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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 | |
 | Aeon Disk | 7 | 12.73% | 100.0 | 100.00% | +39.58% | 0.00% | 0.00% | 0.00% | 43:48 | 32:32 | 36:55 | 41:54 | 48:29 | 56:03 | 11:34 | 08:34 |
 | Magic Wand | 40 | 72.73% | 97.1 | 72.50% | +25.83% | -12.50% | -12.50% | 0.00% | 06:37 | 01:17 | 03:39 | 06:28 | 08:41 | 19:12 | 05:02 | 03:43 |
 | Magic Stick | 44 | 80.00% | 94.3 | 70.45% | +25.00% | -15.90% | -15.90% | 0.00% | 05:16 | -01:29 | 01:48 | 04:44 | 08:13 | 12:51 | 06:25 | 04:45 |
 | Blink Dagger | 12 | 21.82% | 91.4 | 83.33% | +22.86% | +16.67% | -16.66% | -8.16% | 29:45 | 26:31 | 27:02 | 30:40 | 31:07 | 33:42 | 04:05 | 03:01 |
 | Black King Bar | 36 | 65.45% | 88.6 | 69.44% | +11.55% | +8.34% | +30.56% | 2.41% | 29:36 | 17:20 | 25:16 | 27:29 | 34:29 | 51:41 | 09:13 | 06:49 |
 | Urn of Shadows | 53 | 96.36% | 85.7 | 66.04% | +16.04% | -4.50% | +10.88% | 8.87% | 06:05 | 03:04 | 05:08 | 05:47 | 06:52 | 14:53 | 01:44 | 01:17 |
 | Ring of Protection | 53 | 96.36% | 82.9 | 66.04% | +16.04% | +3.19% | -4.50% | -3.63% | 05:07 | 01:52 | 03:50 | 04:49 | 05:57 | 14:53 | 02:07 | 01:34 |
 | Null Talisman | 55 | 100.00% | 80.0 | 65.45% | +65.45% | +5.98% | -8.31% | -14.29% | 02:18 | 00:11 | 01:38 | 01:59 | 02:35 | 05:03 | 00:57 | 00:42 |
 | Boots of Speed | 55 | 100.00% | 77.1 | 65.45% | +65.45% | -8.31% | +5.98% | 6.86% | 05:38 | 02:10 | 04:36 | 05:43 | 06:41 | 08:38 | 02:05 | 01:32 |
 | Hand of Midas | 45 | 81.82% | 74.3 | 64.44% | -5.56% | +8.29% | -0.80% | -2.34% | 17:05 | 10:07 | 15:11 | 17:34 | 19:04 | 25:00 | 03:53 | 02:52 |
 | Aghanim's Scepter | 37 | 67.27% | 71.4 | 64.86% | -1.81% | +24.03% | -20.42% | -5.00% | 29:38 | 19:17 | 24:09 | 28:39 | 33:02 | 47:54 | 08:53 | 06:34 |
 | Spirit Vessel | 41 | 74.55% | 68.6 | 63.41% | -8.02% | -13.41% | -3.41% | 5.04% | 13:05 | 10:00 | 12:03 | 12:56 | 14:02 | 17:47 | 01:59 | 01:28 |
 | Aether Lens | 4 | 7.27% | 65.7 | 100.00% | +37.25% | 0.00% | 0.00% | 0.00% | 51:13 | 35:25 | 35:25 | 48:44 | 57:42 | 1:03:02 | 22:17 | 16:30 |
 | Ring of Health | 12 | 21.82% | 62.9 | 66.67% | +1.55% | +33.33% | -33.34% | -7.42% | 40:56 | 27:21 | 34:00 | 38:27 | 42:59 | 1:03:50 | 08:59 | 06:39 |
 | Refresher Orb | 10 | 18.18% | 60.0 | 70.00% | +5.56% | +30.00% | +30.00% | 0.00% | 44:04 | 31:39 | 38:07 | 41:24 | 48:57 | 1:03:58 | 10:50 | 08:01 |
 | Void Stone | 17 | 30.91% | 57.1 | 58.82% | -9.60% | -8.82% | -8.82% | 0.00% | 34:55 | 16:56 | 27:21 | 37:37 | 41:09 | 46:15 | 13:48 | 10:13 |
 | Arcane Boots | 3 | 5.45% | 54.3 | 100.00% | +36.54% | 0.00% | 0.00% | 0.00% | 39:39 | 31:56 | 31:56 | 39:36 | 47:25 | 47:25 | 15:29 | 11:28 |
 | Octarine Core | 3 | 5.45% | 51.4 | 100.00% | +36.54% | 0.00% | 0.00% | 0.00% | 56:30 | 48:44 | 48:44 | 57:43 | 1:03:02 | 1:03:02 | 14:18 | 10:35 |
 | Shiva's Guard | 9 | 16.36% | 48.6 | 66.67% | +1.45% | +33.33% | +33.33% | 0.00% | 36:45 | 27:59 | 30:15 | 34:18 | 41:12 | 51:48 | 10:57 | 08:06 |
 | Chainmail | 9 | 16.36% | 45.7 | 66.67% | +1.45% | -16.67% | -16.67% | 0.00% | 15:54 | 10:23 | 10:37 | 16:29 | 18:07 | 21:39 | 07:30 | 05:33 |
 | Wind Lace | 12 | 21.82% | 42.9 | 58.33% | -9.11% | +8.34% | -25.00% | -3.16% | 14:08 | 07:06 | 07:50 | 13:06 | 18:23 | 22:16 | 10:33 | 07:48 |
 | Witch Blade | 6 | 10.91% | 40.0 | 66.67% | +1.36% | -16.67% | -66.67% | 0.00% | 15:00 | 11:01 | 11:22 | 13:03 | 17:49 | 21:37 | 06:27 | 04:46 |
 | Aghanim's Shard | 8 | 14.55% | 37.1 | 50.00% | -18.09% | +50.00% | +50.00% | 0.00% | 40:23 | 24:07 | 24:53 | 37:43 | 51:10 | 1:03:07 | 26:17 | 19:28 |
 | Scythe of Vyse | 6 | 10.91% | 34.3 | 50.00% | -17.35% | -50.00% | -50.00% | 0.00% | 41:27 | 32:30 | 34:54 | 41:09 | 44:50 | 52:16 | 09:56 | 07:21 |
 | Force Staff | 7 | 12.73% | 31.4 | 42.86% | -25.89% | +57.14% | -42.86% | 0.00% | 23:29 | 15:39 | 17:06 | 18:30 | 27:54 | 38:43 | 10:48 | 08:00 |
 | Fluffy Hat | 7 | 12.73% | 28.6 | 42.86% | -25.89% | +57.14% | -42.86% | 0.00% | 22:55 | 15:17 | 16:44 | 17:31 | 26:59 | 38:43 | 10:15 | 07:35 |
 | Sange | 1 | 1.82% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.82% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.82% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 3.64% | 17.1 | 50.00% | -16.04% | -50.00% | 0.00% | 0.00% | 38:41 | 38:30 | 38:30 | 38:51 | 38:51 | 38:51 | 00:21 | 00:15 |
 | Medallion of Courage | 2 | 3.64% | 14.3 | 50.00% | -16.04% | -50.00% | 0.00% | 0.00% | 19:34 | 17:29 | 17:29 | 21:39 | 21:39 | 21:39 | 04:10 | 03:05 |
 | Solar Crest | 2 | 3.64% | 11.4 | 50.00% | -16.04% | -50.00% | 0.00% | 0.00% | 22:57 | 22:03 | 22:03 | 23:50 | 23:50 | 23:50 | 01:47 | 01:19 |
 | Blight Stone | 2 | 3.64% | 8.6 | 50.00% | -16.04% | -50.00% | 0.00% | 0.00% | 19:34 | 17:29 | 17:29 | 21:39 | 21:39 | 21:39 | 04:10 | 03:05 |
 | Crown | 2 | 3.64% | 5.7 | 50.00% | -16.04% | -50.00% | 0.00% | 0.00% | 19:54 | 18:09 | 18:09 | 21:39 | 21:39 | 21:39 | 03:30 | 02:35 |
 | Eul's Scepter of Divinity | 3 | 5.45% | 2.9 | 33.33% | -33.98% | +66.67% | 0.00% | 0.00% | 21:43 | 18:45 | 18:45 | 21:07 | 25:18 | 25:18 | 06:33 | 04:51 |