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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 | |
 | Holy Locket | 22 | 33.33% | 100.0 | 77.27% | +31.82% | -10.60% | +2.73% | 1.81% | 25:35 | 17:25 | 20:52 | 22:21 | 28:15 | 43:17 | 07:23 | 05:28 |
 | Headdress | 23 | 34.85% | 97.4 | 73.91% | +27.40% | -40.58% | +26.09% | 7.21% | 19:30 | -01:22 | 13:47 | 18:18 | 23:02 | 42:38 | 09:15 | 06:51 |
 | Drum of Endurance | 19 | 28.79% | 94.9 | 73.68% | +24.74% | -13.68% | -13.68% | 0.00% | 27:11 | 12:52 | 20:19 | 27:38 | 29:42 | 40:05 | 09:23 | 06:57 |
 | Boots of Bearing | 8 | 12.12% | 92.3 | 87.50% | +35.78% | +12.50% | +12.50% | 0.00% | 39:59 | 31:16 | 31:24 | 42:09 | 43:41 | 46:39 | 12:17 | 09:05 |
 | Tranquil Boots | 57 | 86.36% | 89.7 | 59.65% | +26.32% | -9.65% | +11.78% | 3.43% | 15:42 | 07:06 | 11:58 | 14:13 | 18:13 | 40:39 | 06:15 | 04:37 |
 | Magic Stick | 65 | 98.48% | 87.2 | 56.92% | +56.92% | -0.67% | -6.92% | -0.97% | 04:04 | -01:29 | -01:29 | 02:46 | 07:57 | 19:18 | 09:26 | 06:59 |
 | Wind Lace | 61 | 92.42% | 84.6 | 57.38% | +17.38% | -4.05% | +9.29% | 1.91% | 11:06 | -01:29 | 06:44 | 09:55 | 13:43 | 37:25 | 06:59 | 05:10 |
 | Boots of Speed | 66 | 100.00% | 82.1 | 56.06% | +56.06% | +2.76% | +12.69% | 2.43% | 09:27 | -01:29 | 08:05 | 09:42 | 12:10 | 17:21 | 04:05 | 03:01 |
 | Ring of Basilius | 12 | 18.18% | 79.5 | 75.00% | +23.15% | -8.33% | +25.00% | 1.71% | 23:46 | 02:01 | 12:26 | 17:23 | 31:56 | 57:01 | 19:30 | 14:26 |
 | Fluffy Hat | 43 | 65.15% | 76.9 | 58.14% | +5.97% | -3.59% | +14.59% | 2.69% | 17:52 | 06:41 | 13:09 | 15:48 | 19:55 | 38:42 | 06:46 | 05:00 |
 | Magic Wand | 58 | 87.88% | 74.4 | 55.17% | -7.33% | +4.83% | +1.97% | -0.51% | 14:12 | 03:12 | 10:50 | 13:37 | 16:24 | 43:21 | 05:34 | 04:07 |
 | Ring of Protection | 16 | 24.24% | 71.8 | 62.50% | +8.50% | -12.50% | +12.50% | 2.21% | 21:51 | -01:29 | 16:18 | 21:32 | 27:38 | 57:00 | 11:20 | 08:23 |
 | Morbid Mask | 8 | 12.12% | 69.2 | 75.00% | +21.55% | -25.00% | +25.00% | 9.65% | 34:26 | 27:10 | 28:11 | 30:04 | 33:22 | 57:01 | 05:11 | 03:50 |
 | Vladmir's Offering | 8 | 12.12% | 66.7 | 75.00% | +21.55% | -25.00% | +25.00% | 9.74% | 35:32 | 27:28 | 30:09 | 32:19 | 35:17 | 57:01 | 05:08 | 03:48 |
 | Buckler | 12 | 18.18% | 64.1 | 66.67% | +12.97% | 0.00% | +33.33% | 3.94% | 26:07 | 16:18 | 19:10 | 21:52 | 27:38 | 57:01 | 08:28 | 06:16 |
 | Arcane Boots | 12 | 18.18% | 61.5 | 66.67% | +12.97% | 0.00% | 0.00% | 0.00% | 18:36 | 10:55 | 12:56 | 17:02 | 19:30 | 41:34 | 06:34 | 04:51 |
 | Force Staff | 14 | 21.21% | 59.0 | 50.00% | -7.69% | -25.00% | +16.67% | 7.35% | 28:51 | 22:01 | 25:53 | 27:16 | 31:33 | 36:46 | 05:40 | 04:11 |
 | Aghanim's Scepter | 4 | 6.06% | 56.4 | 75.00% | +20.16% | -75.00% | +25.00% | 0.00% | 34:19 | 28:12 | 28:12 | 32:09 | 36:43 | 40:10 | 08:31 | 06:18 |
 | Crown | 6 | 9.09% | 53.8 | 50.00% | -6.67% | +50.00% | +50.00% | 0.00% | 23:33 | 17:26 | 18:25 | 24:13 | 26:14 | 30:38 | 07:49 | 05:47 |
 | Helm of the Dominator | 3 | 4.55% | 51.3 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 31:04 | 29:44 | 29:44 | 29:52 | 33:36 | 33:36 | 03:52 | 02:51 |
 | Helm of Iron Will | 3 | 4.55% | 48.7 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 25:41 | 24:06 | 24:06 | 25:01 | 27:56 | 27:56 | 03:50 | 02:50 |
 | Orb of Venom | 8 | 12.12% | 46.2 | 37.50% | -21.12% | +12.50% | -37.50% | -50.00% | 00:04 | -01:29 | -01:29 | -01:29 | 02:13 | 03:02 | 03:42 | 02:44 |
 | Aether Lens | 4 | 6.06% | 43.6 | 50.00% | -6.45% | +50.00% | -50.00% | 0.00% | 27:27 | 25:57 | 25:57 | 26:57 | 27:44 | 29:08 | 01:47 | 01:19 |
 | Blink Dagger | 1 | 1.52% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 |
 | Radiance | 1 | 1.52% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:43 | 56:43 | 56:43 | 56:43 | 56:43 | 56:43 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.52% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Medallion of Courage | 6 | 9.09% | 33.3 | 33.33% | -25.00% | -33.33% | -33.33% | 0.00% | 25:31 | 20:28 | 21:18 | 22:20 | 26:41 | 38:38 | 05:23 | 03:59 |
 | Chainmail | 6 | 9.09% | 30.8 | 33.33% | -25.00% | +16.67% | -33.33% | 0.00% | 24:58 | 18:59 | 20:44 | 21:08 | 26:41 | 38:38 | 05:57 | 04:24 |
 | Blight Stone | 6 | 9.09% | 28.2 | 33.33% | -25.00% | -33.33% | -33.33% | 0.00% | 25:23 | 20:15 | 21:18 | 21:45 | 26:41 | 38:38 | 05:23 | 03:59 |
 | Void Stone | 6 | 9.09% | 25.6 | 33.33% | -25.00% | +16.67% | -33.33% | 0.00% | 25:40 | 18:30 | 24:18 | 25:18 | 27:44 | 31:38 | 03:26 | 02:32 |
 | Solar Crest | 2 | 3.03% | 23.1 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 30:42 | 30:12 | 30:12 | 31:12 | 31:12 | 31:12 | 01:00 | 00:44 |
 | Glimmer Cape | 2 | 3.03% | 20.5 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 31:18 | 26:53 | 26:53 | 35:43 | 35:43 | 35:43 | 08:50 | 06:32 |
 | Quelling Blade | 4 | 6.06% | 17.9 | 25.00% | -33.06% | -25.00% | -25.00% | 0.00% | 11:23 | 06:28 | 06:28 | 09:41 | 12:31 | 16:52 | 06:03 | 04:28 |
 | Lotus Orb | 1 | 1.52% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.52% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.03% | 10.3 | 0.00% | -57.81% | 0.00% | 0.00% | 0.00% | 32:02 | 31:18 | 31:18 | 32:45 | 32:45 | 32:45 | 01:27 | 01:04 |
 | Aghanim's Shard | 1 | 1.52% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.52% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Bracer | 3 | 4.55% | 2.6 | 0.00% | -58.73% | 0.00% | 0.00% | 0.00% | 23:33 | 18:29 | 18:29 | 20:13 | 31:56 | 31:56 | 13:27 | 09:57 |