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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 | 8 | 19.51% | 100.0 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 15:58 | 10:48 | 11:24 | 13:02 | 14:32 | 30:54 | 03:08 | 02:19 |
 | Void Stone | 5 | 12.20% | 97.9 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 35:02 | 25:00 | 25:00 | 36:00 | 37:51 | 41:04 | 12:51 | 09:31 |
 | Force Staff | 4 | 9.76% | 95.7 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 22:06 | 16:41 | 16:41 | 17:16 | 21:55 | 32:31 | 05:14 | 03:52 |
 | Boots of Speed | 41 | 100.00% | 93.6 | 53.66% | +53.66% | -3.66% | +6.34% | 3.08% | 05:31 | 01:35 | 03:42 | 05:00 | 06:57 | 11:15 | 03:15 | 02:24 |
 | Blink Dagger | 30 | 73.17% | 91.5 | 56.67% | +11.22% | +5.83% | -13.81% | -2.33% | 26:27 | 17:11 | 21:56 | 24:34 | 30:21 | 42:21 | 08:25 | 06:14 |
 | Magic Stick | 33 | 80.49% | 89.4 | 54.55% | +4.55% | -17.05% | -4.55% | 1.97% | 03:37 | -01:29 | -01:29 | 02:08 | 07:49 | 24:57 | 09:18 | 06:53 |
 | Magic Wand | 27 | 65.85% | 87.2 | 55.56% | +5.56% | +1.58% | +1.58% | 0.00% | 08:05 | -01:29 | 04:32 | 08:25 | 09:16 | 25:25 | 04:44 | 03:30 |
 | Ring of Health | 3 | 7.32% | 85.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:40 | 28:05 | 28:05 | 35:05 | 37:51 | 37:51 | 09:46 | 07:14 |
 | Null Talisman | 9 | 21.95% | 83.0 | 66.67% | +16.67% | +33.33% | -16.67% | -24.59% | 04:17 | 01:51 | 03:14 | 03:51 | 05:16 | 07:52 | 02:02 | 01:30 |
 | Black King Bar | 21 | 51.22% | 80.9 | 52.38% | -2.62% | +7.62% | -32.38% | -8.86% | 22:41 | 15:37 | 20:14 | 21:26 | 24:45 | 33:38 | 04:31 | 03:20 |
 | Bottle | 17 | 41.46% | 78.7 | 52.94% | -1.23% | -2.94% | -2.94% | 0.00% | 01:35 | 01:07 | 01:26 | 01:33 | 01:35 | 02:22 | 00:09 | 00:06 |
 | Maelstrom | 23 | 56.10% | 76.6 | 47.83% | -13.28% | +18.84% | -14.50% | -7.33% | 14:53 | 09:47 | 11:28 | 13:06 | 16:01 | 28:43 | 04:33 | 03:22 |
 | Blight Stone | 10 | 24.39% | 74.5 | 60.00% | +8.39% | +6.67% | -10.00% | -1.65% | 06:14 | -01:29 | -01:29 | -01:29 | 11:34 | 31:57 | 13:03 | 09:40 |
 | Javelin | 26 | 63.41% | 72.3 | 46.15% | -20.52% | +25.28% | -29.48% | -11.33% | 09:40 | 04:52 | 06:50 | 08:14 | 11:40 | 22:03 | 04:50 | 03:34 |
 | Fluffy Hat | 8 | 19.51% | 70.2 | 62.50% | +10.98% | -12.50% | +37.50% | 7.25% | 13:53 | 07:39 | 07:46 | 11:36 | 14:40 | 32:31 | 06:54 | 05:06 |
 | Monkey King Bar | 8 | 19.51% | 68.1 | 62.50% | +10.98% | -12.50% | -12.50% | 0.00% | 31:18 | 27:27 | 29:24 | 30:18 | 33:10 | 34:17 | 03:46 | 02:47 |
 | Desolator | 2 | 4.88% | 66.0 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 23:37 | 18:06 | 18:06 | 29:08 | 29:08 | 29:08 | 11:02 | 08:10 |
 | Helm of Iron Will | 2 | 4.88% | 63.8 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 33:56 | 33:42 | 33:42 | 34:10 | 34:10 | 34:10 | 00:28 | 00:20 |
 | Linken's Sphere | 2 | 4.88% | 61.7 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 34:14 | 33:15 | 33:15 | 35:13 | 35:13 | 35:13 | 01:58 | 01:27 |
 | Mjollnir | 2 | 4.88% | 59.6 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 43:26 | 43:09 | 43:09 | 43:43 | 43:43 | 43:43 | 00:34 | 00:25 |
 | Nullifier | 2 | 4.88% | 57.4 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 34:44 | 34:28 | 34:28 | 34:59 | 34:59 | 34:59 | 00:31 | 00:22 |
 | Aghanim's Shard | 17 | 41.46% | 55.3 | 41.18% | -21.32% | -16.18% | +8.82% | 2.60% | 28:17 | 20:03 | 22:12 | 27:45 | 31:50 | 46:33 | 09:38 | 07:08 |
 | Urn of Shadows | 4 | 9.76% | 53.2 | 50.00% | -4.05% | -50.00% | -50.00% | 0.00% | 11:31 | 09:26 | 09:26 | 11:09 | 12:13 | 13:17 | 02:47 | 02:03 |
 | Wind Lace | 4 | 9.76% | 51.1 | 50.00% | -4.05% | -50.00% | -50.00% | 0.00% | 21:33 | 09:15 | 09:15 | 14:26 | 30:16 | 32:15 | 21:01 | 15:34 |
 | Shadow Blade | 1 | 2.44% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.44% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.44% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.44% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.44% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Crystalys | 5 | 12.20% | 38.3 | 40.00% | -15.56% | -40.00% | +60.00% | 9.08% | 37:18 | 29:43 | 29:43 | 39:23 | 40:44 | 43:00 | 11:01 | 08:09 |
 | Ring of Protection | 5 | 12.20% | 36.2 | 40.00% | -15.56% | -40.00% | +60.00% | 11.28% | 06:58 | -01:29 | -01:29 | 07:57 | 10:21 | 10:21 | 11:50 | 08:45 |
 | Spirit Vessel | 2 | 4.88% | 34.0 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 20:12 | 18:58 | 18:58 | 21:26 | 21:26 | 21:26 | 02:28 | 01:49 |
 | Solar Crest | 2 | 4.88% | 31.9 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 24:13 | 14:53 | 14:53 | 33:33 | 33:33 | 33:33 | 18:40 | 13:49 |
 | Medallion of Courage | 2 | 4.88% | 29.8 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 19:54 | 07:40 | 07:40 | 32:07 | 32:07 | 32:07 | 24:27 | 18:06 |
 | Ghost Scepter | 2 | 4.88% | 27.7 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 31:49 | 29:11 | 29:11 | 34:26 | 34:26 | 34:26 | 05:15 | 03:53 |
 | Daedalus | 2 | 4.88% | 25.5 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 43:19 | 39:16 | 39:16 | 47:22 | 47:22 | 47:22 | 08:06 | 06:00 |
 | Chainmail | 2 | 4.88% | 23.4 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 19:36 | 07:14 | 07:14 | 31:57 | 31:57 | 31:57 | 24:43 | 18:18 |
 | Crown | 3 | 7.32% | 21.3 | 33.33% | -21.93% | +66.67% | 0.00% | 0.00% | 29:03 | 11:18 | 11:18 | 32:14 | 43:38 | 43:38 | 32:20 | 23:57 |
 | Power Treads | 3 | 7.32% | 19.1 | 33.33% | -21.93% | -33.33% | 0.00% | 0.00% | 08:18 | 07:33 | 07:33 | 07:37 | 09:45 | 09:45 | 02:12 | 01:37 |
 | Falcon Blade | 4 | 9.76% | 17.0 | 25.00% | -31.76% | -25.00% | -25.00% | 0.00% | 11:19 | 10:32 | 10:32 | 10:49 | 11:42 | 12:11 | 01:10 | 00:51 |
 | Tranquil Boots | 1 | 2.44% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.44% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Headdress | 1 | 2.44% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.44% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.44% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Buckler | 1 | 2.44% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:51 | 02:51 | 02:51 | 02:51 | 02:51 | 02:51 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.44% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |