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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 | |
 | Black King Bar | 26 | 29.89% | 100.0 | 61.54% | +22.20% | -4.40% | +21.79% | 6.41% | 25:47 | 16:24 | 24:28 | 25:26 | 28:33 | 32:22 | 04:05 | 03:01 |
 | Daedalus | 9 | 10.34% | 98.4 | 77.78% | +35.47% | +22.22% | -77.78% | -7.38% | 41:46 | 30:07 | 30:16 | 36:39 | 43:49 | 1:22:44 | 13:33 | 10:02 |
 | Drum of Endurance | 9 | 10.34% | 96.9 | 77.78% | +35.47% | +22.22% | +22.22% | 0.00% | 22:12 | 14:10 | 14:59 | 20:41 | 23:56 | 43:09 | 08:57 | 06:37 |
 | Force Staff | 15 | 17.24% | 95.3 | 66.67% | +25.00% | +8.33% | +8.33% | 0.00% | 24:18 | 16:45 | 18:54 | 25:59 | 27:54 | 32:29 | 09:00 | 06:40 |
 | Crystalys | 15 | 17.24% | 93.8 | 66.67% | +25.00% | +33.33% | -41.67% | -9.85% | 35:31 | 23:57 | 27:07 | 31:31 | 34:44 | 1:20:28 | 07:37 | 05:38 |
 | Aghanim's Shard | 61 | 70.11% | 92.2 | 50.82% | +16.20% | -4.15% | +2.51% | 0.82% | 22:24 | 15:00 | 17:06 | 19:45 | 25:13 | 47:06 | 08:07 | 06:00 |
 | Magic Wand | 70 | 80.46% | 90.6 | 48.57% | +13.28% | +1.43% | -1.51% | -0.40% | 08:57 | 01:01 | 05:13 | 08:20 | 12:29 | 25:02 | 07:16 | 05:22 |
 | Blink Dagger | 54 | 62.07% | 89.1 | 50.00% | +10.61% | +7.14% | -3.85% | -0.77% | 21:31 | 09:27 | 14:06 | 18:25 | 28:23 | 46:59 | 14:17 | 10:34 |
 | Fluffy Hat | 20 | 22.99% | 87.5 | 60.00% | +18.21% | 0.00% | 0.00% | 0.00% | 16:37 | -01:29 | 12:03 | 14:38 | 19:33 | 30:34 | 07:30 | 05:33 |
 | Magic Stick | 86 | 98.85% | 85.9 | 46.51% | +46.51% | +3.49% | -13.18% | -2.82% | 03:15 | -01:29 | -00:50 | 01:42 | 06:45 | 16:41 | 07:35 | 05:37 |
 | Boots of Speed | 87 | 100.00% | 84.4 | 45.98% | +45.98% | +4.02% | -0.53% | -1.66% | 05:05 | -01:29 | 04:06 | 05:06 | 06:50 | 10:09 | 02:44 | 02:01 |
 | Soul Ring | 36 | 41.38% | 82.8 | 50.00% | +6.86% | +16.67% | -16.67% | -6.60% | 06:55 | 02:16 | 03:50 | 05:33 | 08:53 | 18:06 | 05:03 | 03:44 |
 | Ring of Protection | 42 | 48.28% | 81.3 | 47.62% | +3.18% | +16.02% | -37.62% | -8.96% | 06:50 | -01:29 | 03:09 | 04:59 | 09:08 | 24:28 | 05:59 | 04:25 |
 | Wind Lace | 40 | 45.98% | 79.7 | 47.50% | +2.82% | +12.50% | -17.50% | -4.57% | 13:22 | 01:55 | 08:25 | 12:33 | 14:59 | 42:33 | 06:34 | 04:51 |
 | Boots of Bearing | 3 | 3.45% | 78.1 | 100.00% | +55.95% | 0.00% | 0.00% | 0.00% | 34:13 | 31:30 | 31:30 | 32:44 | 38:26 | 38:26 | 06:56 | 05:08 |
 | Helm of the Dominator | 5 | 5.75% | 76.6 | 80.00% | +36.10% | +20.00% | -80.00% | 0.00% | 25:39 | 20:07 | 20:07 | 21:25 | 27:22 | 39:05 | 07:15 | 05:22 |
 | Helm of Iron Will | 5 | 5.75% | 75.0 | 80.00% | +36.10% | +20.00% | -80.00% | 0.00% | 22:04 | 15:28 | 15:28 | 19:35 | 27:22 | 31:58 | 11:54 | 08:48 |
 | Aghanim's Scepter | 12 | 13.79% | 73.4 | 58.33% | +14.33% | -25.00% | +8.34% | 2.89% | 31:48 | 22:24 | 24:06 | 31:33 | 35:37 | 43:36 | 11:31 | 08:31 |
 | Tranquil Boots | 23 | 26.44% | 71.9 | 47.83% | +2.52% | +35.50% | -14.50% | -10.34% | 14:59 | 07:58 | 09:44 | 12:42 | 14:34 | 38:23 | 04:50 | 03:34 |
 | Power Treads | 15 | 17.24% | 70.3 | 53.33% | +8.89% | -3.33% | -3.33% | 0.00% | 09:03 | 07:09 | 08:08 | 08:21 | 09:59 | 12:28 | 01:51 | 01:22 |
 | Void Stone | 11 | 12.64% | 68.8 | 54.55% | +9.81% | +12.12% | -21.22% | -1.15% | 34:19 | 13:00 | 19:24 | 32:07 | 48:19 | 56:11 | 28:55 | 21:25 |
 | Bottle | 14 | 16.09% | 67.2 | 50.00% | +4.79% | -25.00% | -16.67% | 8.33% | 01:26 | 01:00 | 01:11 | 01:27 | 01:40 | 01:50 | 00:29 | 00:21 |
 | Arcane Boots | 14 | 16.09% | 65.6 | 50.00% | +4.79% | -50.00% | +16.67% | 20.73% | 14:34 | 07:50 | 10:21 | 11:21 | 13:34 | 31:37 | 03:13 | 02:22 |
 | Eul's Scepter of Divinity | 4 | 4.60% | 64.1 | 75.00% | +30.42% | -75.00% | +25.00% | 0.00% | 21:30 | 17:32 | 17:32 | 21:17 | 23:17 | 23:54 | 05:45 | 04:15 |
 | Javelin | 4 | 4.60% | 62.5 | 75.00% | +30.42% | -75.00% | +25.00% | 0.00% | 37:24 | 27:29 | 27:29 | 31:14 | 41:31 | 49:22 | 14:02 | 10:23 |
 | Ring of Health | 7 | 8.05% | 60.9 | 57.14% | +12.14% | -57.14% | -7.14% | 2.33% | 44:27 | 30:10 | 32:07 | 48:19 | 53:34 | 56:11 | 21:27 | 15:53 |
 | Blight Stone | 21 | 24.14% | 59.4 | 38.10% | -10.38% | -18.10% | -18.10% | 0.00% | 08:10 | -01:29 | -01:29 | -01:28 | 16:51 | 38:15 | 18:20 | 13:34 |
 | Crown | 15 | 17.24% | 57.8 | 40.00% | -7.22% | -15.00% | +10.00% | 9.04% | 18:31 | 09:08 | 15:26 | 16:44 | 18:12 | 33:06 | 02:46 | 02:02 |
 | Chainmail | 15 | 17.24% | 56.3 | 40.00% | -7.22% | -40.00% | +10.00% | 8.82% | 16:41 | 05:22 | 11:10 | 15:34 | 16:50 | 33:06 | 05:40 | 04:11 |
 | Ghost Scepter | 8 | 9.20% | 54.7 | 50.00% | +4.43% | -50.00% | +50.00% | 11.19% | 33:00 | 19:28 | 26:44 | 33:09 | 35:40 | 49:59 | 08:56 | 06:37 |
 | Headdress | 5 | 5.75% | 53.1 | 60.00% | +14.88% | -60.00% | +40.00% | 0.00% | 07:37 | -01:29 | -01:29 | -00:52 | 16:25 | 24:56 | 17:54 | 13:15 |
 | Silver Edge | 5 | 5.75% | 51.6 | 60.00% | +14.88% | +40.00% | -60.00% | 0.00% | 34:34 | 27:07 | 27:07 | 31:40 | 37:23 | 45:14 | 10:16 | 07:36 |
 | Shadow Blade | 6 | 6.90% | 50.0 | 50.00% | +4.32% | +50.00% | -50.00% | -15.19% | 33:04 | 26:35 | 28:05 | 31:21 | 34:40 | 45:06 | 06:35 | 04:52 |
 | Aeon Disk | 3 | 3.45% | 48.4 | 66.67% | +21.43% | +33.33% | 0.00% | 0.00% | 44:28 | 36:20 | 36:20 | 39:26 | 57:37 | 57:37 | 21:17 | 15:45 |
 | Linken's Sphere | 3 | 3.45% | 46.9 | 66.67% | +21.43% | +33.33% | 0.00% | 0.00% | 46:33 | 35:50 | 35:50 | 48:19 | 55:29 | 55:29 | 19:39 | 14:33 |
 | Mekansm | 3 | 3.45% | 45.3 | 66.67% | +21.43% | -66.67% | 0.00% | 0.00% | 19:25 | 14:47 | 14:47 | 18:33 | 24:56 | 24:56 | 10:09 | 07:31 |
 | Medallion of Courage | 12 | 13.79% | 43.8 | 33.33% | -14.67% | -33.33% | 0.00% | 3.60% | 16:58 | 08:12 | 10:10 | 12:57 | 19:26 | 33:06 | 09:16 | 06:51 |
 | Glimmer Cape | 9 | 10.34% | 42.2 | 33.33% | -14.11% | -33.33% | +16.67% | 2.65% | 29:28 | 18:15 | 18:39 | 26:24 | 37:29 | 52:30 | 18:50 | 13:57 |
 | Abyssal Blade | 1 | 1.15% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.15% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.15% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.15% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:11 | 56:11 | 56:11 | 56:11 | 56:11 | 56:11 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.15% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.15% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.15% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Bracer | 10 | 11.49% | 29.7 | 30.00% | -18.05% | -30.00% | +70.00% | 90.91% | 03:57 | -01:29 | 02:32 | 02:45 | 03:38 | 13:31 | 01:06 | 00:48 |
 | Ring of Basilius | 5 | 5.75% | 28.1 | 40.00% | -6.34% | -40.00% | +60.00% | 0.00% | 10:46 | 04:09 | 04:09 | 12:08 | 14:01 | 14:30 | 09:52 | 07:18 |
 | Null Talisman | 5 | 5.75% | 26.6 | 40.00% | -6.34% | -40.00% | -40.00% | 0.00% | 11:05 | 02:19 | 02:19 | 08:45 | 12:52 | 27:33 | 10:33 | 07:48 |
 | Quelling Blade | 5 | 5.75% | 25.0 | 40.00% | -6.34% | +60.00% | -40.00% | 0.00% | 07:51 | -01:29 | -01:29 | 05:50 | 07:28 | 28:56 | 08:57 | 06:37 |
 | Buckler | 5 | 5.75% | 23.4 | 40.00% | -6.34% | +60.00% | +60.00% | 0.00% | 21:09 | 10:04 | 10:04 | 24:28 | 26:50 | 32:09 | 16:46 | 12:25 |
 | Solar Crest | 8 | 9.20% | 21.9 | 25.00% | -23.10% | -25.00% | +25.00% | 8.31% | 24:04 | 17:36 | 19:28 | 22:06 | 25:29 | 33:06 | 06:01 | 04:27 |
 | Monkey King Bar | 2 | 2.30% | 20.3 | 50.00% | +4.12% | -50.00% | 0.00% | 0.00% | 40:36 | 31:10 | 31:10 | 50:02 | 50:02 | 50:02 | 18:52 | 13:58 |
 | Aether Lens | 2 | 2.30% | 18.8 | 50.00% | +4.12% | +50.00% | 0.00% | 0.00% | 41:33 | 33:46 | 33:46 | 49:20 | 49:20 | 49:20 | 15:34 | 11:31 |
 | Sange | 2 | 2.30% | 17.2 | 50.00% | +4.12% | +50.00% | 0.00% | 0.00% | 17:40 | 15:12 | 15:12 | 20:07 | 20:07 | 20:07 | 04:55 | 03:38 |
 | Kaya | 2 | 2.30% | 15.6 | 50.00% | +4.12% | +50.00% | 0.00% | 0.00% | 25:34 | 11:49 | 11:49 | 39:18 | 39:18 | 39:18 | 27:29 | 20:21 |
 | Wraith Pact | 3 | 3.45% | 14.1 | 33.33% | -13.10% | +66.67% | 0.00% | 0.00% | 28:49 | 21:35 | 21:35 | 24:08 | 40:44 | 40:44 | 19:09 | 14:11 |
 | Vladmir's Offering | 3 | 3.45% | 12.5 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 21:33 | 16:29 | 16:29 | 17:48 | 30:23 | 30:23 | 13:54 | 10:17 |
 | Veil of Discord | 3 | 3.45% | 10.9 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 17:12 | 14:49 | 14:49 | 18:02 | 18:45 | 18:45 | 03:56 | 02:54 |
 | Morbid Mask | 3 | 3.45% | 9.4 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 20:46 | 15:06 | 15:06 | 17:26 | 29:46 | 29:46 | 14:40 | 10:51 |
 | Spirit Vessel | 1 | 1.15% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 2.30% | 6.3 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 19:24 | 16:02 | 16:02 | 22:46 | 22:46 | 22:46 | 06:44 | 04:59 |
 | Lotus Orb | 1 | 1.15% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Desolator | 1 | 1.15% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.15% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 00:00 | 00:00 |