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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 | |
 | Void Stone | 41 | 47.67% | 100.0 | 58.54% | +22.98% | -18.54% | +11.46% | 1.22% | 25:18 | 08:33 | 12:34 | 26:55 | 37:04 | 50:03 | 24:30 | 18:08 |
 | Aether Lens | 7 | 8.14% | 97.5 | 85.71% | +42.67% | +14.29% | +14.29% | 0.00% | 39:12 | 28:36 | 37:38 | 38:50 | 40:42 | 45:42 | 03:04 | 02:16 |
 | Aghanim's Scepter | 65 | 75.58% | 95.0 | 53.85% | +30.04% | -10.10% | +14.90% | 4.44% | 24:06 | 16:14 | 20:27 | 24:15 | 26:05 | 36:31 | 05:38 | 04:10 |
 | Chainmail | 59 | 68.60% | 92.5 | 50.85% | +13.81% | +9.15% | +2.48% | -1.53% | 10:16 | 03:38 | 08:01 | 10:03 | 12:22 | 22:08 | 04:21 | 03:13 |
 | Witch Blade | 41 | 47.67% | 90.0 | 53.66% | +13.66% | +6.34% | -33.66% | -18.46% | 13:55 | 10:55 | 12:37 | 13:51 | 14:47 | 18:04 | 02:10 | 01:36 |
 | Magic Stick | 83 | 96.51% | 87.5 | 48.19% | +48.19% | -10.09% | +4.19% | 5.26% | 03:43 | -01:29 | 02:14 | 02:26 | 04:57 | 12:54 | 02:43 | 02:00 |
 | Kaya and Sange | 48 | 55.81% | 85.0 | 52.08% | +12.61% | -18.75% | +6.25% | 2.44% | 25:38 | 15:00 | 19:34 | 24:36 | 29:48 | 47:38 | 10:14 | 07:34 |
 | Aghanim's Shard | 48 | 55.81% | 82.5 | 52.08% | +12.61% | +14.59% | -2.08% | -2.74% | 29:24 | 18:15 | 26:05 | 28:41 | 32:10 | 51:29 | 06:05 | 04:30 |
 | Sange | 48 | 55.81% | 80.0 | 52.08% | +12.61% | -18.75% | +6.25% | 2.57% | 24:47 | 14:33 | 18:53 | 23:21 | 28:37 | 47:38 | 09:44 | 07:12 |
 | Magic Wand | 79 | 91.86% | 77.5 | 48.10% | +19.53% | -8.10% | +6.90% | 6.62% | 06:08 | 02:41 | 04:47 | 05:50 | 07:03 | 12:55 | 02:16 | 01:40 |
 | Quelling Blade | 86 | 100.00% | 75.0 | 46.51% | +46.51% | -10.15% | +5.87% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 86 | 100.00% | 72.5 | 46.51% | +46.51% | -10.15% | -13.18% | -1.64% | 04:57 | 01:19 | 04:10 | 04:51 | 06:01 | 07:54 | 01:51 | 01:22 |
 | Bottle | 86 | 100.00% | 70.0 | 46.51% | +46.51% | +3.49% | +1.11% | -2.38% | 01:32 | 00:43 | 01:20 | 01:32 | 01:39 | 03:45 | 00:19 | 00:14 |
 | Black King Bar | 16 | 18.60% | 67.5 | 62.50% | +19.64% | +37.50% | +12.50% | -1.61% | 40:08 | 27:38 | 31:37 | 36:04 | 47:08 | 1:04:55 | 15:31 | 11:29 |
 | Aeon Disk | 12 | 13.95% | 65.0 | 66.67% | +23.43% | 0.00% | 0.00% | 0.00% | 43:08 | 32:12 | 37:08 | 40:25 | 49:22 | 56:23 | 12:14 | 09:03 |
 | Kaya | 71 | 82.56% | 62.5 | 46.48% | -0.19% | +3.52% | -2.04% | -0.45% | 22:20 | 10:27 | 15:15 | 22:39 | 27:37 | 44:35 | 12:22 | 09:09 |
 | Phase Boots | 28 | 32.56% | 60.0 | 53.57% | +10.47% | +3.57% | +3.57% | 0.00% | 08:45 | 06:44 | 07:51 | 08:16 | 09:29 | 11:25 | 01:38 | 01:12 |
 | Eul's Scepter of Divinity | 24 | 27.91% | 57.5 | 54.17% | +10.62% | -20.84% | -4.17% | 2.60% | 19:01 | 12:13 | 13:27 | 16:17 | 19:51 | 34:12 | 06:24 | 04:44 |
 | Null Talisman | 62 | 72.09% | 55.0 | 43.55% | -10.62% | +6.45% | +9.78% | 2.04% | 04:35 | -00:49 | 03:39 | 04:14 | 05:17 | 09:09 | 01:38 | 01:12 |
 | Linken's Sphere | 11 | 12.79% | 52.5 | 63.64% | +19.64% | +3.03% | -30.31% | 0.00% | 38:33 | 30:05 | 35:31 | 37:15 | 40:04 | 50:17 | 04:33 | 03:22 |
 | Wind Lace | 26 | 30.23% | 50.0 | 50.00% | +5.00% | -7.14% | 0.00% | 0.47% | 16:08 | 04:48 | 08:34 | 14:37 | 23:42 | 33:53 | 15:08 | 11:12 |
 | Ring of Health | 14 | 16.28% | 47.5 | 57.14% | +12.70% | -7.14% | -23.81% | -2.55% | 39:04 | 27:56 | 34:41 | 36:26 | 41:13 | 58:06 | 06:32 | 04:50 |
 | Octarine Core | 5 | 5.81% | 45.0 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 41:27 | 37:38 | 37:38 | 39:00 | 45:47 | 45:59 | 08:09 | 06:02 |
 | Power Treads | 17 | 19.77% | 42.5 | 52.94% | +8.01% | +47.06% | -27.94% | -33.83% | 08:13 | 05:51 | 06:54 | 08:18 | 09:07 | 10:32 | 02:13 | 01:38 |
 | Dagon | 2 | 2.33% | 40.0 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 35:05 | 23:39 | 23:39 | 46:31 | 46:31 | 46:31 | 22:52 | 16:56 |
 | Aghanim's Blessing | 2 | 2.33% | 37.5 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 51:21 | 46:21 | 46:21 | 56:21 | 56:21 | 56:21 | 10:00 | 07:24 |
 | Shiva's Guard | 2 | 2.33% | 35.0 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 54:18 | 48:16 | 48:16 | 60:20 | 60:20 | 60:20 | 12:04 | 08:56 |
 | Crown | 2 | 2.33% | 32.5 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 33:24 | 20:16 | 20:16 | 46:31 | 46:31 | 46:31 | 26:15 | 19:26 |
 | Ghost Scepter | 11 | 12.79% | 30.0 | 45.45% | -1.22% | +54.55% | -45.45% | 0.00% | 24:42 | 13:47 | 18:01 | 22:40 | 27:31 | 41:32 | 09:30 | 07:02 |
 | Ethereal Blade | 10 | 11.63% | 27.5 | 40.00% | -7.37% | +60.00% | -40.00% | 0.00% | 25:38 | 16:23 | 18:22 | 22:21 | 29:00 | 42:48 | 10:38 | 07:52 |
 | Blink Dagger | 1 | 1.16% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.16% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.16% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.16% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.16% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:13 | 53:13 | 53:13 | 53:13 | 53:13 | 53:13 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 2.33% | 12.5 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 51:26 | 44:45 | 44:45 | 58:07 | 58:07 | 58:07 | 13:22 | 09:54 |
 | Scythe of Vyse | 2 | 2.33% | 10.0 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 45:45 | 40:17 | 40:17 | 51:13 | 51:13 | 51:13 | 10:56 | 08:05 |
 | Spirit Vessel | 1 | 1.16% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.16% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.16% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 00:00 | 00:00 |