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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 | |
Chainmail | 5 | 31.25% | 100.0 | 80.00% | +61.82% | -80.00% | +20.00% | 31.25% | 05:30 | 02:59 | 02:59 | 05:43 | 06:11 | 07:54 | 03:12 | 02:22 | |
Phase Boots | 5 | 31.25% | 97.4 | 80.00% | +61.82% | +20.00% | +20.00% | 0.00% | 07:20 | 05:23 | 05:23 | 07:42 | 07:54 | 08:12 | 02:31 | 01:51 | |
Ring of Health | 7 | 43.75% | 94.7 | 71.43% | +60.32% | -21.43% | +28.57% | 2.65% | 22:41 | 09:07 | 09:16 | 21:32 | 28:08 | 44:30 | 18:52 | 13:58 | |
Lotus Orb | 2 | 12.50% | 92.1 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 36:25 | 28:09 | 28:09 | 44:41 | 44:41 | 44:41 | 16:32 | 12:14 | |
Arcane Boots | 2 | 12.50% | 89.5 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 16:51 | 15:27 | 15:27 | 18:14 | 18:14 | 18:14 | 02:47 | 02:03 | |
Void Stone | 7 | 43.75% | 86.8 | 57.14% | +34.92% | -7.14% | -7.14% | 0.00% | 21:20 | 07:49 | 10:53 | 12:08 | 12:17 | 49:36 | 01:24 | 01:02 | |
Magic Wand | 15 | 93.75% | 84.2 | 40.00% | +40.00% | +10.00% | -15.00% | -7.89% | 07:05 | -01:29 | 05:54 | 08:17 | 09:04 | 10:43 | 03:10 | 02:20 | |
Eul's Scepter of Divinity | 5 | 31.25% | 81.6 | 60.00% | +32.73% | -60.00% | +40.00% | 21.51% | 13:19 | 10:53 | 10:53 | 12:17 | 15:32 | 16:22 | 04:39 | 03:26 | |
Boots of Speed | 16 | 100.00% | 78.9 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 05:17 | 01:15 | 03:51 | 04:59 | 07:00 | 09:03 | 03:09 | 02:20 | |
Wind Lace | 10 | 62.50% | 76.3 | 40.00% | +6.67% | +26.67% | +10.00% | -1.96% | 08:20 | -01:29 | 04:06 | 09:15 | 12:37 | 15:28 | 08:31 | 06:18 | |
Magic Stick | 15 | 93.75% | 73.7 | 33.33% | -66.67% | -8.33% | +16.67% | 4.32% | 04:08 | -01:29 | 00:52 | 04:39 | 06:39 | 08:55 | 05:47 | 04:17 | |
Refresher Orb | 3 | 18.75% | 71.1 | 66.67% | +35.90% | +33.33% | 0.00% | 0.00% | 49:24 | 35:07 | 35:07 | 49:54 | 1:03:12 | 1:03:12 | 28:05 | 20:48 | |
Black King Bar | 8 | 50.00% | 68.4 | 37.50% | 0.00% | +12.50% | -37.50% | -4.42% | 22:51 | 16:12 | 16:25 | 19:48 | 27:43 | 34:33 | 11:18 | 08:22 | |
Hood of Defiance | 4 | 25.00% | 65.8 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 13:25 | 09:20 | 09:20 | 11:11 | 11:35 | 21:32 | 02:15 | 01:40 | |
Fluffy Hat | 4 | 25.00% | 63.2 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 08:42 | 05:07 | 05:07 | 06:28 | 11:08 | 12:03 | 06:01 | 04:27 | |
Bracer | 1 | 6.25% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:49 | 04:49 | 04:49 | 04:49 | 04:49 | 04:49 | 00:00 | 00:00 | |
Buckler | 1 | 6.25% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 00:00 | 00:00 | |
Headdress | 1 | 6.25% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 6.25% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 6.25% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 | |
Shiva's Guard | 5 | 31.25% | 47.4 | 40.00% | +3.64% | +60.00% | -40.00% | -6.73% | 28:14 | 19:50 | 19:50 | 27:11 | 34:41 | 35:38 | 14:51 | 11:00 | |
Blink Dagger | 5 | 31.25% | 44.7 | 40.00% | +3.64% | -40.00% | +60.00% | 13.73% | 30:46 | 24:53 | 24:53 | 31:55 | 32:10 | 39:22 | 07:17 | 05:23 | |
Kaya | 7 | 43.75% | 42.1 | 28.57% | -15.87% | -28.57% | +21.43% | 4.41% | 22:18 | 14:20 | 14:45 | 24:29 | 26:06 | 30:27 | 11:21 | 08:24 | |
Null Talisman | 7 | 43.75% | 39.5 | 28.57% | -15.87% | +21.43% | -28.57% | -45.45% | 03:38 | 00:49 | 02:50 | 03:05 | 03:56 | 07:34 | 01:06 | 00:48 | |
Sange | 7 | 43.75% | 36.8 | 28.57% | -15.87% | -28.57% | -28.57% | 0.00% | 22:39 | 14:53 | 18:13 | 21:54 | 23:40 | 31:02 | 05:27 | 04:02 | |
Kaya and Sange | 7 | 43.75% | 34.2 | 28.57% | -15.87% | -28.57% | -28.57% | 0.00% | 24:28 | 18:13 | 18:36 | 26:23 | 26:34 | 31:12 | 07:58 | 05:54 | |
Quelling Blade | 2 | 12.50% | 31.6 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:27 | -01:27 | -01:27 | 00:02 | 00:01 | |
Aghanim's Shard | 3 | 18.75% | 28.9 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 32:21 | 20:02 | 20:02 | 35:29 | 41:32 | 41:32 | 21:30 | 15:55 | |
Ghost Scepter | 4 | 25.00% | 26.3 | 25.00% | -16.67% | -25.00% | -25.00% | 0.00% | 25:16 | 15:57 | 15:57 | 25:49 | 28:51 | 30:25 | 12:54 | 09:33 | |
Ring of Protection | 4 | 25.00% | 23.7 | 25.00% | -16.67% | -25.00% | +75.00% | 0.00% | 11:59 | 04:39 | 04:39 | 05:22 | 08:49 | 29:06 | 04:10 | 03:05 | |
Bottle | 6 | 37.50% | 21.1 | 16.67% | -33.33% | +33.33% | -16.67% | -50.00% | 01:29 | 01:11 | 01:15 | 01:18 | 01:31 | 02:07 | 00:16 | 00:11 | |
Wind Waker | 1 | 6.25% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 00:00 | 00:00 | |
Force Staff | 1 | 6.25% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 6.25% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 6.25% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 | |
Soul Ring | 3 | 18.75% | 7.9 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 06:23 | 04:51 | 04:51 | 05:29 | 08:49 | 08:49 | 03:58 | 02:56 | |
Power Treads | 2 | 12.50% | 5.3 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 08:13 | 07:35 | 07:35 | 08:50 | 08:50 | 08:50 | 01:15 | 00:55 | |
Eternal Shroud | 1 | 6.25% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |