54 | 11:03 | 15:02 | 17:31 | 21:03 | 41:13 | 06:01 | 04:27 |
 | Glimmer Cape | 34 | 36.56% | 86.5 | 58.82% | +18.14% | -3.26% | +16.18% | 2.14% | 28:55 | 15:17 | 23:54 | 27:06 | 32:59 | 44:54 | 09:05 | 06:43 |
 | Blink Dagger | 9 | 9.68% | 83.8 | 77.78% | +33.73% | -27.78% | +22.22% | 0.00% | 35:44 | 22:22 | 26:05 | 32:11 | 42:49 | 53:02 | 16:44 | 12:23 |
 | Pavise | 33 | 35.48% | 81.1 | 57.58% | +15.91% | -7.58% | -7.58% | 0.00% | 18:07 | 11:13 | 15:22 | 17:31 | 20:59 | 26:29 | 05:37 | 04:09 |
 | Chainmail | 13 | 13.98% | 78.4 | 69.23% | +25.48% | -2.56% | +30.77% | 3.27% | 25:37 | 17:39 | 19:13 | 25:50 | 29:24 | 39:41 | 10:11 | 07:32 |
 | Blight Stone | 13 | 13.98% | 75.7 | 69.23% | +25.48% | -2.56% | +30.77% | 3.41% | 25:56 | 18:50 | 19:37 | 25:51 | 29:24 | 39:41 | 09:47 | 07:14 |
 | Medallion of Courage | 13 | 13.98% | 73.0 | 69.23% | +25.48% | -2.56% | +30.77% | 3.53% | 26:08 | 19:13 | 19:58 | 25:51 | 29:24 | 39:41 | 09:26 | 06:59 |
 | Magic Stick | 91 | 97.85% | 70.3 | 48.35% | +48.35% | -9.22% | +3.82% | 4.86% | 03:04 | -01:29 | -01:20 | 02:25 | 04:01 | 15:19 | 05:21 | 03:57 |
 | Magic Wand | 84 | 90.32% | 67.6 | 48.81% | +15.48% | -1.19% | -1.19% | 0.00% | 09:42 | 01:53 | 06:07 | 09:52 | 11:56 | 29:08 | 05:49 | 04:18 |
 | Ring of Protection | 34 | 36.56% | 64.9 | 55.88% | +13.51% | +10.79% | +6.62% | -0.70% | 15:28 | 07:08 | 11:42 | 14:07 | 17:37 | 47:41 | 05:55 | 04:22 |
 | Force Staff | 52 | 55.91% | 62.2 | 51.92% | +10.46% | +9.62% | -5.77% | -1.71% | 27:15 | 16:58 | 21:53 | 26:22 | 30:53 | 49:07 | 09:00 | 06:40 |
 | Tranquil Boots | 88 | 94.62% | 59.5 | 47.73% | +7.73% | -2.28% | +2.27% | 1.34% | 12:31 | 05:46 | 08:52 | 10:21 | 12:15 | 43:29 | 03:23 | 02:30 |
 | Wind Lace | 93 | 100.00% | 56.8 | 47.31% | +47.31% | +4.86% | +4.86% | 0.00% | 09:47 | 02:43 | 06:37 | 08:28 | 10:40 | 43:13 | 04:03 | 03:00 |
 | Boots of Speed | 93 | 100.00% | 54.1 | 47.31% | +47.31% | +13.56% | +0.52% | -3.95% | 06:58 | 01:57 | 05:05 | 06:57 | 08:23 | 12:41 | 03:18 | 02:26 |
 | Fluffy Hat | 78 | 83.87% | 51.4 | 47.44% | +0.77% | -7.44% | -0.07% | 1.91% | 14:09 | 03:33 | 11:26 | 13:04 | 15:17 | 31:39 | 03:51 | 02:51 |
 | Drum of Endurance | 38 | 40.86% | 48.6 | 52.63% | +8.99% | -22.63% | +14.04% | 3.58% | 22:59 | 13:19 | 16:18 | 20:16 | 26:33 | 48:24 | 10:15 | 07:35 |
 | Aeon Disk | 3 | 3.23% | 45.9 | 100.00% | +54.44% | 0.00% | 0.00% | 0.00% | 42:55 | 35:03 | 35:03 | 43:41 | 50:00 | 50:00 | 14:57 | 11:04 |
 | Arcane Boots | 4 | 4.30% | 43.2 | 75.00% | +28.93% | +25.00% | +25.00% | 0.00% | 13:53 | 07:00 | 07:00 | 11:50 | 15:55 | 20:46 | 08:55 | 06:36 |
 | Ghost Scepter | 6 | 6.45% | 40.5 | 50.00% | +2.87% | 0.00% | -50.00% | 0.00% | 37:19 | 20:32 | 25:42 | 27:38 | 51:30 | 58:23 | 25:48 | 19:06 |
 | Eul's Scepter of Divinity | 3 | 3.23% | 37.8 | 66.67% | +20.00% | -66.67% | 0.00% | 0.00% | 25:55 | 23:17 | 23:17 | 24:57 | 29:31 | 29:31 | 06:14 | 04:37 |
 | Lotus Orb | 3 | 3.23% | 35.1 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 35:18 | 26:23 | 26:23 | 38:18 | 41:13 | 41:13 | 14:50 | 10:59 |
 | Ring of Health | 3 | 3.23% | 32.4 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 34:50 | 26:06 | 26:06 | 37:10 | 41:13 | 41:13 | 15:07 | 11:11 |
 | Aghanim's Blessing | 1 | 1.08% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.08% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.08% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.08% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.08% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Sange | 2 | 2.15% | 16.2 | 50.00% | +2.75% | +50.00% | 0.00% | 0.00% | 36:10 | 36:06 | 36:06 | 36:14 | 36:14 | 36:14 | 00:08 | 00:05 |
 | Wraith Band | 4 | 4.30% | 13.5 | 25.00% | -23.31% | +75.00% | -25.00% | 0.00% | 27:11 | 19:09 | 19:09 | 21:58 | 26:15 | 41:22 | 07:06 | 05:15 |
 | Buckler | 1 | 1.08% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.08% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.08% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 00:00 | 00:00 |
 | Bracer | 3 | 3.23% | 2.7 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 20:43 | 17:23 | 17:23 | 19:07 | 25:38 | 25:38 | 08:15 | 06:06 |