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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 | 8 | 7.34% | 100.0 | 100.00% | +52.48% | 0.00% | 0.00% | 0.00% | 42:00 | 24:47 | 33:38 | 40:08 | 45:40 | 1:05:26 | 12:02 | 08:54 |
 | Aghanim's Scepter | 16 | 14.68% | 98.4 | 87.50% | +42.34% | -12.50% | -12.50% | 0.00% | 37:59 | 18:23 | 32:14 | 36:09 | 41:08 | 51:18 | 08:54 | 06:35 |
 | Boots of Bearing | 29 | 26.61% | 96.8 | 79.31% | +38.06% | +6.40% | +6.40% | 0.00% | 35:31 | 20:25 | 29:26 | 33:32 | 41:28 | 53:33 | 12:02 | 08:54 |
 | Vladmir's Offering | 5 | 4.59% | 95.2 | 100.00% | +50.96% | 0.00% | 0.00% | 0.00% | 32:24 | 24:36 | 24:36 | 34:07 | 34:22 | 37:56 | 09:46 | 07:14 |
 | Void Stone | 13 | 11.93% | 93.7 | 76.92% | +29.00% | -43.59% | +23.08% | 2.52% | 32:00 | 11:42 | 15:48 | 30:02 | 42:18 | 1:05:27 | 26:30 | 19:37 |
 | Glimmer Cape | 17 | 15.60% | 92.1 | 70.59% | +22.76% | +4.41% | +29.41% | 2.29% | 29:18 | 18:05 | 23:14 | 29:46 | 34:08 | 40:14 | 10:54 | 08:04 |
 | Magic Stick | 103 | 94.50% | 90.5 | 52.43% | +19.10% | -6.28% | +1.42% | 1.21% | 04:27 | -01:30 | -01:28 | 03:33 | 07:51 | 16:36 | 09:19 | 06:54 |
 | Magic Wand | 86 | 78.90% | 88.9 | 53.49% | +10.01% | +1.06% | -10.63% | -2.54% | 11:01 | 02:54 | 08:39 | 10:13 | 13:15 | 27:01 | 04:36 | 03:24 |
 | Ring of Basilius | 12 | 11.01% | 87.3 | 75.00% | +26.55% | -41.67% | +25.00% | 13.56% | 17:02 | 08:20 | 12:12 | 12:19 | 17:07 | 32:43 | 04:55 | 03:38 |
 | Tranquil Boots | 74 | 67.89% | 85.7 | 54.05% | +8.34% | +19.63% | +1.51% | -3.22% | 13:56 | 05:20 | 09:00 | 11:41 | 14:38 | 38:53 | 05:38 | 04:10 |
 | Force Staff | 39 | 35.78% | 84.1 | 58.97% | +11.83% | +21.03% | +1.03% | -1.71% | 29:58 | 17:43 | 24:06 | 26:23 | 35:47 | 47:37 | 11:41 | 08:39 |
 | Boots of Speed | 109 | 100.00% | 82.5 | 51.38% | +51.38% | +0.47% | -25.45% | -8.14% | 06:21 | -01:29 | 04:54 | 06:33 | 08:05 | 12:31 | 03:11 | 02:21 |
 | Black King Bar | 14 | 12.84% | 81.0 | 71.43% | +23.01% | +3.57% | +28.57% | 1.03% | 39:04 | 23:52 | 26:41 | 30:18 | 50:53 | 1:15:47 | 24:12 | 17:55 |
 | Morbid Mask | 7 | 6.42% | 79.4 | 85.71% | +36.69% | -35.71% | +14.29% | 4.69% | 30:38 | 08:50 | 22:21 | 32:19 | 33:01 | 46:32 | 10:40 | 07:54 |
 | Wind Lace | 100 | 91.74% | 77.8 | 50.00% | -16.67% | -2.00% | -6.00% | -0.52% | 05:10 | -01:29 | -01:29 | 03:49 | 09:11 | 34:54 | 10:40 | 07:54 |
 | Drum of Endurance | 46 | 42.20% | 76.2 | 54.35% | +5.14% | +12.32% | -8.90% | -5.01% | 20:39 | 14:35 | 18:02 | 19:52 | 22:16 | 36:29 | 04:14 | 03:08 |
 | Fluffy Hat | 42 | 38.53% | 74.6 | 54.76% | +5.51% | +8.88% | +15.24% | 0.54% | 21:22 | 08:42 | 14:19 | 17:43 | 26:06 | 45:57 | 11:47 | 08:43 |
 | Buckler | 4 | 3.67% | 73.0 | 100.00% | +50.48% | 0.00% | 0.00% | 0.00% | 25:03 | 16:26 | 16:26 | 20:25 | 31:00 | 32:19 | 14:34 | 10:47 |
 | Crown | 18 | 16.51% | 71.4 | 61.11% | +11.66% | +38.89% | -11.11% | -5.06% | 22:50 | 13:42 | 17:22 | 19:04 | 27:15 | 40:17 | 09:53 | 07:19 |
 | Ring of Protection | 16 | 14.68% | 69.8 | 62.50% | +13.04% | -37.50% | +37.50% | 8.46% | 06:31 | -01:29 | -01:29 | -01:29 | 10:21 | 32:19 | 11:50 | 08:45 |
 | Ghost Scepter | 8 | 7.34% | 68.3 | 75.00% | +25.50% | -25.00% | -25.00% | 0.00% | 30:08 | 20:39 | 22:56 | 27:11 | 36:14 | 41:19 | 13:18 | 09:51 |
 | Power Treads | 9 | 8.26% | 66.7 | 66.67% | +16.67% | +33.33% | -16.67% | -22.39% | 12:17 | 10:28 | 10:46 | 11:53 | 13:00 | 15:14 | 02:14 | 01:39 |
 | Lotus Orb | 3 | 2.75% | 65.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 51:43 | 42:35 | 42:35 | 47:06 | 1:05:27 | 1:05:27 | 22:52 | 16:56 |
 | Crystalys | 3 | 2.75% | 63.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:59 | 33:36 | 33:36 | 38:05 | 39:17 | 39:17 | 05:41 | 04:12 |
 | Arcane Boots | 3 | 2.75% | 61.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:48 | 11:09 | 11:09 | 12:41 | 35:35 | 35:35 | 24:26 | 18:05 |
 | Headdress | 3 | 2.75% | 60.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:52 | 16:33 | 16:33 | 36:51 | 42:13 | 42:13 | 25:40 | 19:00 |
 | Boots of Travel | 3 | 2.75% | 58.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 55:08 | 39:44 | 39:44 | 1:02:28 | 1:03:11 | 1:03:11 | 23:27 | 17:22 |
 | Veil of Discord | 5 | 4.59% | 57.1 | 80.00% | +30.00% | +20.00% | -80.00% | -20.83% | 20:33 | 16:19 | 16:19 | 19:10 | 21:07 | 29:45 | 04:48 | 03:33 |
 | Solar Crest | 13 | 11.93% | 55.6 | 53.85% | +2.81% | +12.82% | +12.82% | 0.00% | 27:13 | 17:56 | 21:26 | 25:41 | 30:05 | 42:11 | 08:39 | 06:24 |
 | Blight Stone | 14 | 12.84% | 54.0 | 50.00% | -1.58% | 0.00% | +16.67% | 2.79% | 20:15 | 11:32 | 15:23 | 17:16 | 21:21 | 40:17 | 05:58 | 04:25 |
 | Medallion of Courage | 14 | 12.84% | 52.4 | 50.00% | -1.58% | 0.00% | +16.67% | 2.79% | 20:52 | 13:39 | 15:23 | 17:54 | 21:21 | 40:17 | 05:58 | 04:25 |
 | Eul's Scepter of Divinity | 6 | 5.50% | 50.8 | 66.67% | +16.18% | -16.67% | +33.33% | 2.72% | 32:02 | 20:24 | 24:01 | 26:04 | 42:24 | 47:50 | 18:23 | 13:37 |
 | Chainmail | 21 | 19.27% | 49.2 | 42.86% | -10.55% | -22.86% | +17.14% | 5.17% | 16:19 | 02:29 | 10:58 | 13:08 | 18:42 | 40:17 | 07:44 | 05:43 |
 | Mask of Madness | 4 | 3.67% | 47.6 | 75.00% | +24.52% | -75.00% | +25.00% | 2.69% | 37:17 | 09:18 | 09:18 | 40:23 | 46:32 | 52:55 | 37:14 | 27:34 |
 | Crimson Guard | 2 | 1.83% | 46.0 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 44:42 | 40:36 | 40:36 | 48:48 | 48:48 | 48:48 | 08:12 | 06:04 |
 | Moon Shard | 2 | 1.83% | 44.4 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 54:36 | 40:48 | 40:48 | 1:08:24 | 1:08:24 | 1:08:24 | 27:36 | 20:26 |
 | Hood of Defiance | 2 | 1.83% | 42.9 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 32:43 | 25:18 | 25:18 | 40:08 | 40:08 | 40:08 | 14:50 | 10:59 |
 | Pipe of Insight | 2 | 1.83% | 41.3 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 39:59 | 36:51 | 36:51 | 43:06 | 43:06 | 43:06 | 06:15 | 04:37 |
 | Helm of Iron Will | 2 | 1.83% | 39.7 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 43:58 | 40:24 | 40:24 | 47:32 | 47:32 | 47:32 | 07:08 | 05:17 |
 | Vanguard | 2 | 1.83% | 38.1 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 41:38 | 37:51 | 37:51 | 45:24 | 45:24 | 45:24 | 07:33 | 05:35 |
 | Quelling Blade | 12 | 11.01% | 36.5 | 41.67% | -10.91% | -8.34% | -8.34% | 0.00% | 09:42 | -01:29 | 02:38 | 07:46 | 09:33 | 31:36 | 06:55 | 05:07 |
 | Aeon Disk | 3 | 2.75% | 34.9 | 66.67% | +15.73% | +33.33% | 0.00% | 0.00% | 52:40 | 36:38 | 36:38 | 60:36 | 60:47 | 60:47 | 24:09 | 17:53 |
 | Blink Dagger | 3 | 2.75% | 33.3 | 66.67% | +15.73% | -66.67% | 0.00% | 0.00% | 46:38 | 42:14 | 42:14 | 43:43 | 53:57 | 53:57 | 11:43 | 08:40 |
 | Echo Sabre | 1 | 0.92% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.92% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:30 | 1:14:30 | 1:14:30 | 1:14:30 | 1:14:30 | 1:14:30 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.92% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:58 | 53:58 | 53:58 | 53:58 | 53:58 | 53:58 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.92% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.92% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.92% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:14 | 1:15:14 | 1:15:14 | 1:15:14 | 1:15:14 | 1:15:14 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.92% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.92% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Desolator | 1 | 0.92% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Bottle | 1 | 0.92% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.92% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.92% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Phase Boots | 8 | 7.34% | 12.7 | 25.00% | -28.47% | -25.00% | -25.00% | 0.00% | 10:58 | 04:44 | 09:08 | 11:14 | 12:50 | 13:03 | 03:42 | 02:44 |
 | Javelin | 2 | 1.83% | 11.1 | 50.00% | -1.40% | -50.00% | 0.00% | 0.00% | 33:48 | 21:34 | 21:34 | 46:02 | 46:02 | 46:02 | 24:28 | 18:07 |
 | Aghanim's Shard | 2 | 1.83% | 9.5 | 50.00% | -1.40% | -50.00% | 0.00% | 0.00% | 41:03 | 30:56 | 30:56 | 51:09 | 51:09 | 51:09 | 20:13 | 14:58 |
 | Pavise | 2 | 1.83% | 7.9 | 50.00% | -1.40% | +50.00% | 0.00% | 0.00% | 14:27 | 12:22 | 12:22 | 16:31 | 16:31 | 16:31 | 04:09 | 03:04 |
 | Monkey King Bar | 2 | 1.83% | 6.3 | 50.00% | -1.40% | -50.00% | 0.00% | 0.00% | 40:06 | 32:46 | 32:46 | 47:26 | 47:26 | 47:26 | 14:40 | 10:51 |
 | Wraith Band | 2 | 1.83% | 4.8 | 50.00% | -1.40% | +50.00% | 0.00% | 0.00% | 34:12 | 28:14 | 28:14 | 40:09 | 40:09 | 40:09 | 11:55 | 08:49 |
 | Bracer | 3 | 2.75% | 3.2 | 33.33% | -18.56% | -33.33% | 0.00% | 0.00% | 09:55 | -01:28 | -01:28 | 01:39 | 29:35 | 29:35 | 31:03 | 23:00 |
 | Orb of Venom | 3 | 2.75% | 1.6 | 33.33% | -18.56% | -33.33% | 0.00% | 0.00% | -00:50 | -01:29 | -01:29 | -01:22 | 00:21 | 00:21 | 01:50 | 01:21 |