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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 | |
 | Sange | 110 | 52.88% | 100.0 | 62.73% | +17.83% | -2.02% | +3.94% | 0.66% | 22:49 | 13:04 | 17:52 | 22:31 | 26:54 | 37:38 | 09:02 | 06:41 |
 | Ring of Health | 47 | 22.60% | 97.4 | 68.09% | +17.78% | -1.42% | -9.76% | -0.59% | 33:33 | 13:11 | 26:57 | 31:40 | 41:07 | 52:06 | 14:10 | 10:29 |
 | Linken's Sphere | 37 | 17.79% | 94.7 | 70.27% | +19.39% | -14.71% | +7.51% | 2.31% | 32:54 | 18:39 | 27:38 | 31:02 | 37:16 | 56:40 | 09:38 | 07:08 |
 | Kaya and Sange | 109 | 52.40% | 92.1 | 62.39% | +16.94% | -3.13% | +4.28% | 0.82% | 22:59 | 13:05 | 17:53 | 22:58 | 26:54 | 38:20 | 09:01 | 06:40 |
 | Aghanim's Scepter | 85 | 40.87% | 89.5 | 62.35% | +13.57% | +4.32% | -0.45% | -0.81% | 32:50 | 21:33 | 30:00 | 32:41 | 35:54 | 48:54 | 05:54 | 04:22 |
 | Void Stone | 112 | 53.85% | 86.8 | 60.71% | +13.83% | +3.58% | +3.58% | 0.00% | 22:04 | 08:33 | 13:40 | 17:30 | 28:52 | 52:06 | 15:12 | 11:15 |
 | Kaya | 131 | 62.98% | 84.2 | 59.54% | +14.09% | -11.06% | +7.13% | 2.22% | 18:41 | 10:32 | 14:04 | 17:40 | 22:15 | 37:42 | 08:11 | 06:03 |
 | Power Treads | 168 | 80.77% | 81.6 | 58.33% | +20.83% | +3.57% | -5.95% | -5.01% | 09:55 | 06:40 | 08:45 | 09:45 | 10:39 | 33:03 | 01:54 | 01:24 |
 | Shiva's Guard | 20 | 9.62% | 78.9 | 75.00% | +22.87% | +5.00% | +5.00% | 0.00% | 34:08 | 22:01 | 29:55 | 35:22 | 36:45 | 42:29 | 06:50 | 05:03 |
 | Boots of Speed | 200 | 96.15% | 76.3 | 55.00% | +17.50% | -9.00% | -5.00% | 1.63% | 06:10 | 01:33 | 04:56 | 06:17 | 07:23 | 11:49 | 02:27 | 01:48 |
 | Black King Bar | 170 | 81.73% | 73.7 | 55.29% | +5.29% | +5.18% | -12.43% | -2.82% | 22:09 | 13:51 | 18:31 | 21:51 | 24:46 | 34:11 | 06:15 | 04:37 |
 | Bottle | 208 | 100.00% | 71.1 | 54.33% | +54.33% | +1.44% | -6.25% | -7.69% | 01:19 | 00:41 | 01:06 | 01:13 | 01:25 | 06:23 | 00:19 | 00:14 |
 | Null Talisman | 207 | 99.52% | 68.4 | 54.11% | -45.89% | +3.58% | -11.80% | -10.99% | 03:59 | 02:03 | 03:07 | 03:40 | 04:31 | 10:17 | 01:24 | 01:02 |
 | Orchid Malevolence | 77 | 37.02% | 65.8 | 58.44% | +6.53% | +31.03% | -11.07% | -6.74% | 19:11 | 12:47 | 15:19 | 16:24 | 21:34 | 1:09:08 | 06:15 | 04:37 |
 | Magic Wand | 91 | 43.75% | 63.2 | 57.14% | +5.00% | +16.77% | -0.62% | -3.84% | 06:48 | -01:29 | 04:26 | 06:44 | 08:58 | 13:42 | 04:32 | 03:21 |
 | Magic Stick | 98 | 47.12% | 60.5 | 53.06% | -2.39% | +6.94% | +1.11% | -1.14% | 04:52 | -01:29 | 02:13 | 04:08 | 07:21 | 12:04 | 05:08 | 03:48 |
 | Aghanim's Shard | 60 | 28.85% | 57.9 | 53.33% | -1.40% | +13.34% | 0.00% | -1.11% | 28:29 | 15:03 | 21:53 | 27:06 | 33:53 | 49:11 | 12:00 | 08:53 |
 | Chainmail | 24 | 11.54% | 55.3 | 62.50% | +9.24% | +4.17% | +37.50% | 4.47% | 15:45 | 09:57 | 12:06 | 13:55 | 19:33 | 27:42 | 07:27 | 05:31 |
 | Witch Blade | 24 | 11.54% | 52.6 | 62.50% | +9.24% | +20.83% | +37.50% | 2.59% | 16:40 | 10:53 | 13:10 | 14:11 | 19:36 | 28:48 | 06:26 | 04:45 |
 | Aghanim's Blessing | 17 | 8.17% | 50.0 | 64.71% | +11.31% | +10.29% | +10.29% | 0.00% | 40:52 | 31:13 | 35:57 | 39:31 | 44:54 | 57:13 | 08:57 | 06:37 |
 | Refresher Orb | 13 | 6.25% | 47.4 | 61.54% | +7.69% | +38.46% | +5.13% | 0.00% | 46:18 | 37:13 | 42:08 | 46:06 | 48:54 | 55:04 | 06:46 | 05:00 |
 | Scythe of Vyse | 10 | 4.81% | 44.7 | 60.00% | +5.96% | +40.00% | -60.00% | 0.00% | 38:54 | 28:05 | 31:58 | 34:44 | 38:12 | 1:04:17 | 06:14 | 04:37 |
 | Arcane Blink | 2 | 0.96% | 42.1 | 100.00% | +46.12% | 0.00% | 0.00% | 0.00% | 50:18 | 49:27 | 49:27 | 51:08 | 51:08 | 51:08 | 01:41 | 01:14 |
 | Blink Dagger | 2 | 0.96% | 39.5 | 100.00% | +46.12% | 0.00% | 0.00% | 0.00% | 49:53 | 48:43 | 48:43 | 51:03 | 51:03 | 51:03 | 02:20 | 01:43 |
 | Arcane Boots | 12 | 5.77% | 36.8 | 41.67% | -13.43% | +25.00% | -8.34% | 0.00% | 08:56 | 07:16 | 07:48 | 08:38 | 09:45 | 12:00 | 01:57 | 01:26 |
 | Aeon Disk | 1 | 0.48% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.48% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.48% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Soul Ring | 5 | 2.40% | 26.3 | 40.00% | -14.68% | +60.00% | -40.00% | 0.00% | 05:29 | 03:14 | 03:14 | 06:06 | 07:01 | 07:33 | 03:47 | 02:48 |
 | Bloodthorn | 5 | 2.40% | 23.7 | 40.00% | -14.68% | -40.00% | -40.00% | 0.00% | 47:54 | 31:20 | 31:20 | 46:02 | 49:07 | 1:09:08 | 17:47 | 13:10 |
 | Ring of Protection | 5 | 2.40% | 21.1 | 40.00% | -14.68% | +60.00% | -40.00% | 0.00% | 04:53 | 03:07 | 03:07 | 03:29 | 06:55 | 07:31 | 03:48 | 02:48 |
 | Mage Slayer | 5 | 2.40% | 18.4 | 40.00% | -14.68% | -40.00% | -40.00% | 0.00% | 47:33 | 31:20 | 31:20 | 46:02 | 48:46 | 1:07:58 | 17:26 | 12:54 |
 | Wind Lace | 2 | 0.96% | 15.8 | 50.00% | -4.37% | -50.00% | 0.00% | 0.00% | 14:27 | 09:11 | 09:11 | 19:43 | 19:43 | 19:43 | 10:32 | 07:48 |
 | Eul's Scepter of Divinity | 2 | 0.96% | 13.2 | 50.00% | -4.37% | -50.00% | 0.00% | 0.00% | 16:46 | 13:13 | 13:13 | 20:18 | 20:18 | 20:18 | 07:05 | 05:14 |
 | Nullifier | 1 | 0.48% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.48% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.48% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.48% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |