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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 | 67 | 41.36% | 100.0 | 68.66% | +26.55% | +7.81% | -9.84% | -1.68% | 30:23 | 18:02 | 24:58 | 28:55 | 35:27 | 59:17 | 10:29 | 07:45 |
 | Force Staff | 12 | 7.41% | 96.7 | 83.33% | +32.66% | +16.67% | -16.66% | -2.75% | 33:30 | 21:12 | 27:33 | 32:43 | 39:40 | 48:21 | 12:07 | 08:58 |
 | Aether Lens | 30 | 18.52% | 93.3 | 66.67% | +16.67% | +8.33% | -23.81% | -4.26% | 25:29 | 13:51 | 20:25 | 22:48 | 27:58 | 46:46 | 07:33 | 05:35 |
 | Magic Stick | 157 | 96.91% | 90.0 | 54.14% | +34.14% | -5.42% | +15.09% | 3.80% | 04:30 | -01:29 | 01:37 | 03:52 | 07:01 | 17:25 | 05:24 | 04:00 |
 | Arcane Boots | 42 | 25.93% | 86.7 | 61.90% | +11.90% | -7.35% | -1.90% | 0.94% | 17:08 | 08:25 | 13:01 | 15:37 | 18:48 | 44:37 | 05:47 | 04:17 |
 | Boots of Speed | 162 | 100.00% | 83.3 | 53.09% | +53.09% | -14.07% | +4.41% | 5.06% | 06:34 | -01:29 | 04:51 | 06:05 | 08:30 | 14:39 | 03:39 | 02:42 |
 | Void Stone | 31 | 19.14% | 80.0 | 64.52% | +14.14% | +22.98% | -27.02% | -6.19% | 24:25 | 13:39 | 18:30 | 22:29 | 26:35 | 46:46 | 08:05 | 05:59 |
 | Glimmer Cape | 35 | 21.60% | 76.7 | 62.86% | +12.47% | +3.81% | +3.81% | 0.00% | 27:08 | 15:48 | 21:17 | 24:30 | 31:32 | 54:50 | 10:15 | 07:35 |
 | Tranquil Boots | 104 | 64.20% | 73.3 | 53.85% | +2.13% | -3.85% | +15.38% | 2.77% | 15:51 | 06:03 | 11:21 | 13:26 | 18:17 | 37:47 | 06:56 | 05:08 |
 | Wind Lace | 112 | 69.14% | 70.0 | 52.68% | -1.32% | +8.03% | +11.61% | 0.50% | 12:51 | -01:29 | 08:12 | 10:36 | 15:24 | 38:52 | 07:12 | 05:20 |
 | Magic Wand | 123 | 75.93% | 66.7 | 51.22% | -7.75% | -2.83% | -2.83% | 0.00% | 10:26 | 01:51 | 07:19 | 09:38 | 12:30 | 31:05 | 05:11 | 03:50 |
 | Ring of Basilius | 29 | 17.90% | 63.3 | 62.07% | +10.94% | -4.93% | -19.21% | -2.14% | 05:23 | -01:29 | 02:05 | 04:31 | 08:45 | 14:36 | 06:40 | 04:56 |
 | Aeon Disk | 6 | 3.70% | 60.0 | 83.33% | +31.41% | +16.67% | -83.33% | 0.00% | 41:48 | 27:05 | 35:18 | 37:53 | 52:11 | 54:13 | 16:53 | 12:30 |
 | Ghost Scepter | 34 | 20.99% | 56.7 | 47.06% | -7.63% | +30.72% | +2.94% | -2.10% | 28:06 | 12:42 | 22:08 | 26:06 | 35:20 | 46:35 | 13:12 | 09:46 |
 | Headdress | 5 | 3.09% | 53.3 | 80.00% | +27.77% | -80.00% | +20.00% | 0.00% | 21:12 | 12:11 | 12:11 | 23:38 | 26:51 | 31:01 | 14:40 | 10:51 |
 | Fluffy Hat | 18 | 11.11% | 50.0 | 44.44% | -9.73% | -24.44% | +5.56% | 2.80% | 14:35 | 06:48 | 10:08 | 13:06 | 20:52 | 23:53 | 10:44 | 07:57 |
 | Blight Stone | 4 | 2.47% | 46.7 | 75.00% | +22.47% | +25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mekansm | 2 | 1.23% | 43.3 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 27:47 | 24:32 | 24:32 | 31:01 | 31:01 | 31:01 | 06:29 | 04:48 |
 | Chainmail | 2 | 1.23% | 40.0 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 27:20 | 23:38 | 23:38 | 31:01 | 31:01 | 31:01 | 07:23 | 05:28 |
 | Quelling Blade | 8 | 4.94% | 36.7 | 50.00% | -3.25% | -50.00% | +50.00% | 9.26% | 12:45 | 02:46 | 06:17 | 07:23 | 17:05 | 23:27 | 10:48 | 08:00 |
 | Holy Locket | 3 | 1.85% | 33.3 | 66.67% | +13.84% | +33.33% | 0.00% | 0.00% | 27:55 | 22:38 | 22:38 | 26:49 | 34:19 | 34:19 | 11:41 | 08:39 |
 | Aghanim's Shard | 3 | 1.85% | 30.0 | 66.67% | +13.84% | +33.33% | 0.00% | 0.00% | 47:51 | 30:27 | 30:27 | 53:44 | 59:21 | 59:21 | 28:54 | 21:24 |
 | Octarine Core | 1 | 0.62% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.62% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.62% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 3.70% | 16.7 | 33.33% | -20.52% | +16.67% | -33.33% | 0.00% | 08:44 | 02:57 | 07:08 | 07:54 | 11:06 | 14:24 | 03:58 | 02:56 |
 | Bottle | 2 | 1.23% | 13.3 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 17:49 | 02:36 | 02:36 | 33:01 | 33:01 | 33:01 | 30:25 | 22:31 |
 | Urn of Shadows | 5 | 3.09% | 10.0 | 20.00% | -34.14% | -20.00% | -20.00% | 0.00% | 11:49 | 07:18 | 07:18 | 13:39 | 13:42 | 15:15 | 06:24 | 04:44 |
 | Kaya | 1 | 0.62% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Null Talisman | 2 | 1.23% | 3.3 | 0.00% | -53.75% | 0.00% | 0.00% | 0.00% | 02:29 | 01:14 | 01:14 | 03:44 | 03:44 | 03:44 | 02:30 | 01:51 |