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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 | |
 | Force Staff | 59 | 21.30% | 100.0 | 69.49% | +17.66% | +3.84% | -9.49% | -1.12% | 31:11 | 17:53 | 23:35 | 30:50 | 35:26 | 59:11 | 11:51 | 08:46 |
 | Fluffy Hat | 110 | 39.71% | 98.2 | 64.55% | +14.85% | -0.26% | -1.59% | -0.10% | 21:05 | -01:29 | 13:43 | 19:02 | 27:40 | 59:10 | 13:57 | 10:20 |
 | Aghanim's Shard | 124 | 44.77% | 96.5 | 63.71% | +14.69% | -5.65% | +7.26% | 1.60% | 27:36 | 15:02 | 23:22 | 27:09 | 31:25 | 60:10 | 08:03 | 05:57 |
 | Blink Dagger | 189 | 68.23% | 94.7 | 61.38% | +18.20% | -1.81% | +0.32% | 0.23% | 25:29 | 14:23 | 20:02 | 23:20 | 29:14 | 55:44 | 09:12 | 06:48 |
 | Ring of Health | 47 | 16.97% | 93.0 | 68.09% | +15.05% | +6.91% | -1.42% | -0.47% | 34:30 | 04:50 | 23:55 | 33:48 | 41:34 | 1:06:28 | 17:39 | 13:04 |
 | Magic Wand | 164 | 59.21% | 91.2 | 59.15% | +8.71% | +6.70% | +1.83% | -0.75% | 12:26 | 01:16 | 08:05 | 11:10 | 14:36 | 42:59 | 06:31 | 04:49 |
 | Boots of Speed | 277 | 100.00% | 89.5 | 55.60% | +55.60% | -1.98% | -4.88% | -0.68% | 06:02 | -01:29 | 04:29 | 06:50 | 08:45 | 15:59 | 04:16 | 03:09 |
 | Magic Stick | 253 | 91.34% | 87.7 | 55.73% | +1.56% | -0.17% | +1.41% | 0.23% | 04:37 | -01:30 | -01:24 | 03:31 | 08:14 | 29:18 | 09:38 | 07:08 |
 | Holy Locket | 40 | 14.44% | 86.0 | 65.00% | +10.99% | -5.00% | -5.00% | 0.00% | 20:35 | 15:03 | 16:30 | 19:24 | 21:54 | 35:39 | 05:24 | 04:00 |
 | Crown | 51 | 18.41% | 84.2 | 62.75% | +8.77% | +14.17% | -16.60% | -2.44% | 22:02 | 08:15 | 14:07 | 19:04 | 26:45 | 60:29 | 12:38 | 09:21 |
 | Wraith Pact | 6 | 2.17% | 82.5 | 100.00% | +45.39% | 0.00% | 0.00% | 0.00% | 42:55 | 32:15 | 40:31 | 42:32 | 45:21 | 51:32 | 04:50 | 03:34 |
 | Void Stone | 55 | 19.86% | 80.7 | 61.82% | +7.77% | -4.68% | +2.47% | 0.38% | 33:19 | 10:01 | 22:34 | 32:05 | 41:29 | 1:06:29 | 18:55 | 14:00 |
 | Veil of Discord | 19 | 6.86% | 78.9 | 73.68% | +19.42% | +6.32% | -13.68% | -4.67% | 17:52 | 10:24 | 14:25 | 16:09 | 18:42 | 35:43 | 04:17 | 03:10 |
 | Arcane Boots | 84 | 30.32% | 77.2 | 58.33% | +3.93% | +17.86% | -1.19% | -3.43% | 16:25 | 03:25 | 12:10 | 13:23 | 17:43 | 50:06 | 05:33 | 04:06 |
 | Wind Lace | 173 | 62.45% | 75.4 | 53.76% | -4.89% | -0.27% | +6.71% | 0.82% | 10:50 | -01:30 | 04:57 | 09:22 | 13:30 | 60:29 | 08:33 | 06:20 |
 | Ring of Basilius | 48 | 17.33% | 73.7 | 60.42% | +5.83% | -27.09% | +14.58% | 7.18% | 13:21 | -01:29 | 07:08 | 10:29 | 12:56 | 53:00 | 05:48 | 04:17 |
 | Chainmail | 50 | 18.05% | 71.9 | 60.00% | +5.37% | -6.15% | -1.67% | 0.32% | 20:27 | 08:17 | 12:06 | 18:09 | 26:00 | 60:28 | 13:54 | 10:17 |
 | Orb of Venom | 85 | 30.69% | 70.2 | 55.29% | -0.44% | +16.14% | +16.14% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 03:27 | 00:00 | 00:00 |
 | Headdress | 47 | 16.97% | 68.4 | 59.57% | +4.79% | -17.90% | -9.57% | 0.46% | 13:32 | -01:29 | -01:28 | 15:55 | 19:25 | 35:14 | 20:53 | 15:28 |
 | Mekansm | 8 | 2.89% | 66.7 | 87.50% | +32.85% | +12.50% | +12.50% | 0.00% | 27:12 | 15:13 | 24:10 | 24:38 | 32:37 | 35:34 | 08:27 | 06:15 |
 | Ring of Protection | 58 | 20.94% | 64.9 | 56.90% | +1.65% | -16.90% | +7.39% | 1.48% | 12:20 | -01:29 | -01:29 | 07:59 | 17:51 | 53:00 | 19:20 | 14:19 |
 | Tranquil Boots | 115 | 41.52% | 63.2 | 51.30% | -7.34% | -3.02% | +7.32% | 1.52% | 14:26 | 04:22 | 09:39 | 11:57 | 16:26 | 38:46 | 06:47 | 05:01 |
 | Lotus Orb | 23 | 8.30% | 61.4 | 65.22% | +10.50% | +1.45% | -31.89% | -1.93% | 36:54 | 20:53 | 27:29 | 34:08 | 44:48 | 1:04:02 | 17:19 | 12:49 |
 | Drum of Endurance | 12 | 4.33% | 59.6 | 75.00% | +20.28% | +25.00% | -8.33% | 0.00% | 22:56 | 12:21 | 17:22 | 22:40 | 24:56 | 39:14 | 07:34 | 05:36 |
 | Morbid Mask | 16 | 5.78% | 57.9 | 68.75% | +13.96% | -18.75% | +6.25% | 1.53% | 34:47 | 19:47 | 25:50 | 32:34 | 42:10 | 53:00 | 16:20 | 12:05 |
 | Buckler | 20 | 7.22% | 56.1 | 65.00% | +10.14% | -5.00% | -5.00% | 0.00% | 30:39 | 09:02 | 15:56 | 28:02 | 39:24 | 53:00 | 23:28 | 17:22 |
 | Vladmir's Offering | 15 | 5.42% | 54.4 | 66.67% | +11.71% | -16.67% | +8.33% | 0.00% | 36:13 | 19:59 | 30:49 | 37:16 | 42:10 | 53:00 | 11:21 | 08:24 |
 | Solar Crest | 23 | 8.30% | 52.6 | 56.52% | +1.01% | +10.15% | -6.52% | -1.30% | 30:44 | 19:23 | 21:33 | 27:19 | 34:24 | 60:29 | 12:51 | 09:31 |
 | Aghanim's Scepter | 8 | 2.89% | 50.9 | 75.00% | +19.98% | -25.00% | +25.00% | 0.00% | 43:06 | 24:11 | 29:39 | 37:20 | 50:43 | 1:08:57 | 21:04 | 15:36 |
 | Quelling Blade | 17 | 6.14% | 49.1 | 58.82% | +3.44% | -8.82% | -8.82% | 0.00% | 14:14 | -01:29 | 04:40 | 11:43 | 21:44 | 45:17 | 17:04 | 12:38 |
 | Medallion of Courage | 30 | 10.83% | 47.4 | 50.00% | -6.28% | +25.00% | -7.14% | -2.64% | 23:54 | 11:01 | 16:05 | 21:31 | 28:16 | 60:28 | 12:11 | 09:01 |
 | Blight Stone | 30 | 10.83% | 45.6 | 50.00% | -6.28% | +25.00% | -7.14% | -2.60% | 23:39 | 10:24 | 15:34 | 21:19 | 27:57 | 60:28 | 12:23 | 09:10 |
 | Soul Ring | 24 | 8.66% | 43.9 | 50.00% | -6.13% | 0.00% | 0.00% | 0.00% | 08:56 | 01:51 | 05:22 | 07:57 | 12:14 | 17:51 | 06:52 | 05:05 |
 | Ghost Scepter | 9 | 3.25% | 42.1 | 66.67% | +11.45% | +33.33% | -16.67% | 0.00% | 39:52 | 25:54 | 31:51 | 40:56 | 45:48 | 56:05 | 13:57 | 10:20 |
 | Phase Boots | 14 | 5.05% | 40.4 | 57.14% | +1.63% | -7.14% | +9.53% | 0.00% | 14:58 | 09:55 | 11:37 | 12:44 | 15:36 | 35:04 | 03:59 | 02:57 |
 | Aether Lens | 3 | 1.08% | 38.6 | 100.00% | +44.89% | 0.00% | 0.00% | 0.00% | 33:05 | 27:37 | 27:37 | 34:38 | 37:00 | 37:00 | 09:23 | 06:57 |
 | Spirit Vessel | 3 | 1.08% | 36.8 | 100.00% | +44.89% | 0.00% | 0.00% | 0.00% | 17:43 | 14:27 | 14:27 | 17:23 | 21:18 | 21:18 | 06:51 | 05:04 |
 | Boots of Bearing | 3 | 1.08% | 35.1 | 100.00% | +44.89% | 0.00% | 0.00% | 0.00% | 35:17 | 30:10 | 30:10 | 33:26 | 42:15 | 42:15 | 12:05 | 08:57 |
 | Urn of Shadows | 3 | 1.08% | 33.3 | 100.00% | +44.89% | 0.00% | 0.00% | 0.00% | 10:04 | 07:31 | 07:31 | 08:03 | 14:37 | 14:37 | 07:06 | 05:15 |
 | Refresher Orb | 8 | 2.89% | 31.6 | 62.50% | +7.11% | -62.50% | +37.50% | 0.00% | 53:11 | 35:59 | 45:57 | 46:27 | 1:01:33 | 1:10:40 | 15:36 | 11:33 |
 | Meteor Hammer | 6 | 2.17% | 29.8 | 66.67% | +11.32% | +33.33% | -66.67% | 0.00% | 16:38 | 12:44 | 15:42 | 15:44 | 15:54 | 23:55 | 00:12 | 00:08 |
 | Sange | 2 | 0.72% | 28.1 | 100.00% | +44.73% | 0.00% | 0.00% | 0.00% | 36:07 | 34:23 | 34:23 | 37:51 | 37:51 | 37:51 | 03:28 | 02:34 |
 | Hood of Defiance | 2 | 0.72% | 26.3 | 100.00% | +44.73% | 0.00% | 0.00% | 0.00% | 31:10 | 27:29 | 27:29 | 34:50 | 34:50 | 34:50 | 07:21 | 05:26 |
 | Hand of Midas | 2 | 0.72% | 24.6 | 100.00% | +44.73% | 0.00% | 0.00% | 0.00% | 10:06 | 09:04 | 09:04 | 11:08 | 11:08 | 11:08 | 02:04 | 01:31 |
 | Vanguard | 3 | 1.08% | 22.8 | 66.67% | +11.20% | +33.33% | 0.00% | 0.00% | 26:40 | 21:26 | 21:26 | 24:42 | 33:52 | 33:52 | 12:26 | 09:12 |
 | Aeon Disk | 4 | 1.44% | 21.1 | 50.00% | -5.68% | +50.00% | -50.00% | 0.00% | 50:06 | 32:49 | 32:49 | 42:44 | 54:21 | 1:10:31 | 21:32 | 15:57 |
 | Wraith Band | 1 | 0.36% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.36% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.36% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.36% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.36% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Glimmer Cape | 6 | 2.17% | 10.5 | 33.33% | -22.76% | +16.67% | -33.33% | 0.00% | 32:15 | 18:37 | 21:56 | 22:24 | 47:39 | 55:49 | 25:43 | 19:02 |
 | Orchid Malevolence | 2 | 0.72% | 8.8 | 50.00% | -5.64% | +50.00% | 0.00% | 0.00% | 18:41 | 18:17 | 18:17 | 19:05 | 19:05 | 19:05 | 00:48 | 00:35 |
 | Helm of Iron Will | 2 | 0.72% | 7.0 | 50.00% | -5.64% | -50.00% | 0.00% | 0.00% | 27:50 | 25:24 | 25:24 | 30:15 | 30:15 | 30:15 | 04:51 | 03:35 |
 | Scythe of Vyse | 3 | 1.08% | 5.3 | 33.33% | -22.51% | -33.33% | 0.00% | 0.00% | 35:50 | 27:52 | 27:52 | 32:18 | 47:21 | 47:21 | 19:29 | 14:25 |
 | Eul's Scepter of Divinity | 5 | 1.81% | 3.5 | 20.00% | -36.25% | -20.00% | -20.00% | 0.00% | 29:46 | 17:38 | 17:38 | 28:12 | 30:46 | 45:55 | 13:08 | 09:43 |
 | Assault Cuirass | 1 | 0.36% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 00:00 | 00:00 |