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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 | 20 | 17.09% | 100.0 | 100.00% | +50.52% | 0.00% | 0.00% | 0.00% | 34:54 | 23:08 | 28:51 | 34:23 | 37:57 | 47:44 | 09:06 | 06:44 |
 | Octarine Core | 32 | 27.35% | 98.0 | 90.63% | +44.75% | +9.37% | -15.63% | -5.02% | 36:27 | 26:33 | 33:58 | 35:01 | 38:57 | 51:30 | 04:59 | 03:41 |
 | Void Stone | 44 | 37.61% | 96.1 | 84.09% | +41.62% | -11.36% | -11.36% | 0.00% | 32:37 | 12:07 | 28:13 | 33:59 | 35:46 | 47:44 | 07:33 | 05:35 |
 | Linken's Sphere | 39 | 33.33% | 94.1 | 79.49% | +32.05% | +0.51% | -9.49% | -1.00% | 33:54 | 21:11 | 28:46 | 31:57 | 38:47 | 53:37 | 10:01 | 07:25 |
 | Aghanim's Shard | 42 | 35.90% | 92.2 | 78.57% | +31.90% | -14.93% | +11.43% | 1.91% | 36:48 | 17:36 | 30:06 | 39:01 | 43:53 | 52:57 | 13:47 | 10:12 |
 | Cornucopia | 49 | 41.88% | 90.2 | 71.43% | +22.90% | -4.76% | -21.43% | -0.89% | 30:31 | 10:37 | 19:02 | 29:27 | 37:48 | 55:54 | 18:46 | 13:54 |
 | Scythe of Vyse | 20 | 17.09% | 88.2 | 80.00% | +26.39% | 0.00% | +20.00% | 2.23% | 42:50 | 29:41 | 38:37 | 43:57 | 47:35 | 54:53 | 08:58 | 06:38 |
 | Aghanim's Scepter | 89 | 76.07% | 86.3 | 62.92% | +20.06% | +5.26% | -12.92% | -3.00% | 25:09 | 14:41 | 21:32 | 24:07 | 27:36 | 1:01:08 | 06:04 | 04:29 |
 | Falcon Blade | 55 | 47.01% | 84.3 | 63.64% | +10.41% | +0.65% | +0.65% | 0.00% | 06:44 | 02:58 | 05:35 | 06:19 | 07:20 | 11:12 | 01:45 | 01:17 |
 | Fluffy Hat | 55 | 47.01% | 82.4 | 63.64% | +10.41% | +0.65% | +7.79% | 3.13% | 05:47 | 01:22 | 04:20 | 05:28 | 06:37 | 10:42 | 02:17 | 01:41 |
 | Shiva's Guard | 29 | 24.79% | 80.4 | 68.97% | +14.42% | +16.74% | -11.83% | -4.13% | 35:48 | 21:21 | 31:35 | 34:55 | 38:30 | 49:29 | 06:55 | 05:07 |
 | Power Treads | 117 | 100.00% | 78.4 | 58.12% | +58.12% | +14.29% | -9.84% | -8.94% | 08:48 | 05:04 | 07:15 | 08:25 | 09:57 | 19:55 | 02:42 | 02:00 |
 | Boots of Speed | 117 | 100.00% | 76.5 | 58.12% | +58.12% | +10.85% | -9.84% | -12.67% | 06:39 | 03:41 | 05:46 | 06:40 | 07:24 | 10:31 | 01:38 | 01:12 |
 | Sange | 91 | 77.78% | 74.5 | 59.34% | +5.49% | +27.62% | -11.51% | -4.75% | 22:24 | 12:41 | 17:28 | 20:07 | 25:42 | 40:27 | 08:14 | 06:05 |
 | Magic Wand | 112 | 95.73% | 72.5 | 58.04% | -1.96% | +13.39% | +2.67% | -3.55% | 05:17 | -01:29 | 03:34 | 05:08 | 06:35 | 17:00 | 03:01 | 02:14 |
 | Kaya and Sange | 90 | 76.92% | 70.6 | 58.89% | +3.33% | +23.72% | -8.89% | -3.79% | 22:50 | 12:41 | 18:09 | 20:52 | 26:45 | 40:38 | 08:36 | 06:22 |
 | Bottle | 115 | 98.29% | 68.6 | 57.39% | -42.61% | +8.13% | -9.11% | -17.24% | 01:39 | -00:33 | 01:14 | 01:27 | 01:40 | 08:32 | 00:26 | 00:19 |
 | Kaya | 102 | 87.18% | 66.7 | 57.84% | -2.16% | +7.54% | -9.84% | -3.28% | 17:24 | 09:41 | 13:41 | 15:11 | 18:59 | 35:26 | 05:18 | 03:55 |
 | Magic Stick | 112 | 95.73% | 64.7 | 56.25% | -43.75% | +11.61% | -6.25% | -9.48% | 03:26 | -01:29 | 02:13 | 02:34 | 04:06 | 15:35 | 01:53 | 01:23 |
 | Black King Bar | 38 | 32.48% | 62.7 | 60.53% | +3.57% | +9.47% | +6.14% | -0.38% | 31:21 | 16:58 | 25:46 | 29:01 | 34:28 | 57:50 | 08:42 | 06:26 |
 | Chainmail | 44 | 37.61% | 60.8 | 52.27% | -9.37% | +11.37% | -25.00% | -17.74% | 12:15 | 08:45 | 11:09 | 12:11 | 13:12 | 16:25 | 02:03 | 01:31 |
 | Witch Blade | 44 | 37.61% | 58.8 | 52.27% | -9.37% | +29.55% | -15.91% | -25.98% | 13:40 | 09:17 | 12:44 | 13:40 | 14:29 | 17:21 | 01:45 | 01:17 |
 | Ghost Scepter | 8 | 6.84% | 56.9 | 75.00% | +18.12% | -25.00% | -25.00% | 0.00% | 28:22 | 14:42 | 16:29 | 25:42 | 35:07 | 40:42 | 18:38 | 13:48 |
 | Orchid Malevolence | 9 | 7.69% | 54.9 | 66.67% | +9.26% | -16.67% | -16.67% | 0.00% | 15:40 | 11:57 | 14:05 | 16:23 | 16:33 | 18:16 | 02:28 | 01:49 |
 | Boots of Travel 2 | 7 | 5.98% | 52.9 | 71.43% | +14.16% | -21.43% | -21.43% | 0.00% | 54:04 | 43:42 | 48:27 | 53:31 | 55:29 | 1:07:52 | 07:02 | 05:12 |
 | Eul's Scepter of Divinity | 8 | 6.84% | 51.0 | 62.50% | +4.70% | +37.50% | -12.50% | 0.00% | 21:42 | 15:51 | 18:00 | 19:23 | 24:40 | 27:10 | 06:40 | 04:56 |
 | Refresher Orb | 8 | 6.84% | 49.0 | 62.50% | +4.70% | -12.50% | -12.50% | 0.00% | 49:52 | 46:10 | 46:42 | 47:33 | 49:18 | 58:07 | 02:36 | 01:55 |
 | Wind Lace | 8 | 6.84% | 47.1 | 62.50% | +4.70% | +37.50% | -12.50% | 0.00% | 22:46 | 13:32 | 15:30 | 17:50 | 23:31 | 48:24 | 08:01 | 05:56 |
 | Null Talisman | 17 | 14.53% | 45.1 | 47.06% | -12.94% | +2.94% | -22.06% | -25.00% | 03:46 | 02:22 | 03:19 | 03:49 | 04:19 | 04:50 | 01:00 | 00:44 |
 | Mage Slayer | 6 | 5.13% | 43.1 | 66.67% | +9.01% | -16.67% | +33.33% | 0.00% | 32:20 | 24:25 | 27:46 | 31:00 | 37:47 | 40:40 | 10:01 | 07:25 |
 | Ethereal Blade | 6 | 5.13% | 41.2 | 66.67% | +9.01% | -16.67% | -66.67% | 0.00% | 30:38 | 16:44 | 25:33 | 26:31 | 37:45 | 40:58 | 12:12 | 09:02 |
 | Moon Shard | 2 | 1.71% | 39.2 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 49:56 | 47:19 | 47:19 | 52:32 | 52:32 | 52:32 | 05:13 | 03:51 |
 | Heart of Tarrasque | 2 | 1.71% | 37.3 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 47:17 | 38:34 | 38:34 | 56:00 | 56:00 | 56:00 | 17:26 | 12:54 |
 | Bloodstone | 2 | 1.71% | 35.3 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 43:15 | 25:48 | 25:48 | 60:42 | 60:42 | 60:42 | 34:54 | 25:51 |
 | Ring of Protection | 2 | 1.71% | 33.3 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 18:45 | 04:40 | 04:40 | 32:50 | 32:50 | 32:50 | 28:10 | 20:51 |
 | Boots of Travel | 2 | 1.71% | 31.4 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 42:52 | 32:04 | 32:04 | 53:39 | 53:39 | 53:39 | 21:35 | 15:59 |
 | Aeon Disk | 2 | 1.71% | 29.4 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 34:58 | 34:28 | 34:28 | 35:27 | 35:27 | 35:27 | 00:59 | 00:43 |
 | Bloodthorn | 3 | 2.56% | 27.5 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 32:55 | 28:41 | 28:41 | 31:52 | 38:13 | 38:13 | 09:32 | 07:03 |
 | Wraith Band | 3 | 2.56% | 25.5 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 23:05 | 04:28 | 04:28 | 25:38 | 39:08 | 39:08 | 34:40 | 25:40 |
 | Bracer | 4 | 3.42% | 23.5 | 50.00% | -8.41% | +50.00% | +50.00% | 0.00% | 03:55 | 02:56 | 02:56 | 03:09 | 04:08 | 05:27 | 01:12 | 00:53 |
 | Aghanim's Blessing | 4 | 3.42% | 21.6 | 50.00% | -8.41% | +50.00% | -50.00% | 0.00% | 53:27 | 44:05 | 44:05 | 53:37 | 54:57 | 1:01:08 | 10:52 | 08:02 |
 | Assault Cuirass | 1 | 0.85% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Javelin | 1 | 0.85% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.85% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.85% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Buckler | 1 | 0.85% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.85% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.85% | 7.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Dagon | 1 | 0.85% | 5.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 1.71% | 3.9 | 50.00% | -8.26% | +50.00% | 0.00% | 0.00% | 22:46 | 18:47 | 18:47 | 26:44 | 26:44 | 26:44 | 07:57 | 05:53 |
 | Revenant's Brooch | 3 | 2.56% | 2.0 | 33.33% | -25.44% | +66.67% | 0.00% | 0.00% | 47:39 | 37:47 | 37:47 | 50:04 | 55:06 | 55:06 | 17:19 | 12:49 |