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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 | |
 | Ring of Health | 7 | 29.17% | 100.0 | 85.71% | +62.18% | -35.71% | +14.29% | 11.54% | 40:18 | 31:50 | 36:29 | 40:11 | 40:49 | 49:48 | 04:20 | 03:12 |
 | Refresher Orb | 7 | 29.17% | 97.1 | 85.71% | +62.18% | -35.71% | +14.29% | 6.56% | 43:02 | 32:48 | 37:46 | 45:02 | 45:23 | 49:58 | 07:37 | 05:38 |
 | Octarine Core | 6 | 25.00% | 94.1 | 83.33% | +55.55% | -33.33% | +16.67% | 3.78% | 36:21 | 23:02 | 26:56 | 33:43 | 40:10 | 58:03 | 13:14 | 09:48 |
 | Aether Lens | 15 | 62.50% | 91.2 | 60.00% | +48.89% | +15.00% | +40.00% | 2.11% | 27:54 | 13:02 | 18:10 | 26:55 | 30:01 | 53:56 | 11:51 | 08:46 |
 | Aghanim's Scepter | 17 | 70.83% | 88.2 | 52.94% | +38.65% | -2.94% | -27.94% | -4.40% | 27:54 | 18:41 | 24:37 | 26:52 | 30:18 | 38:13 | 05:41 | 04:12 |
 | Void Stone | 17 | 70.83% | 85.3 | 52.94% | +38.65% | +22.06% | +22.06% | 0.00% | 27:06 | 11:03 | 17:54 | 26:34 | 31:04 | 45:13 | 13:10 | 09:45 |
 | Aghanim's Shard | 23 | 95.83% | 82.4 | 43.48% | +43.48% | -10.15% | +6.52% | 4.00% | 17:54 | 15:01 | 15:16 | 17:03 | 19:26 | 29:33 | 04:10 | 03:05 |
 | Arcane Boots | 24 | 100.00% | 79.4 | 41.67% | +41.67% | -25.00% | +8.33% | 11.56% | 08:29 | 04:55 | 06:14 | 07:23 | 09:07 | 16:22 | 02:53 | 02:08 |
 | Boots of Speed | 24 | 100.00% | 76.5 | 41.67% | +41.67% | -8.34% | -25.00% | -12.65% | 05:06 | 03:00 | 03:44 | 04:26 | 05:03 | 11:18 | 01:19 | 00:58 |
 | Ghost Scepter | 4 | 16.67% | 73.5 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 32:45 | 26:16 | 26:16 | 29:05 | 35:30 | 40:08 | 09:14 | 06:50 |
 | Ethereal Blade | 4 | 16.67% | 70.6 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 38:39 | 27:59 | 27:59 | 32:15 | 37:26 | 56:56 | 09:27 | 07:00 |
 | Aghanim's Blessing | 2 | 8.33% | 67.6 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 50:55 | 48:37 | 48:37 | 53:13 | 53:13 | 53:13 | 04:36 | 03:24 |
 | Magic Stick | 15 | 62.50% | 64.7 | 40.00% | -4.44% | +35.00% | +10.00% | -20.55% | 02:56 | -01:29 | 01:38 | 02:13 | 02:51 | 10:28 | 01:13 | 00:54 |
 | Kaya | 19 | 79.17% | 61.8 | 36.84% | -23.16% | -16.84% | +3.16% | 9.60% | 17:01 | 08:58 | 11:26 | 12:37 | 13:31 | 55:54 | 02:05 | 01:32 |
 | Magic Wand | 14 | 58.33% | 58.8 | 35.71% | -14.29% | -10.71% | -2.38% | 1.76% | 07:17 | 02:29 | 04:04 | 06:09 | 08:48 | 20:16 | 04:44 | 03:30 |
 | Aeon Disk | 3 | 12.50% | 55.9 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 40:08 | 34:15 | 34:15 | 38:08 | 48:01 | 48:01 | 13:46 | 10:11 |
 | Fluffy Hat | 3 | 12.50% | 52.9 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 17:49 | 16:47 | 16:47 | 18:12 | 18:27 | 18:27 | 01:40 | 01:14 |
 | Bottle | 16 | 66.67% | 50.0 | 31.25% | -31.25% | -31.25% | -31.25% | 0.00% | 01:28 | 00:29 | 01:14 | 01:21 | 01:40 | 02:33 | 00:26 | 00:19 |
 | Null Talisman | 13 | 54.17% | 47.1 | 30.77% | -23.78% | +2.56% | -30.77% | -22.47% | 04:05 | -01:29 | 02:55 | 03:20 | 04:24 | 08:35 | 01:29 | 01:05 |
 | Overwhelming Blink | 1 | 4.17% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.17% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.17% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Kaya and Sange | 11 | 45.83% | 35.3 | 27.27% | -26.58% | +39.40% | -27.27% | -14.71% | 19:13 | 11:59 | 15:17 | 17:27 | 19:49 | 36:53 | 04:32 | 03:21 |
 | Sange | 11 | 45.83% | 32.4 | 27.27% | -26.58% | +39.40% | -27.27% | -17.02% | 19:08 | 11:59 | 15:17 | 17:27 | 19:12 | 36:47 | 03:55 | 02:54 |
 | Blink Dagger | 5 | 20.83% | 29.4 | 40.00% | -2.11% | -40.00% | +60.00% | 29.13% | 27:21 | 22:16 | 22:16 | 25:28 | 25:42 | 40:08 | 03:26 | 02:32 |
 | Wind Lace | 2 | 8.33% | 26.5 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 19:56 | 19:00 | 19:00 | 20:51 | 20:51 | 20:51 | 01:51 | 01:22 |
 | Glimmer Cape | 2 | 8.33% | 23.5 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 32:33 | 30:41 | 30:41 | 34:25 | 34:25 | 34:25 | 03:44 | 02:45 |
 | Force Staff | 2 | 8.33% | 20.6 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 22:24 | 19:38 | 19:38 | 25:10 | 25:10 | 25:10 | 05:32 | 04:05 |
 | Ring of Basilius | 3 | 12.50% | 17.6 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 03:11 | -01:28 | -01:28 | 03:49 | 07:13 | 07:13 | 08:41 | 06:25 |
 | Veil of Discord | 1 | 4.17% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.17% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 00:00 | 00:00 |
 | Crown | 1 | 4.17% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.17% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Headdress | 1 | 4.17% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |