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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 | |
 | Aghanim's Shard | 20 | 40.82% | 100.0 | 70.00% | +42.41% | +10.00% | +10.00% | 0.00% | 29:41 | 18:13 | 20:50 | 27:31 | 36:44 | 50:27 | 15:54 | 11:46 |
 | Aghanim's Scepter | 10 | 20.41% | 97.1 | 80.00% | +44.10% | +20.00% | +20.00% | 0.00% | 33:59 | 24:20 | 27:02 | 33:15 | 34:57 | 52:26 | 07:55 | 05:51 |
 | Refresher Orb | 8 | 16.33% | 94.1 | 75.00% | +35.98% | +25.00% | -75.00% | -12.02% | 44:07 | 32:16 | 39:23 | 44:44 | 47:42 | 51:54 | 08:19 | 06:09 |
 | Black King Bar | 36 | 73.47% | 91.2 | 52.78% | +29.70% | +13.89% | -8.34% | -4.43% | 24:53 | 18:05 | 21:50 | 25:02 | 26:51 | 34:53 | 05:01 | 03:42 |
 | Void Stone | 21 | 42.86% | 88.2 | 57.14% | +21.43% | +2.86% | +2.86% | 0.00% | 33:01 | 17:14 | 31:23 | 33:47 | 36:30 | 45:10 | 05:07 | 03:47 |
 | Boots of Speed | 49 | 100.00% | 85.3 | 44.90% | +44.90% | -3.23% | +5.10% | 3.57% | 05:49 | 02:39 | 04:41 | 05:30 | 07:01 | 08:52 | 02:20 | 01:43 |
 | Null Talisman | 49 | 100.00% | 82.4 | 44.90% | +44.90% | -3.23% | +13.43% | 11.90% | 02:49 | 00:04 | 01:16 | 02:02 | 02:40 | 18:06 | 01:24 | 01:02 |
 | Magic Wand | 28 | 57.14% | 79.4 | 50.00% | +11.90% | -7.14% | -7.14% | 0.00% | 04:52 | 01:40 | 02:25 | 03:15 | 05:43 | 14:29 | 03:18 | 02:26 |
 | Octarine Core | 5 | 10.20% | 76.5 | 80.00% | +39.09% | +20.00% | +20.00% | 0.00% | 34:19 | 26:22 | 26:22 | 37:03 | 37:14 | 40:49 | 10:52 | 08:02 |
 | Aether Lens | 5 | 10.20% | 73.5 | 80.00% | +39.09% | +20.00% | +20.00% | 0.00% | 33:34 | 24:24 | 24:24 | 35:14 | 37:13 | 40:49 | 12:49 | 09:29 |
 | Magic Stick | 35 | 71.43% | 70.6 | 45.71% | +2.85% | +9.85% | -1.27% | -9.27% | 02:16 | -01:29 | 01:05 | 01:40 | 02:17 | 10:40 | 01:12 | 00:53 |
 | Ring of Health | 12 | 24.49% | 67.6 | 58.33% | +17.79% | +8.34% | +8.34% | 0.00% | 40:08 | 31:53 | 33:07 | 39:11 | 44:31 | 51:07 | 11:24 | 08:26 |
 | Urn of Shadows | 43 | 87.76% | 64.7 | 41.86% | -24.81% | +3.59% | -14.59% | -10.59% | 05:12 | 03:37 | 04:17 | 05:09 | 06:00 | 07:14 | 01:43 | 01:16 |
 | Ring of Protection | 43 | 87.76% | 61.8 | 41.86% | -24.81% | -14.59% | -5.50% | 6.27% | 03:54 | 01:16 | 03:11 | 03:43 | 04:38 | 06:29 | 01:27 | 01:04 |
 | Hand of Midas | 41 | 83.67% | 58.8 | 41.46% | -21.04% | +8.54% | -21.46% | -4.71% | 15:43 | 07:35 | 12:34 | 17:19 | 18:56 | 22:43 | 06:22 | 04:42 |
 | Spirit Vessel | 32 | 65.31% | 55.9 | 43.75% | -3.31% | +18.75% | -31.25% | -22.06% | 12:43 | 09:09 | 10:53 | 12:08 | 13:09 | 25:02 | 02:16 | 01:40 |
 | Blink Dagger | 16 | 32.65% | 52.9 | 50.00% | +7.58% | +25.00% | -50.00% | -5.31% | 26:20 | 13:15 | 17:37 | 27:46 | 31:45 | 43:34 | 14:08 | 10:28 |
 | Aghanim's Blessing | 2 | 4.08% | 50.0 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 50:11 | 47:42 | 47:42 | 52:40 | 52:40 | 52:40 | 04:58 | 03:40 |
 | Scythe of Vyse | 10 | 20.41% | 47.1 | 50.00% | +6.41% | +50.00% | -50.00% | -25.53% | 36:18 | 31:37 | 32:35 | 34:45 | 36:30 | 45:12 | 03:55 | 02:54 |
 | Chainmail | 6 | 12.24% | 44.1 | 50.00% | +5.81% | 0.00% | -50.00% | 0.00% | 13:13 | 10:01 | 10:41 | 12:05 | 16:08 | 17:17 | 05:27 | 04:02 |
 | Shiva's Guard | 6 | 12.24% | 41.2 | 50.00% | +5.81% | 0.00% | -50.00% | 0.00% | 33:56 | 29:33 | 29:54 | 31:38 | 38:35 | 42:12 | 08:41 | 06:25 |
 | Wind Lace | 6 | 12.24% | 38.2 | 50.00% | +5.81% | 0.00% | +50.00% | 0.00% | 11:45 | 06:06 | 07:29 | 11:15 | 14:50 | 16:32 | 07:21 | 05:26 |
 | Fluffy Hat | 1 | 2.04% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 |
 | Crown | 1 | 2.04% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.04% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:36 | 48:36 | 48:36 | 48:36 | 48:36 | 48:36 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.04% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:05 | 13:05 | 13:05 | 13:05 | 13:05 | 13:05 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.04% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.04% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.04% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:05 | 13:05 | 13:05 | 13:05 | 13:05 | 13:05 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.04% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 |
 | Witch Blade | 5 | 10.20% | 11.8 | 40.00% | -5.45% | -40.00% | -40.00% | 0.00% | 15:11 | 12:27 | 12:27 | 12:49 | 16:27 | 21:40 | 04:00 | 02:57 |
 | Orchid Malevolence | 2 | 4.08% | 8.8 | 0.00% | -46.81% | 0.00% | 0.00% | 0.00% | 18:10 | 17:31 | 17:31 | 18:48 | 18:48 | 18:48 | 01:17 | 00:57 |
 | Drum of Endurance | 1 | 2.04% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |
 | Linken's Sphere | 4 | 8.16% | 2.9 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 39:06 | 33:18 | 33:18 | 39:07 | 39:46 | 44:14 | 06:28 | 04:47 |