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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 | |
 | Ring of Health | 9 | 9.18% | 100.0 | 77.78% | +37.33% | +22.22% | +22.22% | 0.00% | 33:25 | 16:01 | 29:23 | 31:33 | 35:15 | 56:45 | 05:52 | 04:20 |
 | Wind Lace | 33 | 33.67% | 98.2 | 57.58% | +20.66% | -7.58% | +4.92% | 0.81% | 20:55 | 07:06 | 11:28 | 21:16 | 26:59 | 50:05 | 15:31 | 11:29 |
 | Tranquil Boots | 25 | 25.51% | 96.4 | 60.00% | +21.64% | +6.67% | +6.67% | 0.00% | 20:48 | 08:10 | 12:43 | 19:25 | 25:40 | 39:42 | 12:57 | 09:35 |
 | Headdress | 13 | 13.27% | 94.6 | 69.23% | +29.23% | -2.56% | +30.77% | 0.00% | 00:33 | -01:29 | -01:29 | -01:29 | -01:29 | 24:57 | 00:00 | 00:00 |
 | Lotus Orb | 6 | 6.12% | 92.9 | 83.33% | +42.03% | +16.67% | -83.33% | 0.00% | 30:21 | 20:48 | 29:53 | 30:38 | 32:35 | 36:39 | 02:42 | 02:00 |
 | Blink Dagger | 16 | 16.33% | 91.1 | 62.50% | +22.26% | +12.50% | +12.50% | 0.00% | 29:31 | 19:43 | 21:02 | 29:12 | 34:44 | 46:15 | 13:42 | 10:08 |
 | Boots of Speed | 98 | 100.00% | 89.3 | 43.88% | +43.88% | +0.12% | +10.29% | 2.92% | 06:34 | -01:28 | 04:31 | 06:09 | 08:00 | 17:26 | 03:29 | 02:34 |
 | Arcane Boots | 78 | 79.59% | 87.5 | 43.59% | -1.41% | -3.59% | +3.78% | 1.77% | 14:14 | 07:45 | 11:32 | 13:04 | 15:42 | 27:28 | 04:10 | 03:05 |
 | Magic Stick | 92 | 93.88% | 85.7 | 42.39% | -24.28% | -7.61% | +5.44% | 6.02% | 02:03 | -01:30 | -01:29 | 01:43 | 03:39 | 20:42 | 05:08 | 03:48 |
 | Void Stone | 66 | 67.35% | 83.9 | 43.94% | +0.19% | +3.12% | +6.06% | 0.34% | 22:01 | 12:37 | 16:41 | 19:22 | 25:23 | 50:39 | 08:42 | 06:26 |
 | Aghanim's Shard | 35 | 35.71% | 82.1 | 48.57% | +7.30% | +6.99% | +6.99% | 0.00% | 28:41 | 17:29 | 21:56 | 26:51 | 31:30 | 52:40 | 09:34 | 07:05 |
 | Magic Wand | 86 | 87.76% | 80.4 | 40.70% | -25.97% | +0.21% | -16.89% | -2.50% | 08:53 | -01:29 | 04:50 | 08:17 | 11:41 | 29:37 | 06:51 | 05:04 |
 | Aeon Disk | 9 | 9.18% | 78.6 | 66.67% | +25.10% | -16.67% | -16.67% | 0.00% | 40:18 | 30:10 | 30:38 | 42:03 | 44:01 | 58:09 | 13:23 | 09:54 |
 | Ring of Basilius | 9 | 9.18% | 76.8 | 66.67% | +25.10% | +33.33% | -16.67% | -4.41% | 25:45 | 08:49 | 11:53 | 14:20 | 23:14 | 1:05:06 | 11:21 | 08:24 |
 | Solar Crest | 3 | 3.06% | 75.0 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 28:36 | 22:48 | 22:48 | 24:48 | 38:13 | 38:13 | 15:25 | 11:25 |
 | Force Staff | 32 | 32.65% | 73.2 | 46.88% | +4.46% | +3.12% | +15.62% | 1.58% | 24:23 | 16:24 | 20:00 | 22:18 | 27:56 | 46:09 | 07:56 | 05:52 |
 | Scythe of Vyse | 5 | 5.10% | 71.4 | 80.00% | +38.06% | +20.00% | -80.00% | 0.00% | 44:21 | 33:37 | 33:37 | 39:09 | 52:39 | 58:41 | 19:02 | 14:05 |
 | Veil of Discord | 5 | 5.10% | 69.6 | 80.00% | +38.06% | +20.00% | -80.00% | 0.00% | 16:43 | 12:44 | 12:44 | 15:03 | 15:27 | 25:18 | 02:43 | 02:00 |
 | Fluffy Hat | 44 | 44.90% | 67.9 | 43.18% | -1.26% | +11.37% | -6.82% | -1.51% | 19:06 | -01:29 | 13:03 | 16:24 | 25:08 | 46:09 | 12:05 | 08:57 |
 | Glimmer Cape | 17 | 17.35% | 66.1 | 52.94% | +10.96% | -2.94% | -27.94% | -2.41% | 27:34 | 17:31 | 21:21 | 26:34 | 31:44 | 41:39 | 10:23 | 07:41 |
 | Aether Lens | 60 | 61.22% | 64.3 | 40.00% | -10.00% | +6.67% | -6.67% | -1.62% | 23:13 | 16:02 | 18:41 | 21:35 | 26:55 | 48:22 | 08:14 | 06:05 |
 | Crown | 11 | 11.22% | 62.5 | 54.55% | +12.02% | +45.45% | -21.22% | -7.19% | 20:13 | 09:25 | 11:54 | 16:18 | 21:10 | 52:01 | 09:16 | 06:51 |
 | Blight Stone | 30 | 30.61% | 60.7 | 40.00% | -5.59% | -15.00% | +45.71% | 60.71% | 01:44 | -01:29 | -01:29 | -01:29 | -01:28 | 38:12 | 00:01 | 00:00 |
 | Octarine Core | 6 | 6.12% | 58.9 | 66.67% | +24.28% | +33.33% | +33.33% | 0.00% | 45:09 | 32:51 | 33:47 | 43:47 | 54:48 | 54:58 | 21:01 | 15:34 |
 | Ring of Protection | 21 | 21.43% | 57.1 | 42.86% | -1.30% | -2.86% | -2.86% | 0.00% | 14:44 | -01:23 | 05:13 | 09:17 | 15:46 | 1:05:06 | 10:33 | 07:48 |
 | Medallion of Courage | 4 | 4.08% | 55.4 | 75.00% | +32.45% | -75.00% | +25.00% | 0.00% | 23:03 | 10:45 | 10:45 | 18:56 | 24:18 | 38:12 | 13:33 | 10:02 |
 | Chainmail | 4 | 4.08% | 53.6 | 75.00% | +32.45% | -75.00% | +25.00% | 0.00% | 22:43 | 09:52 | 09:52 | 18:31 | 24:18 | 38:12 | 14:26 | 10:41 |
 | Aghanim's Scepter | 7 | 7.14% | 51.8 | 57.14% | +14.28% | -7.14% | +42.86% | 4.28% | 40:29 | 29:22 | 30:57 | 40:27 | 42:38 | 1:01:41 | 11:41 | 08:39 |
 | Urn of Shadows | 17 | 17.35% | 50.0 | 41.18% | -3.26% | +8.82% | -16.18% | -4.97% | 10:05 | 04:38 | 07:08 | 09:46 | 12:10 | 17:08 | 05:02 | 03:43 |
 | Ghost Scepter | 9 | 9.18% | 48.2 | 44.44% | +0.62% | +55.56% | +5.56% | -2.42% | 35:06 | 24:34 | 25:12 | 35:01 | 45:51 | 48:31 | 20:39 | 15:17 |
 | Kaya | 6 | 6.12% | 46.4 | 50.00% | +6.52% | 0.00% | +50.00% | 0.00% | 41:58 | 25:35 | 33:40 | 40:08 | 50:03 | 60:27 | 16:23 | 12:08 |
 | Wraith Band | 3 | 3.06% | 44.6 | 66.67% | +23.51% | +33.33% | 0.00% | 0.00% | 07:17 | 01:25 | 01:25 | 06:34 | 13:53 | 13:53 | 12:28 | 09:14 |
 | Spirit Vessel | 11 | 11.22% | 42.9 | 36.36% | -8.47% | +30.31% | -36.36% | -17.02% | 20:19 | 12:47 | 17:39 | 19:03 | 21:34 | 27:33 | 03:55 | 02:54 |
 | Morbid Mask | 4 | 4.08% | 41.1 | 50.00% | +6.38% | +50.00% | -50.00% | 0.00% | 45:01 | 23:53 | 23:53 | 30:53 | 60:13 | 1:05:06 | 36:20 | 26:54 |
 | Buckler | 4 | 4.08% | 39.3 | 50.00% | +6.38% | -50.00% | -50.00% | 0.00% | 42:32 | 21:58 | 21:58 | 22:50 | 60:13 | 1:05:06 | 38:15 | 28:20 |
 | Vladmir's Offering | 4 | 4.08% | 37.5 | 50.00% | +6.38% | +50.00% | -50.00% | 0.00% | 45:26 | 25:04 | 25:04 | 31:21 | 60:13 | 1:05:06 | 35:09 | 26:02 |
 | Hood of Defiance | 1 | 1.02% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 00:00 | 00:00 |
 | Bracer | 1 | 1.02% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.02% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.02% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:56 | 56:56 | 56:56 | 56:56 | 56:56 | 56:56 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.02% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Javelin | 6 | 6.12% | 26.8 | 33.33% | -11.24% | -33.33% | -33.33% | 0.00% | 18:42 | 07:32 | 09:14 | 15:27 | 26:35 | 34:32 | 17:21 | 12:51 |
 | Maelstrom | 6 | 6.12% | 25.0 | 33.33% | -11.24% | -33.33% | -33.33% | 0.00% | 22:00 | 12:11 | 14:02 | 20:08 | 27:03 | 36:01 | 13:01 | 09:38 |
 | Drum of Endurance | 2 | 2.04% | 23.2 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 42:35 | 35:04 | 35:04 | 50:05 | 50:05 | 50:05 | 15:01 | 11:07 |
 | Ethereal Blade | 2 | 2.04% | 21.4 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 47:43 | 46:31 | 46:31 | 48:54 | 48:54 | 48:54 | 02:23 | 01:45 |
 | Wraith Pact | 1 | 1.02% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Bottle | 2 | 2.04% | 17.9 | 0.00% | -44.79% | 0.00% | 0.00% | 0.00% | 00:58 | 00:02 | 00:02 | 01:54 | 01:54 | 01:54 | 01:52 | 01:22 |
 | Null Talisman | 2 | 2.04% | 16.1 | 0.00% | -44.79% | 0.00% | 0.00% | 0.00% | 02:55 | 02:15 | 02:15 | 03:35 | 03:35 | 03:35 | 01:20 | 00:59 |
 | Black King Bar | 1 | 1.02% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Dagon | 1 | 1.02% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.02% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.02% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.02% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Desolator | 1 | 1.02% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Rod of Atos | 3 | 3.06% | 3.6 | 0.00% | -45.26% | 0.00% | 0.00% | 0.00% | 25:26 | 20:47 | 20:47 | 23:50 | 31:40 | 31:40 | 10:53 | 08:03 |
 | Gleipnir | 3 | 3.06% | 1.8 | 0.00% | -45.26% | 0.00% | 0.00% | 0.00% | 26:48 | 23:05 | 23:05 | 25:10 | 32:09 | 32:09 | 09:04 | 06:42 |