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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 | |
 | Aether Lens | 7 | 8.43% | 100.0 | 85.71% | +50.18% | +14.29% | -35.71% | -3.92% | 40:27 | 32:15 | 34:32 | 35:33 | 47:17 | 49:33 | 12:45 | 09:26 |
 | Kaya | 32 | 38.55% | 97.6 | 56.25% | +26.84% | -6.25% | -18.75% | -1.44% | 26:11 | 13:17 | 21:43 | 26:11 | 30:25 | 41:34 | 08:42 | 06:26 |
 | Octarine Core | 6 | 7.23% | 95.1 | 83.33% | +46.97% | +16.67% | -83.33% | 0.00% | 39:12 | 32:27 | 34:32 | 35:33 | 47:17 | 49:34 | 12:45 | 09:26 |
 | Sange | 30 | 36.14% | 92.7 | 53.33% | +21.25% | -15.83% | -39.04% | -2.38% | 25:52 | 11:58 | 20:02 | 25:48 | 29:46 | 40:25 | 09:44 | 07:12 |
 | Kaya and Sange | 28 | 33.73% | 90.2 | 53.57% | +20.84% | -10.71% | -25.00% | -1.47% | 27:45 | 17:01 | 21:38 | 28:17 | 31:23 | 41:40 | 09:45 | 07:13 |
 | Chainmail | 48 | 57.83% | 87.8 | 47.92% | +19.35% | -6.25% | +2.08% | 4.35% | 08:21 | 05:02 | 07:09 | 07:55 | 09:04 | 17:07 | 01:55 | 01:25 |
 | Phase Boots | 48 | 57.83% | 85.4 | 47.92% | +19.35% | -6.25% | -6.25% | 0.00% | 09:03 | 06:05 | 07:50 | 09:00 | 10:02 | 17:29 | 02:12 | 01:37 |
 | Magic Stick | 71 | 85.54% | 82.9 | 43.66% | +26.99% | -4.77% | +6.34% | 3.09% | 04:41 | -01:29 | 02:34 | 04:06 | 06:10 | 15:49 | 03:36 | 02:40 |
 | Void Stone | 63 | 75.90% | 80.5 | 42.86% | +12.86% | +7.14% | +7.14% | 0.00% | 15:21 | 09:14 | 11:37 | 13:15 | 15:34 | 48:48 | 03:57 | 02:55 |
 | Aghanim's Shard | 16 | 19.28% | 78.0 | 56.25% | +20.43% | +18.75% | -6.25% | -10.07% | 27:51 | 20:10 | 26:00 | 26:48 | 28:29 | 39:48 | 02:29 | 01:50 |
 | Boots of Speed | 83 | 100.00% | 75.6 | 39.76% | +39.76% | +7.86% | +7.86% | 0.00% | 04:55 | -01:29 | 04:10 | 04:54 | 05:51 | 08:02 | 01:41 | 01:14 |
 | Aghanim's Scepter | 63 | 75.90% | 73.2 | 41.27% | +6.27% | +8.73% | +2.48% | -1.19% | 23:27 | 14:59 | 20:34 | 24:08 | 25:50 | 31:46 | 05:16 | 03:54 |
 | Quelling Blade | 82 | 98.80% | 70.7 | 39.02% | -60.98% | +8.60% | +5.98% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:48 | 00:00 | 00:00 |
 | Magic Wand | 64 | 77.11% | 68.3 | 40.63% | +3.79% | +3.12% | -3.13% | -1.82% | 07:11 | 01:13 | 04:59 | 06:07 | 08:25 | 28:03 | 03:26 | 02:32 |
 | Null Talisman | 67 | 80.72% | 65.9 | 40.30% | +2.80% | -5.01% | +0.88% | 3.30% | 04:30 | 02:19 | 03:19 | 04:05 | 05:06 | 10:42 | 01:47 | 01:19 |
 | Bottle | 80 | 96.39% | 63.4 | 38.75% | -27.92% | -3.75% | -23.75% | -20.00% | 01:52 | 00:50 | 01:32 | 01:46 | 02:05 | 07:17 | 00:33 | 00:24 |
 | Eul's Scepter of Divinity | 59 | 71.08% | 61.0 | 38.98% | -2.69% | +1.02% | +1.02% | 0.00% | 15:40 | 09:43 | 13:31 | 15:20 | 16:39 | 26:41 | 03:08 | 02:19 |
 | Wind Lace | 59 | 71.08% | 58.5 | 38.98% | -2.69% | -12.31% | +1.02% | 2.49% | 11:41 | 04:26 | 08:49 | 11:08 | 14:10 | 25:56 | 05:21 | 03:57 |
 | Scythe of Vyse | 2 | 2.41% | 56.1 | 100.00% | +61.73% | 0.00% | 0.00% | 0.00% | 35:08 | 34:12 | 34:12 | 36:04 | 36:04 | 36:04 | 01:52 | 01:22 |
 | Black King Bar | 13 | 15.66% | 53.7 | 38.46% | -1.54% | +61.54% | -38.46% | -11.05% | 30:03 | 23:22 | 24:37 | 30:26 | 33:40 | 41:22 | 09:03 | 06:42 |
 | Aeon Disk | 6 | 7.23% | 51.2 | 50.00% | +11.04% | -50.00% | +50.00% | 0.00% | 36:23 | 27:08 | 31:55 | 34:26 | 39:42 | 46:43 | 07:47 | 05:45 |
 | Dagon (level 2) | 1 | 1.20% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.20% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Crown | 1 | 1.20% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 00:00 | 00:00 |
 | Dagon | 1 | 1.20% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.20% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 2.41% | 36.6 | 50.00% | +10.49% | +50.00% | 0.00% | 0.00% | 33:31 | 32:58 | 32:58 | 34:04 | 34:04 | 34:04 | 01:06 | 00:48 |
 | Desolator | 2 | 2.41% | 34.1 | 50.00% | +10.49% | +50.00% | 0.00% | 0.00% | 44:45 | 29:45 | 29:45 | 59:45 | 59:45 | 59:45 | 30:00 | 22:13 |
 | Ring of Health | 2 | 2.41% | 31.7 | 50.00% | +10.49% | +50.00% | 0.00% | 0.00% | 32:32 | 31:45 | 31:45 | 33:19 | 33:19 | 33:19 | 01:34 | 01:09 |
 | Orchid Malevolence | 2 | 2.41% | 29.3 | 50.00% | +10.49% | -50.00% | 0.00% | 0.00% | 16:01 | 14:44 | 14:44 | 17:17 | 17:17 | 17:17 | 02:33 | 01:53 |
 | Blight Stone | 3 | 3.61% | 26.8 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 29:20 | -01:29 | -01:29 | 29:45 | 59:45 | 59:45 | 1:01:14 | 45:21 |
 | Shiva's Guard | 5 | 6.02% | 24.4 | 20.00% | -21.03% | -20.00% | -20.00% | 0.00% | 39:23 | 33:21 | 33:21 | 40:14 | 42:15 | 42:32 | 08:54 | 06:35 |
 | Power Treads | 5 | 6.02% | 22.0 | 20.00% | -21.03% | -20.00% | -20.00% | 0.00% | 10:09 | 08:09 | 08:09 | 09:42 | 11:42 | 12:58 | 03:33 | 02:37 |
 | Urn of Shadows | 6 | 7.23% | 19.5 | 16.67% | -24.89% | +33.33% | -16.67% | 0.00% | 06:17 | 03:11 | 03:44 | 04:41 | 08:20 | 11:09 | 04:36 | 03:24 |
 | Ring of Protection | 6 | 7.23% | 17.1 | 16.67% | -24.89% | +33.33% | -16.67% | 0.00% | 04:57 | 00:24 | 01:53 | 03:13 | 08:20 | 09:42 | 06:27 | 04:46 |
 | Arcane Boots | 2 | 2.41% | 14.6 | 0.00% | -40.74% | 0.00% | 0.00% | 0.00% | 32:45 | 27:05 | 27:05 | 38:24 | 38:24 | 38:24 | 11:19 | 08:22 |
 | Divine Rapier | 1 | 1.20% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 2.41% | 9.8 | 0.00% | -40.74% | 0.00% | 0.00% | 0.00% | 15:40 | 15:37 | 15:37 | 15:43 | 15:43 | 15:43 | 00:06 | 00:04 |
 | Aghanim's Blessing | 1 | 1.20% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.20% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.20% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:05 | 03:05 | 03:05 | 03:05 | 03:05 | 03:05 | 00:00 | 00:00 |