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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 | |
 | Holy Locket | 8 | 3.38% | 100.0 | 100.00% | +56.77% | 0.00% | 0.00% | 0.00% | 30:27 | 23:13 | 24:29 | 29:30 | 33:57 | 39:59 | 09:28 | 07:00 |
 | Headdress | 31 | 13.08% | 98.6 | 67.74% | +25.99% | -17.74% | +19.76% | 3.17% | 23:12 | 08:37 | 16:13 | 22:33 | 28:03 | 41:56 | 11:50 | 08:45 |
 | Ring of Health | 33 | 13.92% | 97.2 | 66.67% | +25.00% | +20.83% | -4.17% | -2.38% | 21:12 | 10:08 | 14:53 | 18:46 | 25:23 | 45:21 | 10:30 | 07:46 |
 | Glimmer Cape | 57 | 24.05% | 95.8 | 61.40% | +21.40% | +24.31% | -4.26% | -2.86% | 24:33 | 14:30 | 18:32 | 22:49 | 28:31 | 53:34 | 09:59 | 07:23 |
 | Boots of Bearing | 50 | 21.10% | 94.4 | 62.00% | +21.36% | +7.23% | -12.00% | -2.09% | 27:55 | 18:46 | 22:59 | 26:32 | 32:11 | 42:06 | 09:12 | 06:48 |
 | Hood of Defiance | 22 | 9.28% | 93.0 | 68.18% | +25.39% | +31.82% | -28.18% | -11.25% | 18:50 | 10:23 | 14:57 | 17:41 | 20:17 | 39:42 | 05:20 | 03:57 |
 | Pipe of Insight | 21 | 8.86% | 91.5 | 66.67% | +23.61% | +13.33% | -6.67% | -2.96% | 26:04 | 16:11 | 20:55 | 25:32 | 27:41 | 42:23 | 06:46 | 05:00 |
 | Force Staff | 185 | 78.06% | 90.1 | 47.57% | +11.03% | +4.60% | -6.27% | -1.35% | 24:53 | 12:57 | 19:53 | 23:51 | 27:55 | 53:36 | 08:02 | 05:57 |
 | Tranquil Boots | 62 | 26.16% | 88.7 | 53.23% | +10.94% | -3.23% | -13.23% | -0.81% | 21:15 | 08:04 | 14:55 | 20:46 | 27:16 | 41:45 | 12:21 | 09:08 |
 | Wind Lace | 98 | 41.35% | 87.3 | 50.00% | +8.27% | +2.00% | +20.83% | 1.66% | 14:15 | -01:29 | 07:09 | 10:54 | 18:29 | 55:59 | 11:20 | 08:23 |
 | Void Stone | 18 | 7.59% | 85.9 | 66.67% | +23.29% | -26.67% | +8.33% | 2.39% | 35:15 | 10:36 | 25:22 | 33:16 | 40:00 | 1:03:56 | 14:38 | 10:50 |
 | Magic Wand | 229 | 96.62% | 84.5 | 45.85% | +20.85% | +1.52% | -7.25% | -1.95% | 07:25 | -01:29 | 04:47 | 06:34 | 09:17 | 28:18 | 04:30 | 03:20 |
 | Fluffy Hat | 215 | 90.72% | 83.1 | 46.05% | +9.69% | +5.80% | -3.46% | -1.03% | 14:34 | -01:29 | 09:20 | 12:33 | 18:17 | 50:35 | 08:57 | 06:37 |
 | Magic Stick | 233 | 98.31% | 81.7 | 45.49% | +20.49% | +4.51% | -9.28% | -3.68% | 02:31 | -01:30 | -01:29 | 01:24 | 05:14 | 23:19 | 06:43 | 04:58 |
 | Boots of Speed | 236 | 99.58% | 80.3 | 45.34% | +45.34% | -1.27% | -2.97% | -0.51% | 07:09 | -01:29 | 04:46 | 06:31 | 08:07 | 28:39 | 03:21 | 02:28 |
 | Dragon Lance | 136 | 57.38% | 78.9 | 46.32% | +2.76% | +6.62% | +12.50% | 0.47% | 24:51 | 10:15 | 18:23 | 21:41 | 30:49 | 47:46 | 12:26 | 09:12 |
 | Drum of Endurance | 80 | 33.76% | 77.5 | 48.75% | +5.44% | -3.75% | +11.25% | 1.67% | 19:33 | 09:23 | 13:41 | 16:15 | 22:40 | 55:59 | 08:59 | 06:39 |
 | Hurricane Pike | 116 | 48.95% | 76.1 | 46.55% | +2.75% | +8.62% | +1.73% | -0.65% | 30:47 | 15:11 | 25:00 | 29:49 | 35:37 | 53:52 | 10:37 | 07:51 |
 | Power Treads | 124 | 52.32% | 74.6 | 44.35% | -1.67% | +10.49% | -2.41% | -2.09% | 16:08 | 04:12 | 11:28 | 13:14 | 17:38 | 44:25 | 06:10 | 04:34 |
 | Lotus Orb | 6 | 2.53% | 73.2 | 83.33% | +39.17% | +16.67% | +16.67% | 0.00% | 38:24 | 29:44 | 30:58 | 36:05 | 45:21 | 50:33 | 14:23 | 10:39 |
 | Scythe of Vyse | 8 | 3.38% | 71.8 | 75.00% | +30.90% | +25.00% | -25.00% | 0.00% | 47:49 | 35:14 | 36:18 | 40:00 | 53:55 | 1:04:13 | 17:37 | 13:02 |
 | Diadem | 3 | 1.27% | 70.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 33:27 | 28:28 | 28:28 | 32:20 | 39:34 | 39:34 | 11:06 | 08:13 |
 | Black King Bar | 17 | 7.17% | 69.0 | 52.94% | +8.39% | -2.94% | -2.94% | 0.00% | 37:55 | 26:48 | 31:04 | 37:45 | 44:44 | 50:00 | 13:40 | 10:07 |
 | Ring of Protection | 20 | 8.44% | 67.6 | 50.00% | +5.30% | +30.00% | -10.00% | -1.09% | 21:59 | -01:29 | -01:20 | 24:54 | 38:01 | 42:50 | 39:21 | 29:08 |
 | Wraith Band | 39 | 16.46% | 66.2 | 41.03% | -4.93% | +18.97% | -21.03% | -3.90% | 23:51 | 02:44 | 19:00 | 25:37 | 29:15 | 38:13 | 10:15 | 07:35 |
 | Blight Stone | 35 | 14.77% | 64.8 | 40.00% | -6.04% | -6.67% | -6.67% | 0.00% | 06:33 | -01:29 | -01:29 | -01:28 | 12:23 | 31:17 | 13:52 | 10:16 |
 | Vladmir's Offering | 8 | 3.38% | 63.4 | 62.50% | +17.96% | -12.50% | -62.50% | 0.00% | 39:56 | 34:35 | 35:39 | 39:34 | 41:23 | 47:47 | 05:44 | 04:14 |
 | Medallion of Courage | 15 | 6.33% | 62.0 | 46.67% | +1.62% | +3.33% | -21.67% | -1.96% | 18:35 | 07:53 | 09:39 | 17:24 | 22:25 | 31:30 | 12:46 | 09:27 |
 | Aghanim's Shard | 19 | 8.02% | 60.6 | 42.11% | -3.30% | -22.11% | +17.89% | 5.69% | 25:08 | 15:03 | 17:51 | 21:27 | 24:53 | 1:11:49 | 07:02 | 05:12 |
 | Chainmail | 23 | 9.70% | 59.2 | 39.13% | -6.66% | -5.80% | -22.46% | -1.12% | 20:11 | 05:30 | 12:23 | 19:17 | 27:19 | 38:37 | 14:56 | 11:03 |
 | Mage Slayer | 4 | 1.69% | 57.7 | 75.00% | +30.36% | +25.00% | -75.00% | 0.00% | 41:00 | 28:05 | 28:05 | 32:29 | 45:39 | 57:48 | 17:34 | 13:00 |
 | Ring of Basilius | 10 | 4.22% | 56.3 | 50.00% | +5.07% | -16.67% | -50.00% | -0.93% | 28:57 | 01:22 | 05:21 | 34:55 | 41:22 | 47:24 | 36:01 | 26:40 |
 | Morbid Mask | 7 | 2.95% | 54.9 | 57.14% | +12.36% | -7.14% | -57.14% | 0.00% | 39:49 | 34:29 | 34:55 | 40:25 | 41:23 | 47:25 | 06:28 | 04:47 |
 | Linken's Sphere | 2 | 0.84% | 53.5 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 39:51 | 33:27 | 33:27 | 46:14 | 46:14 | 46:14 | 12:47 | 09:28 |
 | Buckler | 14 | 5.91% | 52.1 | 42.86% | -2.43% | +7.14% | -9.53% | -1.07% | 31:32 | 03:53 | 24:54 | 33:44 | 40:30 | 42:50 | 15:36 | 11:33 |
 | Arcane Boots | 8 | 3.38% | 50.7 | 50.00% | +5.02% | 0.00% | 0.00% | 0.00% | 23:57 | 10:17 | 17:04 | 23:04 | 28:14 | 37:19 | 11:10 | 08:16 |
 | Ghost Scepter | 8 | 3.38% | 49.3 | 50.00% | +5.02% | 0.00% | 0.00% | 0.00% | 32:53 | 22:59 | 27:08 | 31:33 | 31:43 | 56:02 | 04:35 | 03:23 |
 | Witch Blade | 5 | 2.11% | 47.9 | 60.00% | +15.17% | +40.00% | -60.00% | 0.00% | 32:59 | 17:57 | 17:57 | 38:09 | 38:13 | 38:37 | 20:16 | 15:00 |
 | Aghanim's Scepter | 13 | 5.49% | 46.5 | 38.46% | -7.08% | -38.46% | -5.13% | 2.43% | 36:54 | 17:00 | 30:48 | 38:37 | 44:32 | 51:11 | 13:44 | 10:10 |
 | Crown | 10 | 4.22% | 45.1 | 40.00% | -5.37% | -6.67% | -40.00% | -2.58% | 24:11 | 10:33 | 18:29 | 20:04 | 31:25 | 35:39 | 12:56 | 09:34 |
 | Solar Crest | 10 | 4.22% | 43.7 | 40.00% | -5.37% | -6.67% | -40.00% | -2.23% | 25:54 | 14:56 | 19:46 | 20:40 | 34:43 | 36:01 | 14:57 | 11:04 |
 | Bracer | 4 | 1.69% | 42.3 | 50.00% | +4.94% | +50.00% | -50.00% | 0.00% | 15:45 | 07:47 | 07:47 | 10:12 | 18:42 | 26:19 | 10:55 | 08:05 |
 | Wraith Pact | 4 | 1.69% | 40.8 | 50.00% | +4.94% | +50.00% | -50.00% | 0.00% | 45:57 | 42:10 | 42:10 | 42:37 | 48:47 | 50:13 | 06:37 | 04:54 |
 | Quelling Blade | 9 | 3.80% | 39.4 | 33.33% | -12.28% | +16.67% | +16.67% | 0.00% | 10:35 | -01:29 | -01:29 | 07:14 | 08:21 | 36:28 | 09:50 | 07:17 |
 | Moon Shard | 9 | 3.80% | 38.0 | 33.33% | -12.28% | +16.67% | -33.33% | -7.03% | 42:24 | 35:06 | 35:28 | 39:19 | 42:35 | 1:05:22 | 07:07 | 05:16 |
 | Crimson Guard | 1 | 0.42% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.42% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.42% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Yasha | 1 | 0.42% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.42% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.42% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.42% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.42% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Null Talisman | 2 | 0.84% | 25.4 | 50.00% | +4.89% | -50.00% | 0.00% | 0.00% | 11:59 | 05:21 | 05:21 | 18:36 | 18:36 | 18:36 | 13:15 | 09:48 |
 | Heaven's Halberd | 3 | 1.27% | 23.9 | 33.33% | -11.97% | +66.67% | 0.00% | 0.00% | 35:19 | 27:01 | 27:01 | 39:13 | 39:43 | 39:43 | 12:42 | 09:24 |
 | Sange | 3 | 1.27% | 22.5 | 33.33% | -11.97% | +66.67% | 0.00% | 0.00% | 31:32 | 21:54 | 21:54 | 33:48 | 38:53 | 38:53 | 16:59 | 12:34 |
 | Orchid Malevolence | 3 | 1.27% | 21.1 | 33.33% | -11.97% | -33.33% | 0.00% | 0.00% | 22:00 | 18:13 | 18:13 | 20:15 | 27:33 | 27:33 | 09:20 | 06:54 |
 | Falcon Blade | 4 | 1.69% | 19.7 | 25.00% | -20.49% | -25.00% | +75.00% | 0.00% | 12:47 | 06:39 | 06:39 | 07:36 | 13:53 | 22:59 | 07:14 | 05:21 |
 | Monkey King Bar | 6 | 2.53% | 18.3 | 16.67% | -29.22% | +33.33% | -16.67% | 0.00% | 43:54 | 35:11 | 42:00 | 42:19 | 47:01 | 50:37 | 05:01 | 03:42 |
 | Javelin | 7 | 2.95% | 16.9 | 14.29% | -31.80% | -14.29% | -14.29% | 0.00% | 42:29 | 34:44 | 37:26 | 41:46 | 45:31 | 50:25 | 08:05 | 05:59 |
 | Overwhelming Blink | 1 | 0.42% | 15.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.42% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.42% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:03 | 60:03 | 60:03 | 60:03 | 60:03 | 60:03 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.42% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 0.84% | 9.9 | 0.00% | -45.53% | 0.00% | 0.00% | 0.00% | 1:07:44 | 57:47 | 57:47 | 1:17:40 | 1:17:40 | 1:17:40 | 19:53 | 14:43 |
 | Bloodthorn | 1 | 0.42% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:56 | 57:56 | 57:56 | 57:56 | 57:56 | 57:56 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 0.84% | 7.0 | 0.00% | -45.53% | 0.00% | 0.00% | 0.00% | 24:13 | 20:12 | 20:12 | 28:14 | 28:14 | 28:14 | 08:02 | 05:57 |
 | Boots of Travel 2 | 1 | 0.42% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:37 | 1:22:37 | 1:22:37 | 1:22:37 | 1:22:37 | 1:22:37 | 00:00 | 00:00 |
 | Mekansm | 4 | 1.69% | 4.2 | 0.00% | -45.92% | 0.00% | 0.00% | 0.00% | 20:42 | 14:18 | 14:18 | 16:11 | 19:34 | 32:46 | 05:16 | 03:54 |
 | Hand of Midas | 1 | 0.42% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Pavise | 1 | 0.42% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 00:00 | 00:00 |