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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 | 146 | 39.04% | 100.0 | 59.59% | +14.85% | +7.98% | -12.37% | -2.48% | 26:21 | 15:35 | 21:45 | 24:46 | 29:58 | 55:56 | 08:13 | 06:05 |
 | Aghanim's Scepter | 69 | 18.45% | 98.4 | 63.77% | +16.23% | -4.95% | -4.95% | 0.00% | 33:32 | 21:45 | 27:00 | 31:57 | 36:28 | 1:09:47 | 09:28 | 07:00 |
 | Aghanim's Shard | 127 | 33.96% | 96.8 | 58.27% | +11.71% | +10.48% | +4.23% | -0.63% | 27:57 | 15:14 | 21:45 | 27:26 | 31:42 | 53:02 | 09:57 | 07:22 |
 | Fluffy Hat | 208 | 55.61% | 95.2 | 54.81% | +9.63% | +6.73% | -4.81% | -1.53% | 16:58 | 04:42 | 11:57 | 14:51 | 19:31 | 55:56 | 07:34 | 05:36 |
 | Quelling Blade | 22 | 5.88% | 93.7 | 72.73% | +23.58% | -6.06% | +7.27% | 1.07% | 08:10 | -01:29 | -01:29 | 08:26 | 13:56 | 24:15 | 15:25 | 11:25 |
 | Magic Wand | 315 | 84.22% | 92.1 | 52.06% | +9.69% | -1.43% | -7.76% | -1.71% | 11:55 | -01:29 | 09:45 | 11:28 | 13:27 | 29:56 | 03:42 | 02:44 |
 | Void Stone | 60 | 16.04% | 90.5 | 60.00% | +11.27% | -13.33% | -13.33% | 0.00% | 29:00 | 09:29 | 21:05 | 26:35 | 36:23 | 1:02:06 | 15:18 | 11:20 |
 | Tranquil Boots | 337 | 90.11% | 88.9 | 51.04% | +5.09% | -4.61% | -1.04% | 0.82% | 09:46 | 03:00 | 07:06 | 09:06 | 11:26 | 37:17 | 04:20 | 03:12 |
 | Boots of Speed | 374 | 100.00% | 87.3 | 50.53% | +50.53% | -2.66% | +1.08% | 0.92% | 05:01 | -01:30 | 03:23 | 05:32 | 07:27 | 17:35 | 04:04 | 03:00 |
 | Magic Stick | 368 | 98.40% | 85.7 | 50.00% | -33.33% | +15.22% | -5.43% | -3.07% | 04:08 | -01:30 | -01:28 | 03:20 | 08:11 | 19:10 | 09:39 | 07:08 |
 | Wind Lace | 354 | 94.65% | 84.1 | 50.00% | -10.00% | -1.69% | +2.27% | 0.63% | 04:15 | -01:30 | -01:29 | 04:09 | 07:47 | 37:17 | 09:16 | 06:51 |
 | Ring of Health | 46 | 12.30% | 82.5 | 60.87% | +11.78% | -2.54% | -6.32% | -0.28% | 25:56 | 11:58 | 18:19 | 22:33 | 31:44 | 55:53 | 13:25 | 09:56 |
 | Black King Bar | 18 | 4.81% | 81.0 | 72.22% | +22.78% | +7.78% | -22.22% | -2.21% | 38:47 | 15:20 | 32:50 | 35:44 | 46:24 | 58:01 | 13:34 | 10:02 |
 | Ring of Protection | 142 | 37.97% | 79.4 | 50.00% | -0.86% | -8.33% | +1.43% | 0.79% | 09:22 | -01:29 | -01:29 | 10:09 | 13:46 | 58:03 | 15:15 | 11:17 |
 | Drum of Endurance | 47 | 12.57% | 77.8 | 57.45% | +7.91% | +17.55% | +17.55% | 0.00% | 20:48 | 12:52 | 16:57 | 18:49 | 23:12 | 60:02 | 06:15 | 04:37 |
 | Morbid Mask | 23 | 6.15% | 76.2 | 65.22% | +15.65% | +1.45% | +18.11% | 2.39% | 28:48 | 13:44 | 22:10 | 27:57 | 29:09 | 58:03 | 06:59 | 05:10 |
 | Glimmer Cape | 27 | 7.22% | 74.6 | 62.96% | +13.39% | +8.47% | -5.82% | -1.73% | 26:18 | 16:02 | 20:57 | 24:52 | 29:13 | 43:34 | 08:16 | 06:07 |
 | Ring of Basilius | 34 | 9.09% | 73.0 | 58.82% | +9.11% | -3.26% | +28.68% | 2.41% | 22:53 | 09:34 | 15:08 | 19:34 | 28:24 | 58:03 | 13:16 | 09:49 |
 | Wraith Pact | 14 | 3.74% | 71.4 | 71.43% | +21.71% | -21.43% | +28.57% | 0.00% | 32:14 | 18:38 | 27:02 | 31:43 | 35:46 | 52:38 | 08:44 | 06:28 |
 | Lotus Orb | 22 | 5.88% | 69.8 | 63.64% | +13.92% | +3.03% | -43.64% | -4.11% | 35:38 | 24:57 | 29:38 | 34:20 | 40:59 | 55:55 | 11:21 | 08:24 |
 | Soul Ring | 51 | 13.64% | 68.3 | 52.94% | +2.79% | +8.60% | -6.79% | -3.05% | 14:49 | 06:58 | 11:17 | 13:33 | 16:20 | 36:53 | 05:03 | 03:44 |
 | Pipe of Insight | 7 | 1.87% | 66.7 | 85.71% | +35.85% | -35.71% | +14.29% | 0.00% | 26:55 | 21:39 | 22:47 | 27:38 | 28:37 | 34:03 | 05:50 | 04:19 |
 | Vladmir's Offering | 21 | 5.61% | 65.1 | 61.90% | +12.04% | -1.90% | +18.10% | 2.67% | 29:48 | 15:51 | 22:58 | 28:11 | 30:28 | 58:03 | 07:30 | 05:33 |
 | Hood of Defiance | 19 | 5.08% | 63.5 | 63.16% | +13.30% | -3.16% | +16.84% | 3.38% | 20:06 | 15:17 | 16:30 | 19:48 | 22:25 | 26:51 | 05:55 | 04:22 |
 | Headdress | 11 | 2.94% | 61.9 | 72.73% | +22.87% | -6.06% | +27.27% | 0.00% | 15:20 | -01:29 | -01:28 | 16:54 | 23:49 | 43:47 | 25:17 | 18:43 |
 | Orchid Malevolence | 11 | 2.94% | 60.3 | 72.73% | +22.87% | +27.27% | -39.40% | 0.00% | 25:24 | 12:46 | 21:45 | 24:35 | 26:02 | 49:00 | 04:17 | 03:10 |
 | Buckler | 27 | 7.22% | 58.7 | 55.56% | +5.42% | -12.70% | +15.87% | 2.55% | 25:15 | 10:23 | 17:51 | 21:41 | 29:03 | 58:03 | 11:12 | 08:17 |
 | Ghost Scepter | 45 | 12.03% | 57.1 | 48.89% | -1.87% | -3.44% | -21.62% | -2.07% | 33:49 | 18:48 | 29:24 | 33:13 | 38:11 | 50:20 | 08:47 | 06:30 |
 | Eul's Scepter of Divinity | 23 | 6.15% | 55.6 | 56.52% | +6.38% | -6.52% | +10.15% | 1.70% | 29:12 | 18:00 | 22:34 | 28:08 | 32:22 | 45:44 | 09:48 | 07:15 |
 | Sange | 14 | 3.74% | 54.0 | 64.29% | +14.29% | -39.29% | +2.38% | 0.00% | 30:56 | 19:18 | 24:36 | 27:36 | 39:23 | 46:55 | 14:47 | 10:57 |
 | Heaven's Halberd | 12 | 3.21% | 52.4 | 66.67% | +16.67% | -33.34% | +33.33% | 0.00% | 35:18 | 23:37 | 27:44 | 33:36 | 37:33 | 52:40 | 09:49 | 07:16 |
 | Urn of Shadows | 60 | 16.04% | 50.8 | 45.00% | -6.59% | +15.00% | -5.00% | -5.53% | 11:43 | 03:52 | 09:50 | 12:13 | 13:27 | 18:43 | 03:37 | 02:40 |
 | Chainmail | 24 | 6.42% | 49.2 | 50.00% | -0.57% | 0.00% | +16.67% | 1.52% | 21:03 | 06:09 | 12:35 | 18:48 | 23:35 | 60:35 | 11:00 | 08:08 |
 | Spirit Vessel | 22 | 5.88% | 47.6 | 50.00% | -0.57% | +16.67% | -30.00% | -7.02% | 21:39 | 15:08 | 18:28 | 21:35 | 25:07 | 31:21 | 06:39 | 04:55 |
 | Kaya | 3 | 0.80% | 46.0 | 100.00% | +49.87% | 0.00% | 0.00% | 0.00% | 35:20 | 31:37 | 31:37 | 35:20 | 39:02 | 39:02 | 07:25 | 05:29 |
 | Bracer | 36 | 9.63% | 44.4 | 41.67% | -9.81% | -8.34% | +13.89% | 2.14% | 17:27 | 01:35 | 12:42 | 15:22 | 23:04 | 39:39 | 10:22 | 07:40 |
 | Arcane Boots | 6 | 1.60% | 42.9 | 66.67% | +16.40% | -16.67% | -66.67% | 0.00% | 21:52 | 12:02 | 12:35 | 14:30 | 33:08 | 38:29 | 20:33 | 15:13 |
 | Boots of Bearing | 6 | 1.60% | 41.3 | 66.67% | +16.40% | +33.33% | -66.67% | 0.00% | 39:15 | 25:32 | 31:31 | 32:02 | 42:41 | 1:04:17 | 11:10 | 08:16 |
 | Bottle | 4 | 1.07% | 39.7 | 75.00% | +24.73% | -75.00% | +25.00% | 0.00% | 13:07 | 01:12 | 01:12 | 01:29 | 01:42 | 48:06 | 00:30 | 00:22 |
 | Blink Dagger | 13 | 3.48% | 38.1 | 46.15% | -4.54% | +20.52% | -46.15% | 0.00% | 38:04 | 21:10 | 28:25 | 38:38 | 42:35 | 52:45 | 14:10 | 10:29 |
 | Scythe of Vyse | 2 | 0.53% | 36.5 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 58:34 | 54:48 | 54:48 | 1:02:19 | 1:02:19 | 1:02:19 | 07:31 | 05:34 |
 | Crown | 15 | 4.01% | 34.9 | 40.00% | -10.97% | +10.00% | -15.00% | -2.05% | 25:08 | 12:31 | 14:43 | 22:44 | 26:56 | 1:13:52 | 12:13 | 09:02 |
 | Veil of Discord | 8 | 2.14% | 33.3 | 50.00% | -0.55% | 0.00% | 0.00% | 0.00% | 22:38 | 16:21 | 17:06 | 22:09 | 25:43 | 28:33 | 08:37 | 06:22 |
 | Null Talisman | 5 | 1.34% | 31.7 | 60.00% | +9.59% | +40.00% | -60.00% | 0.00% | 31:08 | 13:46 | 13:46 | 27:11 | 37:29 | 50:40 | 23:43 | 17:34 |
 | Phase Boots | 5 | 1.34% | 30.2 | 60.00% | +9.59% | +40.00% | -60.00% | 0.00% | 11:39 | 06:49 | 06:49 | 08:58 | 16:20 | 18:55 | 09:31 | 07:02 |
 | Medallion of Courage | 10 | 2.67% | 28.6 | 40.00% | -10.82% | +26.67% | +10.00% | 0.00% | 20:59 | 11:25 | 17:26 | 19:51 | 22:12 | 33:37 | 04:46 | 03:31 |
 | Blight Stone | 10 | 2.67% | 27.0 | 40.00% | -10.82% | +26.67% | +10.00% | 0.00% | 20:34 | 11:25 | 17:26 | 19:02 | 22:12 | 33:37 | 04:46 | 03:31 |
 | Aeon Disk | 6 | 1.60% | 25.4 | 50.00% | -0.54% | 0.00% | -50.00% | 0.00% | 47:09 | 38:22 | 41:09 | 42:54 | 55:24 | 56:06 | 14:15 | 10:33 |
 | Falcon Blade | 3 | 0.80% | 23.8 | 66.67% | +16.27% | +33.33% | 0.00% | 0.00% | 13:53 | 12:16 | 12:16 | 12:58 | 16:26 | 16:26 | 04:10 | 03:05 |
 | Helm of Iron Will | 4 | 1.07% | 22.2 | 50.00% | -0.54% | +50.00% | -50.00% | 0.00% | 25:02 | 19:55 | 19:55 | 21:43 | 27:16 | 31:12 | 07:21 | 05:26 |
 | Blade Mail | 4 | 1.07% | 20.6 | 50.00% | -0.54% | -50.00% | -50.00% | 0.00% | 32:08 | 15:36 | 15:36 | 19:05 | 33:17 | 60:35 | 17:41 | 13:05 |
 | Kaya and Sange | 1 | 0.27% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.27% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Vanguard | 6 | 1.60% | 15.9 | 33.33% | -17.49% | -33.33% | -33.33% | 0.00% | 19:48 | 17:27 | 17:33 | 18:23 | 22:15 | 22:51 | 04:42 | 03:28 |
 | Linken's Sphere | 2 | 0.53% | 14.3 | 50.00% | -0.54% | +50.00% | 0.00% | 0.00% | 41:54 | 40:31 | 40:31 | 43:17 | 43:17 | 43:17 | 02:46 | 02:02 |
 | Mekansm | 2 | 0.53% | 12.7 | 50.00% | -0.54% | -50.00% | 0.00% | 0.00% | 34:45 | 25:43 | 25:43 | 43:47 | 43:47 | 43:47 | 18:04 | 13:22 |
 | Crimson Guard | 2 | 0.53% | 11.1 | 50.00% | -0.54% | +50.00% | 0.00% | 0.00% | 26:45 | 21:45 | 21:45 | 31:45 | 31:45 | 31:45 | 10:00 | 07:24 |
 | Solar Crest | 5 | 1.34% | 9.5 | 20.00% | -30.95% | -20.00% | -20.00% | 0.00% | 26:25 | 16:06 | 16:06 | 26:50 | 27:43 | 37:09 | 11:37 | 08:36 |
 | Wraith Band | 2 | 0.53% | 7.9 | 0.00% | -50.81% | 0.00% | 0.00% | 0.00% | 12:46 | -01:29 | -01:29 | 27:00 | 27:00 | 27:00 | 28:29 | 21:05 |
 | Guardian Greaves | 1 | 0.27% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.27% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Dagon | 1 | 0.27% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:52 | 1:13:52 | 1:13:52 | 1:13:52 | 1:13:52 | 1:13:52 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.27% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |