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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 | |
 | Ring of Health | 14 | 13.73% | 100.0 | 85.71% | +34.57% | -10.71% | -19.04% | -0.56% | 25:03 | 08:17 | 16:46 | 23:00 | 31:35 | 38:34 | 14:49 | 10:58 |
 | Aghanim's Shard | 68 | 66.67% | 97.9 | 66.18% | +30.89% | +16.17% | -19.12% | -7.06% | 22:29 | 15:01 | 19:14 | 22:29 | 24:14 | 36:22 | 05:00 | 03:42 |
 | Assault Cuirass | 31 | 30.39% | 95.8 | 70.97% | +21.67% | +4.03% | -8.47% | -1.34% | 31:35 | 20:30 | 26:28 | 30:24 | 35:48 | 55:46 | 09:20 | 06:54 |
 | Boots of Bearing | 35 | 34.31% | 93.8 | 68.57% | +19.32% | -13.01% | -1.90% | 1.19% | 30:59 | 19:16 | 24:57 | 29:20 | 34:16 | 50:30 | 09:19 | 06:54 |
 | Drum of Endurance | 67 | 65.69% | 91.7 | 62.69% | +19.83% | +7.90% | -3.87% | -1.74% | 18:07 | 08:02 | 14:06 | 17:25 | 20:53 | 33:55 | 06:47 | 05:01 |
 | Magic Wand | 82 | 80.39% | 89.6 | 58.54% | +13.54% | +8.13% | -3.54% | -1.77% | 04:36 | -01:29 | -01:26 | 05:34 | 08:01 | 15:48 | 09:27 | 07:00 |
 | Morbid Mask | 92 | 90.20% | 87.5 | 57.61% | +17.61% | -1.09% | -9.78% | -2.33% | 12:56 | 06:52 | 10:29 | 12:15 | 14:13 | 26:27 | 03:44 | 02:45 |
 | Vladmir's Offering | 92 | 90.20% | 85.4 | 57.61% | +17.61% | -5.44% | -5.44% | 0.00% | 14:09 | 08:56 | 11:49 | 13:04 | 15:17 | 28:17 | 03:28 | 02:34 |
 | Buckler | 96 | 94.12% | 83.3 | 57.29% | +23.96% | -7.29% | -3.12% | 0.87% | 10:14 | 02:41 | 07:21 | 08:55 | 12:07 | 36:26 | 04:46 | 03:31 |
 | Ring of Protection | 98 | 96.08% | 81.3 | 57.14% | +32.14% | +10.86% | +1.19% | -1.90% | 09:12 | -01:29 | 06:17 | 08:02 | 11:22 | 36:26 | 05:05 | 03:45 |
 | Headdress | 8 | 7.84% | 79.2 | 87.50% | +34.31% | +12.50% | +12.50% | 0.00% | 19:37 | -01:22 | 15:52 | 21:12 | 24:22 | 31:16 | 08:30 | 06:17 |
 | Wraith Pact | 81 | 79.41% | 77.1 | 58.02% | +10.40% | +6.98% | -13.02% | -4.40% | 18:57 | 12:35 | 15:39 | 18:01 | 20:12 | 32:38 | 04:33 | 03:22 |
 | Boots of Speed | 102 | 100.00% | 75.0 | 55.88% | +55.88% | +9.50% | -7.88% | -5.04% | 05:46 | -01:29 | 03:37 | 05:26 | 07:04 | 20:04 | 03:27 | 02:33 |
 | Ring of Basilius | 95 | 93.14% | 72.9 | 55.79% | -1.35% | -5.79% | -14.12% | -1.47% | 07:45 | -01:29 | 04:11 | 07:09 | 09:51 | 24:22 | 05:40 | 04:11 |
 | Magic Stick | 68 | 66.67% | 70.8 | 57.35% | +4.41% | -4.41% | +7.36% | 3.84% | 02:10 | -01:29 | -01:29 | 01:30 | 04:33 | 11:49 | 06:02 | 04:28 |
 | Wind Lace | 89 | 87.25% | 68.8 | 55.06% | -6.48% | -0.51% | +4.03% | 0.62% | 09:11 | 01:15 | 04:31 | 06:46 | 11:50 | 38:06 | 07:19 | 05:25 |
 | Hood of Defiance | 10 | 9.80% | 66.7 | 80.00% | +26.74% | -13.33% | -30.00% | -1.63% | 21:25 | 08:42 | 15:35 | 20:23 | 25:47 | 36:06 | 10:12 | 07:33 |
 | Tranquil Boots | 78 | 76.47% | 64.6 | 55.13% | -3.20% | -0.13% | -2.50% | -0.25% | 12:14 | 02:52 | 05:45 | 08:09 | 15:09 | 50:30 | 09:24 | 06:57 |
 | Null Talisman | 62 | 60.78% | 62.5 | 53.23% | -6.77% | -21.98% | +13.44% | 27.96% | 02:30 | -01:29 | 01:37 | 02:09 | 02:53 | 08:28 | 01:16 | 00:56 |
 | Blight Stone | 19 | 18.63% | 60.4 | 63.16% | +8.94% | +16.84% | -3.16% | -3.10% | 07:57 | -01:29 | 02:05 | 07:46 | 08:32 | 22:56 | 06:27 | 04:46 |
 | Black King Bar | 15 | 14.71% | 58.3 | 66.67% | +12.65% | -16.67% | -16.67% | 0.00% | 31:00 | 20:57 | 24:36 | 30:27 | 33:36 | 43:10 | 09:00 | 06:40 |
 | Pipe of Insight | 6 | 5.88% | 56.3 | 83.33% | +29.16% | -33.33% | +16.67% | 0.00% | 25:33 | 19:33 | 23:39 | 25:47 | 26:54 | 31:35 | 03:15 | 02:24 |
 | Linken's Sphere | 3 | 2.94% | 54.2 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 35:54 | 31:32 | 31:32 | 37:24 | 38:45 | 38:45 | 07:13 | 05:20 |
 | Void Stone | 10 | 9.80% | 52.1 | 60.00% | +4.57% | -60.00% | +40.00% | 14.67% | 28:01 | 07:01 | 28:29 | 30:59 | 35:18 | 38:34 | 06:49 | 05:02 |
 | Aghanim's Scepter | 18 | 17.65% | 50.0 | 50.00% | -7.14% | -10.00% | -25.00% | -1.59% | 27:55 | 19:28 | 21:24 | 27:29 | 30:49 | 45:43 | 09:25 | 06:58 |
 | Bracer | 2 | 1.96% | 47.9 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 03:20 | 03:13 | 03:13 | 03:26 | 03:26 | 03:26 | 00:13 | 00:09 |
 | Chainmail | 5 | 4.90% | 45.8 | 60.00% | +4.33% | +40.00% | +40.00% | 0.00% | 17:44 | 11:10 | 11:10 | 18:17 | 20:14 | 25:26 | 09:04 | 06:42 |
 | Quelling Blade | 10 | 9.80% | 43.8 | 40.00% | -17.61% | -6.67% | +10.00% | 16.67% | 00:21 | -01:29 | -01:29 | -01:29 | 01:37 | 07:19 | 03:06 | 02:17 |
 | Sange | 3 | 2.94% | 41.7 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 30:41 | 27:09 | 27:09 | 30:48 | 34:07 | 34:07 | 06:58 | 05:09 |
 | Heaven's Halberd | 3 | 2.94% | 39.6 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 32:29 | 29:45 | 29:45 | 33:28 | 34:15 | 34:15 | 04:30 | 03:20 |
 | Phase Boots | 1 | 0.98% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.98% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.98% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.98% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.98% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Radiance | 1 | 0.98% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 4.90% | 25.0 | 40.00% | -16.70% | +60.00% | -40.00% | 0.00% | 10:16 | 04:05 | 04:05 | 05:38 | 11:02 | 26:18 | 06:57 | 05:08 |
 | Solar Crest | 3 | 2.94% | 22.9 | 33.33% | -23.24% | -33.33% | 0.00% | 0.00% | 28:01 | 21:43 | 21:43 | 29:32 | 32:48 | 32:48 | 11:05 | 08:12 |
 | Medallion of Courage | 3 | 2.94% | 20.8 | 33.33% | -23.24% | -33.33% | 0.00% | 0.00% | 19:35 | 13:33 | 13:33 | 18:17 | 26:55 | 26:55 | 13:22 | 09:54 |
 | Crown | 3 | 2.94% | 18.8 | 33.33% | -23.24% | -33.33% | 0.00% | 0.00% | 26:29 | 21:43 | 21:43 | 28:13 | 29:30 | 29:30 | 07:47 | 05:45 |
 | Scythe of Vyse | 3 | 2.94% | 16.7 | 33.33% | -23.24% | -33.33% | 0.00% | 0.00% | 32:28 | 28:29 | 28:29 | 32:22 | 36:33 | 36:33 | 08:04 | 05:58 |
 | Orchid Malevolence | 3 | 2.94% | 14.6 | 33.33% | -23.24% | -33.33% | 0.00% | 0.00% | 21:59 | 12:11 | 12:11 | 18:28 | 35:18 | 35:18 | 23:07 | 17:07 |
 | Spirit Vessel | 4 | 3.92% | 12.5 | 25.00% | -32.14% | +75.00% | -25.00% | 0.00% | 17:49 | 11:44 | 11:44 | 12:32 | 15:42 | 31:17 | 03:58 | 02:56 |
 | Dragon Lance | 1 | 0.98% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.98% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.98% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 2.94% | 4.2 | 0.00% | -57.58% | 0.00% | 0.00% | 0.00% | 27:39 | 03:33 | 03:33 | 32:01 | 47:23 | 47:23 | 43:50 | 32:28 |
 | Force Staff | 2 | 1.96% | 2.1 | 0.00% | -57.00% | 0.00% | 0.00% | 0.00% | 41:00 | 34:36 | 34:36 | 47:23 | 47:23 | 47:23 | 12:47 | 09:28 |