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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 | |
 | Cornucopia | 4 | 13.79% | 100.0 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 35:22 | 28:12 | 28:12 | 31:09 | 33:51 | 48:14 | 05:39 | 04:11 |
 | Vanguard | 22 | 75.86% | 93.7 | 63.64% | +35.07% | +3.03% | -3.64% | -2.94% | 06:45 | 04:16 | 05:34 | 05:59 | 07:50 | 12:29 | 02:16 | 01:40 |
 | Ring of Health | 27 | 93.10% | 90.6 | 59.26% | +59.26% | -16.40% | +12.17% | 20.17% | 05:45 | 00:40 | 02:10 | 02:45 | 03:35 | 33:52 | 01:25 | 01:02 |
 | Ring of Protection | 28 | 96.55% | 88.0 | 57.14% | +57.14% | +14.29% | +14.29% | 0.00% | 09:22 | 05:47 | 08:34 | 09:09 | 09:50 | 14:48 | 01:16 | 00:56 |
 | Soul Ring | 28 | 96.55% | 88.0 | 57.14% | +57.14% | 0.00% | 0.00% | 0.00% | 09:49 | 06:09 | 08:56 | 09:31 | 10:37 | 14:54 | 01:41 | 01:14 |
 | Void Stone | 26 | 89.66% | 87.5 | 57.69% | +24.36% | -14.83% | -7.69% | 0.46% | 21:34 | 08:46 | 14:09 | 18:50 | 29:34 | 40:41 | 15:25 | 11:25 |
 | Boots of Speed | 29 | 100.00% | 85.5 | 55.17% | +55.17% | -12.31% | +16.26% | 8.57% | 05:30 | 03:16 | 03:44 | 05:39 | 07:04 | 08:25 | 03:20 | 02:28 |
 | Arcane Boots | 29 | 100.00% | 85.5 | 55.17% | +55.17% | -12.31% | +16.26% | 13.39% | 07:41 | 05:13 | 06:28 | 07:32 | 08:36 | 11:03 | 02:08 | 01:34 |
 | Magic Wand | 29 | 100.00% | 85.5 | 55.17% | +55.17% | -12.31% | +1.97% | 2.16% | 06:15 | -01:29 | 03:07 | 07:20 | 09:44 | 13:57 | 06:37 | 04:54 |
 | Sange | 25 | 86.21% | 84.1 | 56.00% | +6.00% | -6.00% | -6.00% | 0.00% | 19:24 | 14:29 | 16:08 | 17:51 | 21:10 | 30:15 | 05:02 | 03:43 |
 | Heaven's Halberd | 3 | 10.34% | 82.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:52 | 18:11 | 18:11 | 22:23 | 25:01 | 25:01 | 06:50 | 05:03 |
 | Linken's Sphere | 3 | 10.34% | 82.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:39 | 33:04 | 33:04 | 34:38 | 48:14 | 48:14 | 15:10 | 11:14 |
 | Scythe of Vyse | 17 | 58.62% | 81.0 | 58.82% | +8.82% | -8.82% | -58.82% | -8.82% | 33:29 | 25:12 | 29:48 | 32:10 | 35:28 | 44:16 | 05:40 | 04:11 |
 | Magic Stick | 24 | 82.76% | 80.5 | 54.17% | -5.83% | -4.17% | -4.17% | 0.00% | 02:37 | -01:29 | -01:29 | -01:29 | 07:35 | 13:39 | 09:04 | 06:42 |
 | Blink Dagger | 13 | 44.83% | 79.1 | 61.54% | +11.54% | -28.21% | +5.13% | 7.25% | 24:47 | 17:54 | 20:16 | 24:00 | 24:52 | 41:30 | 04:36 | 03:24 |
 | Kaya | 25 | 86.21% | 77.9 | 52.00% | -23.00% | -2.00% | -2.00% | 0.00% | 15:45 | 11:50 | 12:50 | 13:38 | 17:58 | 30:16 | 05:08 | 03:48 |
 | Kaya and Sange | 23 | 79.31% | 76.6 | 52.17% | -14.50% | -2.17% | -2.17% | 0.00% | 19:45 | 14:29 | 16:37 | 18:35 | 21:32 | 30:16 | 04:55 | 03:38 |
 | Lotus Orb | 7 | 24.14% | 76.4 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 19:03 | 11:18 | 12:21 | 18:56 | 18:56 | 31:18 | 06:35 | 04:52 |
 | Octarine Core | 14 | 48.28% | 74.1 | 57.14% | +3.81% | -7.14% | +9.53% | 1.04% | 22:07 | 13:19 | 14:57 | 15:43 | 31:01 | 34:02 | 16:04 | 11:54 |
 | Shiva's Guard | 9 | 31.03% | 60.5 | 55.56% | +0.56% | +44.44% | -5.56% | -4.95% | 33:56 | 26:11 | 26:33 | 35:31 | 36:39 | 46:10 | 10:06 | 07:28 |
 | Overwhelming Blink | 4 | 13.79% | 60.2 | 75.00% | +23.00% | +25.00% | -75.00% | 0.00% | 46:37 | 42:36 | 42:36 | 44:14 | 44:22 | 55:16 | 01:46 | 01:18 |
 | Boots of Travel | 4 | 13.79% | 60.2 | 75.00% | +23.00% | +25.00% | +25.00% | 0.00% | 42:36 | 31:50 | 31:50 | 39:40 | 45:55 | 53:00 | 14:05 | 10:25 |
 | Bottle | 7 | 24.14% | 55.7 | 57.14% | +2.59% | -7.14% | -7.14% | 0.00% | 01:38 | 01:03 | 01:15 | 01:37 | 02:02 | 02:08 | 00:47 | 00:34 |
 | Black King Bar | 7 | 24.14% | 55.7 | 57.14% | +2.59% | -7.14% | -7.14% | 0.00% | 30:14 | 18:29 | 21:09 | 21:56 | 25:12 | 1:05:42 | 04:03 | 03:00 |
 | Aghanim's Scepter | 11 | 37.93% | 51.1 | 45.45% | -15.66% | -12.12% | -12.12% | 0.00% | 25:43 | 18:45 | 20:38 | 24:40 | 26:12 | 47:22 | 05:34 | 04:07 |
 | Boots of Travel 2 | 4 | 13.79% | 31.3 | 50.00% | -6.00% | +50.00% | -50.00% | 0.00% | 48:32 | 34:42 | 34:42 | 49:56 | 52:27 | 57:01 | 17:45 | 13:08 |
 | Bracer | 4 | 13.79% | 31.3 | 50.00% | -6.00% | -50.00% | +50.00% | 0.00% | 03:27 | 01:28 | 01:28 | 03:31 | 03:53 | 04:55 | 02:25 | 01:47 |
 | Yasha | 1 | 3.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 3.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 00:00 | 00:00 |
 | Desolator | 1 | 3.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 6.90% | 16.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 23:59 | 22:23 | 22:23 | 25:34 | 25:34 | 25:34 | 03:11 | 02:21 |
 | Headdress | 2 | 6.90% | 16.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 21:01 | 16:50 | 16:50 | 25:11 | 25:11 | 25:11 | 08:21 | 06:11 |
 | Wind Lace | 3 | 10.34% | 12.3 | 33.33% | -24.36% | -33.33% | 0.00% | 0.00% | 18:26 | 14:25 | 14:25 | 16:56 | 23:57 | 23:57 | 09:32 | 07:03 |
 | Eul's Scepter of Divinity | 3 | 10.34% | 12.3 | 33.33% | -24.36% | -33.33% | 0.00% | 0.00% | 21:38 | 15:03 | 15:03 | 19:23 | 30:28 | 30:28 | 15:25 | 11:25 |
 | Aghanim's Shard | 5 | 17.24% | 8.9 | 20.00% | -42.50% | -20.00% | -20.00% | 0.00% | 40:05 | 30:35 | 30:35 | 42:08 | 44:13 | 48:48 | 13:38 | 10:05 |
 | Dagon (level 5) | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 00:00 | 00:00 |
 | Heart of Tarrasque | 2 | 6.90% | 0.0 | 0.00% | -59.26% | 0.00% | 0.00% | 0.00% | 35:13 | 31:25 | 31:25 | 39:00 | 39:00 | 39:00 | 07:35 | 05:37 |
 | Dagon (level 4) | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Dagon | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:42 | 60:42 | 60:42 | 60:42 | 60:42 | 60:42 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 00:00 | 00:00 |
 | Diadem | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 |