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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 | |
 | Wind Lace | 35 | 24.82% | 100.0 | 68.57% | +29.89% | -1.90% | -13.01% | -0.63% | 16:45 | -01:29 | 07:25 | 15:03 | 24:58 | 40:21 | 17:33 | 13:00 |
 | Headdress | 24 | 17.02% | 98.3 | 70.83% | +29.80% | -4.16% | +12.50% | 1.58% | 17:45 | -01:29 | 11:30 | 16:31 | 22:02 | 33:35 | 10:32 | 07:48 |
 | Boots of Bearing | 5 | 3.55% | 96.7 | 100.00% | +55.88% | 0.00% | 0.00% | 0.00% | 32:42 | 27:56 | 27:56 | 31:37 | 33:26 | 41:09 | 05:30 | 04:04 |
 | Ring of Health | 24 | 17.02% | 95.0 | 66.67% | +24.79% | -16.67% | 0.00% | 1.17% | 27:04 | 11:58 | 18:14 | 24:18 | 32:30 | 57:30 | 14:16 | 10:34 |
 | Ring of Protection | 25 | 17.73% | 93.3 | 64.00% | +21.76% | +19.33% | +2.67% | -1.21% | 20:32 | -01:29 | 12:55 | 21:23 | 26:41 | 42:57 | 13:46 | 10:11 |
 | Drum of Endurance | 18 | 12.77% | 91.7 | 66.67% | +23.58% | -6.67% | -41.67% | -2.25% | 23:21 | 11:49 | 15:40 | 19:25 | 31:15 | 40:21 | 15:35 | 11:32 |
 | Pipe of Insight | 7 | 4.96% | 90.0 | 85.71% | +41.68% | +14.29% | +14.29% | 0.00% | 29:29 | 20:07 | 26:39 | 29:14 | 32:56 | 34:29 | 06:17 | 04:39 |
 | Fluffy Hat | 132 | 93.62% | 88.3 | 48.48% | +37.37% | 0.00% | +3.04% | 0.34% | 11:39 | -01:29 | 07:03 | 09:40 | 15:57 | 33:58 | 08:54 | 06:35 |
 | Hurricane Pike | 54 | 38.30% | 86.7 | 53.70% | +12.32% | -3.70% | +0.15% | 0.46% | 28:36 | 17:22 | 24:21 | 27:49 | 32:44 | 45:46 | 08:23 | 06:12 |
 | Magic Wand | 136 | 96.45% | 85.0 | 47.79% | +47.79% | -6.61% | +2.21% | 1.83% | 08:00 | -01:30 | 05:21 | 07:59 | 10:10 | 17:31 | 04:49 | 03:34 |
 | Crown | 9 | 6.38% | 83.3 | 77.78% | +33.84% | +22.22% | +22.22% | 0.00% | 21:51 | 05:34 | 15:24 | 22:11 | 23:52 | 35:52 | 08:28 | 06:16 |
 | Solar Crest | 9 | 6.38% | 81.7 | 77.78% | +33.84% | +22.22% | +22.22% | 0.00% | 24:03 | 10:00 | 17:01 | 24:44 | 28:19 | 36:21 | 11:18 | 08:22 |
 | Tranquil Boots | 9 | 6.38% | 80.0 | 77.78% | +33.84% | -27.78% | +22.22% | 0.00% | 25:42 | 11:39 | 12:09 | 26:55 | 32:52 | 41:09 | 20:43 | 15:20 |
 | Wraith Pact | 9 | 6.38% | 78.3 | 77.78% | +33.84% | +22.22% | +22.22% | 0.00% | 32:11 | 18:54 | 24:34 | 31:49 | 35:27 | 47:22 | 10:53 | 08:03 |
 | Force Staff | 108 | 76.60% | 76.7 | 48.15% | +8.76% | -7.41% | +11.11% | 2.55% | 22:34 | 12:42 | 18:33 | 21:20 | 25:48 | 37:09 | 07:15 | 05:22 |
 | Magic Stick | 139 | 98.58% | 75.0 | 46.76% | +46.76% | +13.24% | -3.90% | -3.13% | 03:33 | -01:30 | -01:28 | 02:54 | 06:57 | 14:02 | 08:25 | 06:14 |
 | Boots of Speed | 136 | 96.45% | 73.3 | 46.32% | +6.32% | +0.74% | +3.68% | 0.73% | 07:34 | -01:29 | 05:01 | 06:37 | 09:02 | 33:10 | 04:01 | 02:58 |
 | Vladmir's Offering | 15 | 10.64% | 71.7 | 66.67% | +23.02% | +8.33% | -16.67% | -2.21% | 30:23 | 14:32 | 24:13 | 30:12 | 35:31 | 43:26 | 11:18 | 08:22 |
 | Morbid Mask | 15 | 10.64% | 70.0 | 66.67% | +23.02% | -16.67% | -16.67% | 0.00% | 29:36 | 13:47 | 22:42 | 27:29 | 35:31 | 43:25 | 12:49 | 09:29 |
 | Dragon Lance | 67 | 47.52% | 68.3 | 49.25% | +6.01% | -13.96% | -2.19% | 1.31% | 23:47 | 11:48 | 18:04 | 22:53 | 27:05 | 45:28 | 09:01 | 06:40 |
 | Buckler | 20 | 14.18% | 66.7 | 60.00% | +16.20% | +20.00% | 0.00% | -1.81% | 25:12 | 09:33 | 17:03 | 23:15 | 28:05 | 42:57 | 11:02 | 08:10 |
 | Ring of Basilius | 20 | 14.18% | 65.0 | 60.00% | +16.20% | -40.00% | 0.00% | 2.77% | 22:46 | 02:19 | 15:00 | 22:01 | 29:27 | 40:52 | 14:27 | 10:42 |
 | Holy Locket | 16 | 11.35% | 63.3 | 62.50% | +18.50% | -37.50% | +12.50% | 7.77% | 17:49 | 12:29 | 13:26 | 14:41 | 19:52 | 33:13 | 06:26 | 04:45 |
 | Hood of Defiance | 14 | 9.93% | 61.7 | 64.29% | +20.20% | -14.29% | +35.71% | 6.65% | 21:03 | 12:11 | 17:03 | 21:14 | 24:34 | 31:42 | 07:31 | 05:34 |
 | Power Treads | 90 | 63.83% | 60.0 | 44.44% | -4.58% | -9.66% | -12.62% | -0.40% | 15:29 | 06:10 | 10:53 | 13:56 | 18:16 | 34:32 | 07:23 | 05:28 |
 | Glimmer Cape | 32 | 22.70% | 58.3 | 50.00% | +5.05% | 0.00% | -25.00% | -4.48% | 25:35 | 13:38 | 21:29 | 22:54 | 27:04 | 1:04:11 | 05:35 | 04:08 |
 | Blight Stone | 56 | 39.72% | 56.7 | 44.64% | -2.42% | -8.93% | +5.36% | 14.29% | 02:12 | -01:30 | -01:29 | -01:29 | -01:25 | 40:00 | 00:04 | 00:02 |
 | Aghanim's Shard | 13 | 9.22% | 55.0 | 61.54% | +17.01% | +5.13% | +38.46% | 4.94% | 31:32 | 23:07 | 27:08 | 31:24 | 33:53 | 44:14 | 06:45 | 05:00 |
 | Ghost Scepter | 5 | 3.55% | 53.3 | 80.00% | +35.15% | +20.00% | +20.00% | 0.00% | 32:33 | 26:16 | 26:16 | 31:30 | 36:55 | 41:29 | 10:39 | 07:53 |
 | Medallion of Courage | 13 | 9.22% | 51.7 | 53.85% | +8.54% | -20.52% | -20.52% | 0.00% | 21:20 | 04:30 | 12:54 | 20:38 | 26:12 | 40:00 | 13:18 | 09:51 |
 | Void Stone | 11 | 7.80% | 50.0 | 54.55% | +9.17% | -21.22% | -21.22% | 0.00% | 37:49 | 27:11 | 29:56 | 35:14 | 37:49 | 57:30 | 07:53 | 05:50 |
 | Chainmail | 21 | 14.89% | 48.3 | 42.86% | -3.81% | -2.86% | -22.86% | -1.08% | 26:01 | 03:53 | 16:29 | 27:07 | 35:04 | 42:36 | 18:35 | 13:45 |
 | Arcane Boots | 4 | 2.84% | 46.7 | 75.00% | +29.74% | -75.00% | +25.00% | 0.00% | 18:05 | 10:05 | 10:05 | 11:58 | 14:33 | 35:44 | 04:28 | 03:18 |
 | Blink Dagger | 2 | 1.42% | 45.0 | 100.00% | +54.68% | 0.00% | 0.00% | 0.00% | 36:54 | 28:07 | 28:07 | 45:40 | 45:40 | 45:40 | 17:33 | 13:00 |
 | Linken's Sphere | 2 | 1.42% | 43.3 | 100.00% | +54.68% | 0.00% | 0.00% | 0.00% | 49:30 | 41:08 | 41:08 | 57:51 | 57:51 | 57:51 | 16:43 | 12:22 |
 | Aeon Disk | 2 | 1.42% | 41.7 | 100.00% | +54.68% | 0.00% | 0.00% | 0.00% | 47:37 | 45:36 | 45:36 | 49:37 | 49:37 | 49:37 | 04:01 | 02:58 |
 | Lotus Orb | 5 | 3.55% | 40.0 | 60.00% | +14.41% | +40.00% | -60.00% | 0.00% | 36:55 | 33:02 | 33:02 | 36:02 | 38:30 | 42:12 | 05:28 | 04:02 |
 | Black King Bar | 10 | 7.09% | 38.3 | 40.00% | -6.56% | -6.67% | +60.00% | 6.67% | 36:49 | 19:56 | 32:25 | 39:48 | 42:25 | 43:59 | 10:00 | 07:24 |
 | Moon Shard | 11 | 7.80% | 36.7 | 36.36% | -10.56% | -3.03% | -3.03% | 0.00% | 38:03 | 24:48 | 35:28 | 37:50 | 39:42 | 59:34 | 04:14 | 03:08 |
 | Falcon Blade | 4 | 2.84% | 35.0 | 50.00% | +4.01% | -50.00% | -50.00% | 0.00% | 08:13 | 07:08 | 07:08 | 07:39 | 08:50 | 09:15 | 01:42 | 01:15 |
 | Wraith Band | 1 | 0.71% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.71% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.71% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.71% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:17 | 59:17 | 59:17 | 59:17 | 59:17 | 59:17 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.71% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Null Talisman | 7 | 4.96% | 25.0 | 28.57% | -18.44% | -28.57% | +71.43% | 0.00% | 08:24 | 01:21 | 01:42 | 02:47 | 07:07 | 33:00 | 05:25 | 04:00 |
 | Witch Blade | 8 | 5.67% | 23.3 | 25.00% | -22.37% | -25.00% | -25.00% | 0.00% | 35:32 | 29:10 | 30:44 | 35:05 | 37:34 | 42:36 | 06:50 | 05:03 |
 | Javelin | 2 | 1.42% | 21.7 | 50.00% | +3.96% | -50.00% | 0.00% | 0.00% | 37:46 | 33:40 | 33:40 | 41:51 | 41:51 | 41:51 | 08:11 | 06:03 |
 | Helm of Iron Will | 2 | 1.42% | 20.0 | 50.00% | +3.96% | +50.00% | 0.00% | 0.00% | 33:15 | 31:55 | 31:55 | 34:34 | 34:34 | 34:34 | 02:39 | 01:57 |
 | Vanguard | 2 | 1.42% | 18.3 | 50.00% | +3.96% | +50.00% | 0.00% | 0.00% | 26:33 | 22:08 | 22:08 | 30:58 | 30:58 | 30:58 | 08:50 | 06:32 |
 | Shiva's Guard | 2 | 1.42% | 16.7 | 50.00% | +3.96% | +50.00% | 0.00% | 0.00% | 38:14 | 32:54 | 32:54 | 43:34 | 43:34 | 43:34 | 10:40 | 07:54 |
 | Bracer | 10 | 7.09% | 15.0 | 20.00% | -28.09% | +13.33% | -20.00% | -7.69% | 11:55 | 06:48 | 09:16 | 10:48 | 13:36 | 22:51 | 04:20 | 03:12 |
 | Quelling Blade | 4 | 2.84% | 13.3 | 25.00% | -21.72% | -25.00% | +75.00% | 0.00% | 10:44 | -01:29 | -01:29 | 02:35 | 09:19 | 32:32 | 10:48 | 08:00 |
 | Crimson Guard | 1 | 0.71% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.71% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.71% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.71% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.71% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:51 | 55:51 | 55:51 | 55:51 | 55:51 | 55:51 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.71% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Scythe of Vyse | 3 | 2.13% | 1.7 | 0.00% | -47.10% | 0.00% | 0.00% | 0.00% | 39:38 | 32:40 | 32:40 | 34:27 | 51:48 | 51:48 | 19:08 | 14:10 |