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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 | |
 | Blink Dagger | 23 | 10.00% | 100.0 | 91.30% | +39.13% | +8.70% | -24.63% | -3.55% | 33:47 | 21:17 | 27:40 | 32:19 | 37:04 | 54:49 | 09:24 | 06:57 |
 | Magic Stick | 208 | 90.43% | 97.0 | 57.69% | +16.78% | -11.54% | -3.84% | 1.49% | 03:38 | -01:30 | -01:28 | 02:43 | 06:38 | 16:40 | 08:06 | 06:00 |
 | Magic Wand | 129 | 56.09% | 93.9 | 59.69% | +8.20% | +2.81% | -6.56% | -1.91% | 11:39 | 02:02 | 08:43 | 11:03 | 13:37 | 33:40 | 04:54 | 03:37 |
 | Void Stone | 140 | 60.87% | 90.9 | 58.57% | +6.35% | -1.43% | -4.28% | -0.43% | 23:41 | 12:40 | 19:38 | 22:23 | 26:13 | 45:05 | 06:35 | 04:52 |
 | Aether Lens | 135 | 58.70% | 87.9 | 58.52% | +5.89% | +9.13% | -5.58% | -2.57% | 25:26 | 14:56 | 21:25 | 24:18 | 27:08 | 45:23 | 05:43 | 04:14 |
 | Glimmer Cape | 44 | 19.13% | 84.8 | 65.91% | +12.15% | +25.00% | -11.36% | -4.53% | 30:28 | 19:03 | 25:33 | 29:49 | 33:35 | 51:50 | 08:02 | 05:57 |
 | Boots of Speed | 230 | 100.00% | 81.8 | 56.09% | +56.09% | -0.92% | +7.07% | 1.95% | 07:33 | -01:29 | 05:43 | 07:56 | 09:49 | 14:31 | 04:06 | 03:02 |
 | Crown | 6 | 2.61% | 78.8 | 100.00% | +45.09% | 0.00% | 0.00% | 0.00% | 38:55 | 23:33 | 30:15 | 36:11 | 45:19 | 1:01:42 | 15:04 | 11:09 |
 | Arcane Boots | 118 | 51.30% | 75.8 | 55.93% | -0.32% | -9.26% | +6.14% | 3.15% | 16:13 | 08:11 | 12:46 | 14:35 | 17:39 | 41:53 | 04:53 | 03:37 |
 | Wind Lace | 152 | 66.09% | 72.7 | 54.61% | -4.36% | +0.65% | +0.65% | 0.00% | 10:38 | -01:29 | 06:07 | 09:41 | 13:46 | 37:32 | 07:39 | 05:40 |
 | Fluffy Hat | 94 | 40.87% | 69.7 | 56.38% | +0.50% | +6.12% | -4.21% | -0.79% | 19:30 | -01:29 | 13:11 | 16:10 | 26:15 | 48:10 | 13:04 | 09:40 |
 | Tranquil Boots | 122 | 53.04% | 66.7 | 53.28% | -5.98% | +4.78% | -13.28% | -1.80% | 17:09 | 05:56 | 12:00 | 14:49 | 22:01 | 37:37 | 10:01 | 07:25 |
 | Black King Bar | 8 | 3.48% | 63.6 | 87.50% | +32.55% | +12.50% | -37.50% | 0.00% | 42:09 | 33:29 | 35:07 | 39:17 | 42:44 | 54:18 | 07:37 | 05:38 |
 | Force Staff | 42 | 18.26% | 60.6 | 54.76% | -1.62% | +8.88% | -14.76% | -2.25% | 31:42 | 20:30 | 25:51 | 29:30 | 36:21 | 51:05 | 10:30 | 07:46 |
 | Ghost Scepter | 11 | 4.78% | 57.6 | 72.73% | +17.48% | -6.06% | -6.06% | 0.00% | 33:44 | 25:30 | 27:28 | 34:10 | 37:52 | 42:57 | 10:24 | 07:42 |
 | Aeon Disk | 6 | 2.61% | 54.5 | 83.33% | +27.97% | +16.67% | +16.67% | 0.00% | 47:13 | 37:21 | 45:17 | 45:46 | 53:19 | 55:14 | 08:02 | 05:57 |
 | Helm of Iron Will | 3 | 1.30% | 51.5 | 100.00% | +44.49% | 0.00% | 0.00% | 0.00% | 44:46 | 36:11 | 36:11 | 36:31 | 1:01:35 | 1:01:35 | 25:24 | 18:48 |
 | Helm of the Dominator | 3 | 1.30% | 48.5 | 100.00% | +44.49% | 0.00% | 0.00% | 0.00% | 46:47 | 36:31 | 36:31 | 37:04 | 1:06:46 | 1:06:46 | 30:15 | 22:24 |
 | Drum of Endurance | 4 | 1.74% | 45.5 | 75.00% | +19.25% | -75.00% | +25.00% | 0.00% | 27:26 | 19:06 | 19:06 | 24:45 | 26:56 | 38:55 | 07:50 | 05:48 |
 | Quelling Blade | 13 | 5.65% | 42.4 | 46.15% | -10.53% | +53.85% | -12.82% | -9.20% | 04:41 | -01:28 | -01:23 | 02:51 | 08:38 | 16:01 | 10:01 | 07:25 |
 | Bracer | 13 | 5.65% | 39.4 | 46.15% | -10.53% | +20.52% | -46.15% | -7.25% | 17:45 | 09:31 | 13:05 | 15:19 | 22:17 | 28:20 | 09:12 | 06:48 |
 | Ring of Protection | 7 | 3.04% | 36.4 | 57.14% | +1.09% | -7.14% | -7.14% | 0.00% | 02:50 | -01:29 | -01:29 | -01:29 | -01:28 | 14:05 | 00:01 | 00:00 |
 | Blight Stone | 2 | 0.87% | 33.3 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 19:50 | 17:35 | 17:35 | 22:04 | 22:04 | 22:04 | 04:29 | 03:19 |
 | Solar Crest | 2 | 0.87% | 30.3 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 28:02 | 25:13 | 25:13 | 30:50 | 30:50 | 30:50 | 05:37 | 04:09 |
 | Medallion of Courage | 2 | 0.87% | 27.3 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 20:02 | 17:59 | 17:59 | 22:04 | 22:04 | 22:04 | 04:05 | 03:01 |
 | Chainmail | 2 | 0.87% | 24.2 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 17:12 | 12:19 | 12:19 | 22:04 | 22:04 | 22:04 | 09:45 | 07:13 |
 | Boots of Bearing | 2 | 0.87% | 21.2 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 41:43 | 40:47 | 40:47 | 42:39 | 42:39 | 42:39 | 01:52 | 01:22 |
 | Aghanim's Scepter | 8 | 3.48% | 18.2 | 50.00% | -6.31% | 0.00% | -50.00% | 0.00% | 41:16 | 31:20 | 39:35 | 40:46 | 42:19 | 49:09 | 02:44 | 02:01 |
 | Bottle | 1 | 0.43% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Soul Ring | 2 | 0.87% | 12.1 | 50.00% | -6.14% | -50.00% | 0.00% | 0.00% | 13:55 | 13:17 | 13:17 | 14:33 | 14:33 | 14:33 | 01:16 | 00:56 |
 | Aghanim's Shard | 3 | 1.30% | 9.1 | 33.33% | -23.06% | +66.67% | 0.00% | 0.00% | 37:41 | 31:27 | 31:27 | 35:42 | 45:53 | 45:53 | 14:26 | 10:41 |
 | Ring of Health | 1 | 0.43% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.43% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |