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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 | 52 | 15.62% | 100.0 | 75.00% | +23.04% | +17.31% | -5.77% | -2.04% | 36:47 | 15:05 | 30:12 | 35:55 | 41:31 | 58:10 | 11:19 | 08:22 |
 | Ring of Health | 52 | 15.62% | 98.1 | 73.08% | +20.77% | +3.84% | -3.85% | -0.62% | 37:38 | 22:52 | 30:02 | 36:42 | 42:29 | 1:04:38 | 12:27 | 09:13 |
 | Lotus Orb | 19 | 5.71% | 96.2 | 84.21% | +30.39% | -4.21% | -4.21% | 0.00% | 34:30 | 25:15 | 28:12 | 33:57 | 37:46 | 50:45 | 09:34 | 07:05 |
 | Blink Dagger | 229 | 68.77% | 94.3 | 63.32% | +24.86% | +5.10% | +1.59% | -0.35% | 25:04 | 13:24 | 19:39 | 24:00 | 29:44 | 44:27 | 10:05 | 07:28 |
 | Arcane Boots | 215 | 64.56% | 92.5 | 62.79% | +20.42% | -1.68% | +3.88% | 1.43% | 14:23 | 05:19 | 10:48 | 12:36 | 14:41 | 51:58 | 03:53 | 02:52 |
 | Quelling Blade | 18 | 5.41% | 90.6 | 83.33% | +29.36% | -3.33% | -33.33% | -2.23% | 17:37 | 04:39 | 09:22 | 17:27 | 22:48 | 44:07 | 13:26 | 09:57 |
 | Buckler | 35 | 10.51% | 88.7 | 74.29% | +20.93% | +3.49% | -18.73% | -1.65% | 30:36 | 11:50 | 21:25 | 30:48 | 34:51 | 57:52 | 13:26 | 09:57 |
 | Orb of Venom | 23 | 6.91% | 86.8 | 78.26% | +24.39% | +5.07% | -11.59% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 04:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 215 | 64.56% | 84.9 | 60.00% | +12.54% | -2.59% | +4.81% | 0.53% | 25:11 | 15:00 | 16:32 | 23:10 | 30:22 | 1:03:52 | 13:50 | 10:14 |
 | Guardian Greaves | 16 | 4.80% | 83.0 | 81.25% | +26.99% | -31.25% | -6.25% | 2.73% | 33:59 | 21:31 | 27:34 | 29:49 | 36:44 | 54:15 | 09:10 | 06:47 |
 | Ring of Protection | 85 | 25.53% | 81.1 | 62.35% | +9.12% | -14.73% | +9.08% | 2.20% | 07:24 | -01:30 | -01:29 | -01:29 | 12:18 | 57:52 | 13:47 | 10:12 |
 | Boots of Speed | 333 | 100.00% | 79.2 | 55.56% | +55.56% | +2.27% | -4.96% | -1.54% | 04:50 | -01:29 | 02:52 | 05:48 | 07:34 | 13:29 | 04:42 | 03:28 |
 | Magic Stick | 294 | 88.29% | 77.4 | 55.44% | -0.97% | -2.74% | -2.02% | 0.13% | 03:55 | -01:30 | -01:29 | 03:03 | 06:56 | 32:54 | 08:25 | 06:14 |
 | Ring of Basilius | 15 | 4.50% | 75.5 | 80.00% | +25.60% | -5.00% | -5.00% | 0.00% | 28:37 | 08:33 | 15:47 | 33:06 | 37:19 | 57:52 | 21:32 | 15:57 |
 | Magic Wand | 199 | 59.76% | 73.6 | 55.78% | +0.56% | -1.78% | -5.78% | -0.55% | 13:02 | 02:29 | 08:35 | 11:26 | 15:55 | 43:10 | 07:20 | 05:25 |
 | Force Staff | 123 | 36.94% | 71.7 | 57.72% | +3.43% | +16.47% | -9.33% | -2.14% | 30:34 | 15:12 | 23:43 | 29:54 | 35:48 | 58:38 | 12:05 | 08:57 |
 | Chainmail | 33 | 9.91% | 69.8 | 66.67% | +12.34% | -29.17% | +8.33% | 2.56% | 24:26 | 12:48 | 16:28 | 21:05 | 31:06 | 50:59 | 14:38 | 10:50 |
 | Wind Lace | 158 | 47.45% | 67.9 | 55.06% | -0.94% | -2.56% | -6.34% | -0.37% | 06:42 | -01:29 | -01:29 | 04:05 | 11:39 | 42:58 | 13:08 | 09:43 |
 | Morbid Mask | 9 | 2.70% | 66.0 | 88.89% | +34.26% | +11.11% | -38.89% | 0.00% | 34:18 | 16:08 | 20:03 | 36:23 | 37:53 | 57:52 | 17:50 | 13:12 |
 | Vladmir's Offering | 9 | 2.70% | 64.2 | 88.89% | +34.26% | +11.11% | -38.89% | 0.00% | 35:17 | 16:48 | 22:02 | 36:24 | 38:24 | 57:52 | 16:22 | 12:07 |
 | Refresher Orb | 26 | 7.81% | 62.3 | 69.23% | +14.83% | -12.09% | +14.10% | 3.49% | 46:12 | 31:06 | 41:20 | 44:41 | 48:50 | 1:12:02 | 07:30 | 05:33 |
 | Headdress | 39 | 11.71% | 60.4 | 64.10% | +9.68% | -4.10% | +35.90% | 4.71% | 19:25 | -01:29 | 14:35 | 17:17 | 23:05 | 50:59 | 08:30 | 06:17 |
 | Mekansm | 25 | 7.51% | 58.5 | 68.00% | +13.45% | -1.33% | +15.33% | 2.09% | 24:24 | 14:02 | 18:23 | 22:22 | 26:21 | 50:59 | 07:58 | 05:54 |
 | Fluffy Hat | 156 | 46.85% | 56.6 | 51.92% | -6.84% | -0.64% | -0.64% | 0.00% | 24:15 | 04:25 | 14:57 | 22:54 | 31:13 | 58:38 | 16:16 | 12:02 |
 | Wraith Pact | 5 | 1.50% | 54.7 | 100.00% | +45.12% | 0.00% | 0.00% | 0.00% | 36:32 | 22:19 | 22:19 | 39:47 | 40:44 | 47:04 | 18:25 | 13:38 |
 | Drum of Endurance | 9 | 2.70% | 52.8 | 77.78% | +22.84% | -27.78% | +22.22% | 0.00% | 30:18 | 14:17 | 18:58 | 29:22 | 39:22 | 55:32 | 20:24 | 15:06 |
 | Aghanim's Scepter | 4 | 1.20% | 50.9 | 100.00% | +44.98% | 0.00% | 0.00% | 0.00% | 42:52 | 36:51 | 36:51 | 40:19 | 41:40 | 52:39 | 04:49 | 03:34 |
 | Tranquil Boots | 58 | 17.42% | 49.1 | 41.38% | -17.17% | -1.38% | +1.48% | 0.20% | 19:33 | 05:53 | 10:48 | 14:58 | 24:49 | 55:02 | 14:01 | 10:22 |
 | Aeon Disk | 9 | 2.70% | 47.2 | 66.67% | +11.42% | +33.33% | -16.67% | 0.00% | 47:03 | 37:52 | 39:08 | 48:10 | 52:39 | 56:43 | 13:31 | 10:00 |
 | Blight Stone | 8 | 2.40% | 45.3 | 62.50% | +7.12% | -12.50% | -12.50% | 0.00% | 30:24 | 19:00 | 19:31 | 31:06 | 35:07 | 39:24 | 15:36 | 11:33 |
 | Ghost Scepter | 6 | 1.80% | 43.4 | 66.67% | +11.32% | -16.67% | -66.67% | 0.00% | 38:28 | 32:35 | 33:10 | 38:31 | 39:42 | 47:48 | 06:32 | 04:50 |
 | Holy Locket | 10 | 3.00% | 41.5 | 50.00% | -5.73% | +16.67% | 0.00% | -5.85% | 20:47 | 17:25 | 18:34 | 19:16 | 21:25 | 30:31 | 02:51 | 02:06 |
 | Medallion of Courage | 7 | 2.10% | 39.6 | 57.14% | +1.62% | -7.14% | -57.14% | 0.00% | 29:18 | 19:33 | 19:48 | 31:06 | 33:40 | 36:48 | 13:52 | 10:16 |
 | Eul's Scepter of Divinity | 2 | 0.60% | 37.7 | 100.00% | +44.71% | 0.00% | 0.00% | 0.00% | 36:17 | 34:21 | 34:21 | 38:12 | 38:12 | 38:12 | 03:51 | 02:51 |
 | Linken's Sphere | 2 | 0.60% | 35.8 | 100.00% | +44.71% | 0.00% | 0.00% | 0.00% | 48:04 | 37:52 | 37:52 | 58:15 | 58:15 | 58:15 | 20:23 | 15:05 |
 | Boots of Travel | 2 | 0.60% | 34.0 | 100.00% | +44.71% | 0.00% | 0.00% | 0.00% | 58:00 | 57:55 | 57:55 | 58:04 | 58:04 | 58:04 | 00:09 | 00:06 |
 | Wraith Band | 8 | 2.40% | 32.1 | 50.00% | -5.69% | 0.00% | 0.00% | 0.00% | 14:05 | -01:29 | -01:29 | -01:29 | 26:53 | 54:13 | 28:22 | 21:00 |
 | Solar Crest | 5 | 1.50% | 30.2 | 60.00% | +4.51% | +40.00% | +40.00% | 0.00% | 35:42 | 24:30 | 24:30 | 35:07 | 37:34 | 47:06 | 13:04 | 09:40 |
 | Sange | 3 | 0.90% | 28.3 | 66.67% | +11.22% | +33.33% | 0.00% | 0.00% | 35:22 | 31:49 | 31:49 | 36:53 | 37:25 | 37:25 | 05:36 | 04:08 |
 | Pipe of Insight | 3 | 0.90% | 26.4 | 66.67% | +11.22% | +33.33% | 0.00% | 0.00% | 41:06 | 38:52 | 38:52 | 39:16 | 45:11 | 45:11 | 06:19 | 04:40 |
 | Hood of Defiance | 4 | 1.20% | 24.5 | 50.00% | -5.62% | -50.00% | +50.00% | 0.00% | 33:42 | 26:39 | 26:39 | 30:27 | 35:33 | 42:10 | 08:54 | 06:35 |
 | Hand of Midas | 4 | 1.20% | 22.6 | 50.00% | -5.62% | +50.00% | -50.00% | 0.00% | 30:45 | 18:48 | 18:48 | 24:49 | 29:27 | 49:55 | 10:39 | 07:53 |
 | Orb of Corrosion | 1 | 0.30% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 1.50% | 18.9 | 40.00% | -15.79% | +60.00% | -40.00% | 0.00% | 36:25 | 23:39 | 23:39 | 39:14 | 39:46 | 41:40 | 16:07 | 11:56 |
 | Urn of Shadows | 2 | 0.60% | 17.0 | 50.00% | -5.59% | -50.00% | 0.00% | 0.00% | 12:53 | 12:52 | 12:52 | 12:54 | 12:54 | 12:54 | 00:02 | 00:01 |
 | Boots of Bearing | 2 | 0.60% | 15.1 | 50.00% | -5.59% | -50.00% | 0.00% | 0.00% | 56:22 | 52:50 | 52:50 | 59:54 | 59:54 | 59:54 | 07:04 | 05:14 |
 | Heaven's Halberd | 2 | 0.60% | 13.2 | 50.00% | -5.59% | +50.00% | 0.00% | 0.00% | 38:37 | 37:08 | 37:08 | 40:05 | 40:05 | 40:05 | 02:57 | 02:11 |
 | Crown | 4 | 1.20% | 11.3 | 25.00% | -30.93% | -25.00% | -25.00% | 0.00% | 27:32 | 14:14 | 14:14 | 23:56 | 35:07 | 36:49 | 20:53 | 15:28 |
 | Spirit Vessel | 1 | 0.30% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Bracer | 1 | 0.30% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.30% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.30% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.30% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 00:00 | 00:00 |