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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 | |
 | Arcane Boots | 2 | 20.00% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 04:35 | 04:18 | 04:18 | 04:52 | 04:52 | 04:52 | 00:34 | 00:25 |
 | Buckler | 2 | 20.00% | 97.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 09:28 | 09:17 | 09:17 | 09:39 | 09:39 | 09:39 | 00:22 | 00:16 |
 | Guardian Greaves | 2 | 20.00% | 94.9 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 13:05 | 12:42 | 12:42 | 13:28 | 13:28 | 13:28 | 00:46 | 00:34 |
 | Headdress | 2 | 20.00% | 92.3 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 05:25 | 05:01 | 05:01 | 05:48 | 05:48 | 05:48 | 00:47 | 00:34 |
 | Mekansm | 2 | 20.00% | 89.7 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 08:38 | 07:54 | 07:54 | 09:22 | 09:22 | 09:22 | 01:28 | 01:05 |
 | Ring of Protection | 4 | 40.00% | 87.2 | 75.00% | +41.67% | -75.00% | +25.00% | 15.11% | 07:42 | 02:40 | 02:40 | 09:10 | 09:17 | 09:39 | 06:37 | 04:54 |
 | Boots of Speed | 10 | 100.00% | 84.6 | 50.00% | +50.00% | +16.67% | 0.00% | -8.13% | 03:54 | 01:53 | 02:48 | 03:32 | 04:51 | 06:35 | 02:03 | 01:31 |
 | Magic Wand | 10 | 100.00% | 82.1 | 50.00% | +50.00% | +16.67% | -50.00% | -14.98% | 05:25 | -01:29 | 01:53 | 04:22 | 06:20 | 14:40 | 04:27 | 03:17 |
 | Power Treads | 5 | 50.00% | 79.5 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 05:30 | 04:16 | 04:16 | 05:19 | 05:28 | 07:25 | 01:12 | 00:53 |
 | Magic Stick | 9 | 90.00% | 76.9 | 44.44% | -55.56% | +55.56% | -44.44% | -100.00% | 02:15 | -01:29 | -01:29 | 01:28 | 02:10 | 13:46 | 03:39 | 02:42 |
 | Sange | 9 | 90.00% | 74.4 | 44.44% | -55.56% | -44.44% | +5.56% | 7.77% | 18:07 | 09:22 | 13:57 | 18:07 | 20:23 | 26:29 | 06:26 | 04:45 |
 | Rod of Atos | 3 | 30.00% | 71.8 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 10:19 | 09:40 | 09:40 | 10:23 | 10:54 | 10:54 | 01:14 | 00:54 |
 | Chainmail | 3 | 30.00% | 69.2 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 06:00 | 04:10 | 04:10 | 06:10 | 07:41 | 07:41 | 03:31 | 02:36 |
 | Black King Bar | 3 | 30.00% | 66.7 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 32:25 | 16:37 | 16:37 | 34:51 | 45:47 | 45:47 | 29:10 | 21:36 |
 | Crown | 3 | 30.00% | 64.1 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 06:01 | 05:22 | 05:22 | 06:07 | 06:33 | 06:33 | 01:11 | 00:52 |
 | Ring of Health | 3 | 30.00% | 61.5 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 22:04 | 16:43 | 16:43 | 21:50 | 27:38 | 27:38 | 10:55 | 08:05 |
 | Heart of Tarrasque | 4 | 40.00% | 59.0 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 33:20 | 31:08 | 31:08 | 31:45 | 33:07 | 37:18 | 01:59 | 01:28 |
 | Heaven's Halberd | 4 | 40.00% | 56.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 23:13 | 20:23 | 20:23 | 22:53 | 22:55 | 26:42 | 02:32 | 01:52 |
 | Pipe of Insight | 1 | 10.00% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:31 | 18:31 | 18:31 | 18:31 | 18:31 | 18:31 | 00:00 | 00:00 |
 | Wind Lace | 1 | 10.00% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 00:00 | 00:00 |
 | Kaya and Sange | 5 | 50.00% | 48.7 | 40.00% | -20.00% | -40.00% | -40.00% | 0.00% | 21:00 | 12:51 | 12:51 | 20:28 | 21:48 | 30:49 | 08:57 | 06:37 |
 | Kaya | 5 | 50.00% | 46.2 | 40.00% | -20.00% | -40.00% | -40.00% | 0.00% | 20:50 | 12:51 | 12:51 | 20:08 | 21:29 | 30:36 | 08:38 | 06:23 |
 | Bracer | 6 | 60.00% | 43.6 | 33.33% | -41.67% | -33.33% | -33.33% | 0.00% | 02:37 | 01:31 | 01:36 | 01:44 | 02:28 | 06:22 | 00:52 | 00:38 |
 | Aghanim's Shard | 7 | 70.00% | 41.0 | 28.57% | -71.43% | -28.57% | +71.43% | 60.61% | 17:49 | 15:10 | 15:17 | 16:27 | 16:56 | 23:01 | 01:39 | 01:13 |
 | Lotus Orb | 2 | 20.00% | 38.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 25:33 | 22:47 | 22:47 | 28:19 | 28:19 | 28:19 | 05:32 | 04:05 |
 | Urn of Shadows | 2 | 20.00% | 35.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 06:56 | 04:31 | 04:31 | 09:20 | 09:20 | 09:20 | 04:49 | 03:34 |
 | Void Stone | 2 | 20.00% | 33.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:10 | 21:50 | 21:50 | 24:30 | 24:30 | 24:30 | 02:40 | 01:58 |
 | Spirit Vessel | 2 | 20.00% | 30.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 12:22 | 11:35 | 11:35 | 13:09 | 13:09 | 13:09 | 01:34 | 01:09 |
 | Radiance | 3 | 30.00% | 28.2 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 32:37 | 22:50 | 22:50 | 29:31 | 45:30 | 45:30 | 22:40 | 16:47 |
 | Shiva's Guard | 3 | 30.00% | 25.6 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 32:18 | 22:50 | 22:50 | 35:37 | 38:27 | 38:27 | 15:37 | 11:34 |
 | Force Staff | 3 | 30.00% | 23.1 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 18:01 | 09:48 | 09:48 | 19:12 | 25:03 | 25:03 | 15:15 | 11:17 |
 | Fluffy Hat | 3 | 30.00% | 20.5 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 14:21 | 02:11 | 02:11 | 18:53 | 21:59 | 21:59 | 19:48 | 14:40 |
 | Blade Mail | 1 | 10.00% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:40 | 07:40 | 07:40 | 07:40 | 07:40 | 07:40 | 00:00 | 00:00 |
 | Boots of Travel 2 | 3 | 30.00% | 15.4 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 49:27 | 41:02 | 41:02 | 48:14 | 59:06 | 59:06 | 18:04 | 13:22 |
 | Octarine Core | 1 | 10.00% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 |
 | Null Talisman | 1 | 10.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 10.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 10.00% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:30 | 57:30 | 57:30 | 57:30 | 57:30 | 57:30 | 00:00 | 00:00 |
 | Blink Dagger | 3 | 30.00% | 2.6 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 39:12 | 31:10 | 31:10 | 34:51 | 51:34 | 51:34 | 20:24 | 15:06 |