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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 | |
 | Shiva's Guard | 35 | 29.91% | 100.0 | 71.43% | +37.28% | +6.35% | -15.87% | -3.32% | 34:16 | 20:07 | 30:39 | 33:23 | 37:21 | 47:51 | 06:42 | 04:57 |
 | Arcane Boots | 20 | 17.09% | 98.2 | 65.00% | +23.76% | -45.00% | +35.00% | 12.53% | 12:51 | 07:17 | 07:30 | 09:26 | 13:53 | 29:02 | 06:23 | 04:43 |
 | Ring of Protection | 40 | 34.19% | 96.5 | 55.00% | +14.74% | -15.00% | +5.00% | 5.22% | 03:26 | -01:29 | 01:19 | 02:06 | 05:09 | 28:06 | 03:50 | 02:50 |
 | Lotus Orb | 13 | 11.11% | 94.7 | 69.23% | +26.92% | -2.56% | +30.77% | 0.00% | 30:40 | 22:16 | 24:51 | 31:59 | 34:28 | 40:57 | 09:37 | 07:07 |
 | Magic Wand | 111 | 94.87% | 93.0 | 46.85% | +30.18% | -3.99% | +10.29% | 3.51% | 05:01 | -01:29 | 03:08 | 04:59 | 07:12 | 12:44 | 04:04 | 03:00 |
 | Void Stone | 73 | 62.39% | 91.2 | 49.32% | +10.68% | -4.88% | +0.68% | 0.28% | 22:49 | 07:40 | 12:10 | 19:56 | 31:49 | 57:09 | 19:39 | 14:33 |
 | Blink Dagger | 30 | 25.64% | 89.5 | 56.67% | +15.29% | +18.33% | -28.10% | -2.94% | 33:43 | 16:51 | 25:52 | 31:16 | 41:40 | 1:07:41 | 15:48 | 11:42 |
 | Magic Stick | 103 | 88.03% | 87.7 | 46.60% | +10.89% | +3.40% | +3.40% | 0.00% | 02:20 | -01:29 | -01:25 | 02:13 | 03:44 | 11:16 | 05:09 | 03:48 |
 | Wind Lace | 75 | 64.10% | 86.0 | 48.00% | +7.52% | +4.63% | +4.63% | 0.00% | 08:15 | -01:30 | 05:48 | 07:36 | 10:04 | 32:10 | 04:16 | 03:09 |
 | Boots of Speed | 117 | 100.00% | 84.2 | 45.30% | +45.30% | +6.42% | -3.92% | -5.00% | 04:41 | 00:40 | 03:24 | 04:24 | 05:28 | 10:32 | 02:04 | 01:31 |
 | Aether Lens | 27 | 23.08% | 82.5 | 55.56% | +13.34% | -12.70% | +1.58% | 1.29% | 25:24 | 10:15 | 17:52 | 24:11 | 28:57 | 56:59 | 11:05 | 08:12 |
 | Black King Bar | 96 | 82.05% | 80.7 | 44.79% | -2.83% | +17.71% | -11.46% | -6.60% | 20:39 | 13:58 | 17:52 | 20:00 | 22:17 | 36:23 | 04:25 | 03:16 |
 | Urn of Shadows | 35 | 29.91% | 78.9 | 51.43% | +8.75% | +15.24% | -6.99% | -9.88% | 05:23 | 02:10 | 03:38 | 05:00 | 05:53 | 11:28 | 02:15 | 01:40 |
 | Chainmail | 51 | 43.59% | 77.2 | 47.06% | +3.12% | +14.48% | -0.91% | -3.24% | 09:55 | 02:01 | 06:49 | 08:09 | 11:34 | 25:06 | 04:45 | 03:31 |
 | Fluffy Hat | 44 | 37.61% | 75.4 | 47.73% | +3.89% | -11.37% | +15.91% | 5.33% | 08:14 | 00:59 | 03:43 | 05:43 | 08:50 | 48:47 | 05:07 | 03:47 |
 | Octarine Core | 15 | 12.82% | 73.7 | 60.00% | +16.86% | -10.00% | +15.00% | 2.10% | 31:00 | 19:02 | 23:18 | 29:50 | 35:12 | 57:00 | 11:54 | 08:48 |
 | Ring of Health | 27 | 23.08% | 71.9 | 51.85% | +8.52% | -8.99% | -8.99% | 0.00% | 30:16 | 08:39 | 21:57 | 31:49 | 38:27 | 1:04:36 | 16:30 | 12:13 |
 | Phase Boots | 46 | 39.32% | 70.2 | 45.65% | +0.58% | +12.68% | -0.20% | -3.42% | 10:18 | 04:13 | 07:49 | 08:36 | 11:35 | 25:06 | 03:46 | 02:47 |
 | Spirit Vessel | 18 | 15.38% | 68.4 | 55.56% | +12.13% | +4.44% | -5.56% | -3.03% | 12:35 | 09:10 | 10:43 | 11:39 | 14:01 | 18:50 | 03:18 | 02:26 |
 | Aghanim's Shard | 59 | 50.43% | 66.7 | 42.37% | -5.91% | -9.04% | +10.96% | 2.37% | 30:27 | 19:21 | 25:41 | 28:47 | 34:08 | 54:14 | 08:27 | 06:15 |
 | Force Staff | 7 | 5.98% | 64.9 | 71.43% | +27.79% | +28.57% | -21.43% | 0.00% | 33:10 | 17:51 | 26:52 | 30:35 | 39:11 | 48:47 | 12:19 | 09:07 |
 | Aeon Disk | 14 | 11.97% | 63.2 | 57.14% | +13.45% | -7.14% | +9.53% | 0.00% | 38:44 | 24:45 | 29:43 | 37:22 | 47:45 | 55:45 | 18:02 | 13:21 |
 | Heaven's Halberd | 17 | 14.53% | 61.4 | 52.94% | +8.94% | +22.06% | -2.94% | -3.26% | 31:19 | 20:28 | 25:56 | 29:45 | 33:36 | 52:15 | 07:40 | 05:40 |
 | Falcon Blade | 35 | 29.91% | 59.6 | 42.86% | -3.48% | +1.58% | +1.58% | 0.00% | 07:23 | 02:27 | 04:38 | 06:54 | 08:40 | 15:38 | 04:02 | 02:59 |
 | Null Talisman | 42 | 35.90% | 57.9 | 40.48% | -7.52% | +4.97% | +9.52% | 1.80% | 02:47 | 00:44 | 01:32 | 02:14 | 04:04 | 06:42 | 02:32 | 01:52 |
 | Eul's Scepter of Divinity | 27 | 23.08% | 56.1 | 44.44% | -1.12% | +12.70% | -1.58% | -4.68% | 16:23 | 11:48 | 12:47 | 13:53 | 15:50 | 41:58 | 03:03 | 02:15 |
 | Bottle | 27 | 23.08% | 54.4 | 44.44% | -1.12% | -15.87% | -1.58% | 14.29% | 01:36 | 00:33 | 01:20 | 01:29 | 01:37 | 03:52 | 00:17 | 00:12 |
 | Sange | 35 | 29.91% | 52.6 | 40.00% | -7.56% | +4.44% | -17.78% | -2.68% | 25:48 | 12:44 | 20:49 | 24:13 | 29:07 | 51:59 | 08:18 | 06:08 |
 | Power Treads | 26 | 22.22% | 50.9 | 42.31% | -3.84% | +14.83% | -25.64% | -13.72% | 09:16 | 05:41 | 07:39 | 09:08 | 10:36 | 19:58 | 02:57 | 02:11 |
 | Soul Ring | 2 | 1.71% | 49.1 | 100.00% | +55.65% | 0.00% | 0.00% | 0.00% | 13:41 | 10:47 | 10:47 | 16:35 | 16:35 | 16:35 | 05:48 | 04:17 |
 | Ring of Basilius | 2 | 1.71% | 47.4 | 100.00% | +55.65% | 0.00% | 0.00% | 0.00% | 31:26 | 23:46 | 23:46 | 39:06 | 39:06 | 39:06 | 15:20 | 11:21 |
 | Buckler | 2 | 1.71% | 45.6 | 100.00% | +55.65% | 0.00% | 0.00% | 0.00% | 33:36 | 28:06 | 28:06 | 39:06 | 39:06 | 39:06 | 11:00 | 08:08 |
 | Witch Blade | 7 | 5.98% | 43.9 | 57.14% | +12.59% | +42.86% | -7.14% | 0.00% | 15:15 | 12:01 | 12:08 | 12:58 | 16:30 | 22:30 | 04:22 | 03:14 |
 | Kaya | 15 | 12.82% | 42.1 | 40.00% | -6.08% | -15.00% | -15.00% | 0.00% | 23:06 | 09:31 | 16:09 | 21:55 | 26:38 | 38:35 | 10:29 | 07:45 |
 | Kaya and Sange | 14 | 11.97% | 40.4 | 35.71% | -10.89% | +14.29% | -35.71% | 0.00% | 25:24 | 15:18 | 20:26 | 25:12 | 29:22 | 40:17 | 08:56 | 06:37 |
 | Linken's Sphere | 6 | 5.13% | 38.6 | 50.00% | +4.95% | +50.00% | +50.00% | 0.00% | 36:26 | 27:24 | 30:52 | 36:54 | 40:34 | 42:42 | 09:42 | 07:11 |
 | Ghost Scepter | 6 | 5.13% | 36.8 | 50.00% | +4.95% | 0.00% | -50.00% | 0.00% | 26:42 | 18:09 | 21:31 | 25:38 | 29:53 | 36:33 | 08:22 | 06:11 |
 | Scythe of Vyse | 12 | 10.26% | 35.1 | 33.33% | -13.34% | +33.34% | -33.33% | 0.00% | 39:56 | 26:34 | 33:48 | 39:15 | 45:14 | 50:11 | 11:26 | 08:28 |
 | Wind Waker | 1 | 0.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.85% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.85% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.85% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.85% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.85% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.85% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.85% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.85% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 4.27% | 15.8 | 40.00% | -5.54% | +60.00% | +60.00% | 0.00% | 22:01 | 15:13 | 15:13 | 20:46 | 22:18 | 32:10 | 07:05 | 05:14 |
 | Tranquil Boots | 6 | 5.13% | 14.0 | 33.33% | -12.62% | +16.67% | +66.67% | 0.00% | 15:10 | 09:08 | 09:35 | 11:05 | 13:53 | 34:43 | 04:18 | 03:11 |
 | Refresher Orb | 6 | 5.13% | 12.3 | 33.33% | -12.62% | +16.67% | -33.33% | 0.00% | 50:42 | 38:40 | 41:30 | 44:47 | 57:20 | 1:04:43 | 15:50 | 11:43 |
 | Headdress | 2 | 1.71% | 10.5 | 50.00% | +4.78% | -50.00% | 0.00% | 0.00% | 09:43 | -01:28 | -01:28 | 20:53 | 20:53 | 20:53 | 22:21 | 16:33 |
 | Overwhelming Blink | 2 | 1.71% | 8.8 | 50.00% | +4.78% | +50.00% | 0.00% | 0.00% | 50:21 | 39:28 | 39:28 | 1:01:13 | 1:01:13 | 1:01:13 | 21:45 | 16:06 |
 | Bracer | 3 | 2.56% | 7.0 | 33.33% | -12.28% | -33.33% | 0.00% | 0.00% | 10:11 | 07:09 | 07:09 | 09:42 | 13:41 | 13:41 | 06:32 | 04:50 |
 | Glimmer Cape | 4 | 3.42% | 5.3 | 25.00% | -21.02% | -25.00% | +75.00% | 0.00% | 24:38 | 14:40 | 14:40 | 22:03 | 27:26 | 34:22 | 12:46 | 09:27 |
 | Hood of Defiance | 5 | 4.27% | 3.5 | 20.00% | -26.43% | -20.00% | -20.00% | 0.00% | 10:43 | 09:10 | 09:10 | 09:32 | 12:16 | 13:23 | 03:06 | 02:17 |
 | Quelling Blade | 4 | 3.42% | 1.8 | 0.00% | -46.90% | 0.00% | 0.00% | 0.00% | 03:20 | -01:29 | -01:29 | 00:09 | 06:53 | 07:46 | 08:22 | 06:11 |