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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 | |
 | Assault Cuirass | 19 | 30.65% | 100.0 | 84.21% | +33.05% | +15.79% | -4.21% | -2.74% | 31:13 | 20:30 | 26:28 | 29:35 | 33:46 | 55:46 | 07:18 | 05:24 |
 | Boots of Bearing | 19 | 30.65% | 97.8 | 78.95% | +25.46% | -18.95% | +1.05% | 2.24% | 30:58 | 21:55 | 24:38 | 29:20 | 33:34 | 50:30 | 08:56 | 06:37 |
 | Aghanim's Shard | 42 | 67.74% | 95.7 | 69.05% | +24.05% | +21.86% | -29.05% | -9.85% | 21:48 | 15:01 | 18:48 | 21:21 | 23:58 | 34:07 | 05:10 | 03:49 |
 | Drum of Endurance | 40 | 64.52% | 93.5 | 67.50% | +17.50% | +22.50% | -17.50% | -5.97% | 18:35 | 08:02 | 14:58 | 17:26 | 21:40 | 33:55 | 06:42 | 04:57 |
 | Buckler | 59 | 95.16% | 91.3 | 62.71% | +29.38% | -9.38% | -2.71% | 1.48% | 10:18 | 03:16 | 07:33 | 08:59 | 12:03 | 36:26 | 04:30 | 03:20 |
 | Ring of Protection | 61 | 98.39% | 89.1 | 62.30% | +62.30% | +11.03% | +4.37% | -1.48% | 09:15 | -01:29 | 06:32 | 08:23 | 11:02 | 36:26 | 04:30 | 03:20 |
 | Boots of Speed | 62 | 100.00% | 87.0 | 61.29% | +61.29% | +13.71% | -7.96% | -7.07% | 05:39 | -01:29 | 03:53 | 05:27 | 06:57 | 20:04 | 03:04 | 02:16 |
 | Magic Wand | 51 | 82.26% | 84.8 | 62.75% | +8.20% | +6.48% | -8.90% | -2.49% | 04:58 | -01:29 | 01:31 | 05:37 | 07:42 | 15:48 | 06:11 | 04:34 |
 | Magic Stick | 44 | 70.97% | 82.6 | 63.64% | +8.08% | +9.09% | +9.09% | 0.00% | 02:05 | -01:29 | -01:29 | 01:27 | 04:33 | 09:50 | 06:02 | 04:28 |
 | Morbid Mask | 57 | 91.94% | 80.4 | 61.40% | +1.40% | +10.03% | -11.40% | -5.90% | 12:42 | 06:52 | 10:25 | 12:13 | 14:03 | 23:19 | 03:38 | 02:41 |
 | Vladmir's Offering | 57 | 91.94% | 78.3 | 61.40% | +1.40% | +10.03% | -11.40% | -5.84% | 13:58 | 08:56 | 11:37 | 12:48 | 15:17 | 23:33 | 03:40 | 02:42 |
 | Null Talisman | 39 | 62.90% | 76.1 | 64.10% | +7.58% | -24.10% | +5.90% | 24.00% | 02:35 | -01:29 | 01:37 | 02:00 | 02:52 | 08:28 | 01:15 | 00:55 |
 | Ring of Basilius | 58 | 93.55% | 73.9 | 60.34% | -14.66% | -20.34% | -3.20% | 3.14% | 07:22 | -01:29 | 04:11 | 07:03 | 09:38 | 18:42 | 05:27 | 04:02 |
 | Wind Lace | 53 | 85.48% | 71.7 | 60.38% | -6.29% | +1.16% | +16.54% | 2.04% | 10:08 | 01:15 | 05:08 | 06:40 | 12:40 | 38:06 | 07:32 | 05:34 |
 | Wraith Pact | 48 | 77.42% | 69.6 | 60.42% | -3.87% | +6.25% | -18.75% | -5.34% | 18:33 | 12:35 | 15:31 | 17:29 | 20:12 | 31:58 | 04:41 | 03:28 |
 | Ring of Health | 10 | 16.13% | 67.4 | 80.00% | +22.31% | -13.33% | -30.00% | -1.13% | 25:07 | 13:39 | 16:46 | 22:05 | 31:35 | 38:34 | 14:49 | 10:58 |
 | Black King Bar | 12 | 19.35% | 65.2 | 75.00% | +17.00% | -41.67% | -8.33% | 3.95% | 29:43 | 20:57 | 22:53 | 29:28 | 31:20 | 43:10 | 08:27 | 06:15 |
 | Tranquil Boots | 44 | 70.97% | 63.0 | 59.09% | -7.58% | +13.64% | -4.54% | -2.73% | 12:56 | 03:04 | 06:25 | 07:43 | 13:05 | 50:30 | 06:40 | 04:56 |
 | Headdress | 7 | 11.29% | 60.9 | 85.71% | +27.53% | +14.29% | +14.29% | 0.00% | 19:23 | -01:22 | 15:52 | 23:28 | 24:22 | 31:16 | 08:30 | 06:17 |
 | Blight Stone | 13 | 20.97% | 58.7 | 69.23% | +10.05% | +30.77% | -35.90% | -35.09% | 09:17 | 00:58 | 06:46 | 08:08 | 08:40 | 18:40 | 01:54 | 01:24 |
 | Hood of Defiance | 8 | 12.90% | 56.5 | 75.00% | +15.74% | -25.00% | -25.00% | 0.00% | 22:48 | 13:39 | 15:35 | 20:23 | 25:47 | 36:06 | 10:12 | 07:33 |
 | Pipe of Insight | 5 | 8.06% | 54.3 | 80.00% | +20.35% | +20.00% | +20.00% | 0.00% | 25:17 | 19:33 | 19:33 | 25:47 | 25:51 | 31:35 | 06:18 | 04:40 |
 | Linken's Sphere | 2 | 3.23% | 52.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 35:09 | 31:32 | 31:32 | 38:45 | 38:45 | 38:45 | 07:13 | 05:20 |
 | Bracer | 2 | 3.23% | 50.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 03:20 | 03:13 | 03:13 | 03:26 | 03:26 | 03:26 | 00:13 | 00:09 |
 | Quelling Blade | 8 | 12.90% | 47.8 | 50.00% | -12.96% | 0.00% | 0.00% | 0.00% | 00:48 | -01:29 | -01:29 | -01:29 | 01:37 | 07:19 | 03:06 | 02:17 |
 | Aghanim's Scepter | 8 | 12.90% | 45.7 | 50.00% | -12.96% | 0.00% | -50.00% | -5.32% | 28:05 | 19:28 | 20:27 | 27:29 | 29:51 | 45:43 | 09:24 | 06:57 |
 | Void Stone | 5 | 8.06% | 43.5 | 60.00% | -1.40% | -60.00% | +40.00% | 0.00% | 29:02 | 10:02 | 10:02 | 31:32 | 36:33 | 38:34 | 26:31 | 19:38 |
 | Sange | 3 | 4.84% | 41.3 | 66.67% | +5.65% | -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 | 4.84% | 39.1 | 66.67% | +5.65% | -66.67% | 0.00% | 0.00% | 32:29 | 29:45 | 29:45 | 33:28 | 34:15 | 34:15 | 04:30 | 03:20 |
 | Chainmail | 3 | 4.84% | 37.0 | 66.67% | +5.65% | +33.33% | 0.00% | 0.00% | 16:34 | 11:10 | 11:10 | 18:17 | 20:14 | 20:14 | 09:04 | 06:42 |
 | Radiance | 1 | 1.61% | 34.8 | 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 |
 | Witch Blade | 1 | 1.61% | 32.6 | 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 |
 | Wraith Band | 1 | 1.61% | 30.4 | 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 |
 | Phase Boots | 1 | 1.61% | 28.3 | 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 |
 | Scythe of Vyse | 2 | 3.23% | 26.1 | 50.00% | -11.67% | -50.00% | 0.00% | 0.00% | 32:31 | 28:29 | 28:29 | 36:33 | 36:33 | 36:33 | 08:04 | 05:58 |
 | Spirit Vessel | 4 | 6.45% | 23.9 | 25.00% | -38.79% | +75.00% | -25.00% | 0.00% | 17:49 | 11:44 | 11:44 | 12:32 | 15:42 | 31:17 | 03:58 | 02:56 |
 | Urn of Shadows | 4 | 6.45% | 21.7 | 25.00% | -38.79% | +75.00% | -25.00% | 0.00% | 11:49 | 04:19 | 04:19 | 05:38 | 11:02 | 26:18 | 06:43 | 04:58 |
 | Dragon Lance | 1 | 1.61% | 19.6 | 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 |
 | Crown | 1 | 1.61% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.61% | 15.2 | 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 |
 | Solar Crest | 1 | 1.61% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.61% | 10.9 | 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 |
 | Fluffy Hat | 3 | 4.84% | 8.7 | 0.00% | -64.41% | 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 | 3.23% | 6.5 | 0.00% | -63.33% | 0.00% | 0.00% | 0.00% | 41:00 | 34:36 | 34:36 | 47:23 | 47:23 | 47:23 | 12:47 | 09:28 |
 | Orchid Malevolence | 1 | 1.61% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.61% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 |