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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 | |
 | Boots of Bearing | 28 | 19.05% | 100.0 | 67.86% | +21.64% | +32.14% | -10.72% | -4.82% | 27:48 | 19:25 | 23:14 | 26:37 | 32:07 | 38:53 | 08:53 | 06:34 |
 | Headdress | 25 | 17.01% | 98.3 | 68.00% | +21.28% | -18.00% | +15.33% | 2.33% | 23:16 | 08:37 | 14:11 | 21:37 | 28:28 | 41:56 | 14:17 | 10:34 |
 | Tranquil Boots | 33 | 22.45% | 96.6 | 63.64% | +17.15% | +23.86% | -13.64% | -4.05% | 22:59 | 09:58 | 18:51 | 23:16 | 28:06 | 35:21 | 09:15 | 06:51 |
 | Holy Locket | 5 | 3.40% | 94.9 | 100.00% | +51.41% | 0.00% | 0.00% | 0.00% | 32:11 | 23:13 | 23:13 | 33:57 | 34:17 | 39:59 | 11:04 | 08:11 |
 | Magic Wand | 142 | 96.60% | 93.2 | 52.11% | +52.11% | +0.67% | -3.54% | -0.94% | 07:02 | 00:20 | 04:30 | 06:06 | 08:58 | 28:18 | 04:28 | 03:18 |
 | Force Staff | 116 | 78.91% | 91.5 | 52.59% | +10.65% | -0.87% | -7.76% | -0.88% | 25:08 | 14:18 | 20:05 | 24:04 | 27:55 | 52:51 | 07:50 | 05:48 |
 | Wind Lace | 52 | 35.37% | 89.8 | 57.69% | +11.37% | -3.84% | +11.54% | 1.36% | 13:32 | -01:29 | 06:24 | 09:40 | 17:42 | 43:58 | 11:18 | 08:22 |
 | Magic Stick | 145 | 98.64% | 88.1 | 51.03% | +51.03% | +7.30% | -1.03% | -2.66% | 02:15 | -01:30 | -01:29 | 00:45 | 04:37 | 19:11 | 06:06 | 04:31 |
 | Boots of Speed | 146 | 99.32% | 86.4 | 50.68% | +50.68% | +0.67% | +2.10% | 0.43% | 06:35 | -01:29 | 04:29 | 06:16 | 07:50 | 27:25 | 03:21 | 02:28 |
 | Dragon Lance | 86 | 58.50% | 84.7 | 53.49% | +7.59% | +5.60% | +3.65% | -0.17% | 24:22 | 10:15 | 17:46 | 20:54 | 29:09 | 47:46 | 11:23 | 08:25 |
 | Ring of Health | 23 | 15.65% | 83.1 | 65.22% | +17.64% | +18.11% | -15.22% | -3.99% | 21:46 | 10:08 | 15:34 | 20:04 | 23:55 | 45:21 | 08:21 | 06:11 |
 | Fluffy Hat | 138 | 93.88% | 81.4 | 50.72% | +6.28% | +6.42% | -3.66% | -1.11% | 14:34 | -01:29 | 09:08 | 12:17 | 18:12 | 50:35 | 09:04 | 06:42 |
 | Hurricane Pike | 76 | 51.70% | 79.7 | 53.95% | +7.47% | +9.21% | -6.58% | -1.38% | 30:18 | 15:11 | 24:10 | 28:55 | 35:36 | 48:18 | 11:26 | 08:28 |
 | Black King Bar | 12 | 8.16% | 78.0 | 75.00% | +26.85% | -8.33% | -8.33% | 0.00% | 37:49 | 26:48 | 31:04 | 37:22 | 43:39 | 50:00 | 12:35 | 09:19 |
 | Hood of Defiance | 16 | 10.88% | 76.3 | 68.75% | +20.66% | +31.25% | -18.75% | -9.26% | 19:44 | 10:23 | 14:53 | 19:00 | 20:17 | 39:42 | 05:24 | 04:00 |
 | Pipe of Insight | 18 | 12.24% | 74.6 | 66.67% | +18.61% | +13.33% | +8.33% | -0.55% | 26:16 | 16:11 | 20:55 | 25:08 | 30:03 | 42:23 | 09:08 | 06:45 |
 | Drum of Endurance | 41 | 27.89% | 72.9 | 56.10% | +7.99% | +3.90% | +13.90% | 1.30% | 18:49 | 09:37 | 12:37 | 15:50 | 20:20 | 47:36 | 07:43 | 05:42 |
 | Glimmer Cape | 37 | 25.17% | 71.2 | 56.76% | +8.58% | +21.02% | -1.20% | -2.08% | 24:50 | 14:30 | 18:15 | 24:03 | 28:57 | 53:34 | 10:42 | 07:55 |
 | Power Treads | 86 | 58.50% | 69.5 | 50.00% | -0.82% | +9.09% | -7.14% | -2.05% | 16:03 | 04:12 | 11:25 | 12:56 | 19:21 | 43:44 | 07:56 | 05:52 |
 | Void Stone | 9 | 6.12% | 67.8 | 77.78% | +29.23% | +22.22% | +22.22% | 0.00% | 36:35 | 21:08 | 27:19 | 35:14 | 40:00 | 53:55 | 12:41 | 09:23 |
 | Ring of Protection | 15 | 10.20% | 66.1 | 66.67% | +18.19% | +33.33% | -16.67% | -1.36% | 23:47 | -01:29 | -01:20 | 27:04 | 38:01 | 42:50 | 39:21 | 29:08 |
 | Scythe of Vyse | 6 | 4.08% | 64.4 | 83.33% | +34.39% | +16.67% | +16.67% | 0.00% | 42:25 | 35:14 | 36:18 | 39:50 | 49:11 | 53:55 | 12:53 | 09:32 |
 | Blight Stone | 25 | 17.01% | 62.7 | 52.00% | +2.00% | -2.00% | -18.67% | -1.53% | 07:10 | -01:29 | -01:29 | -01:21 | 12:23 | 31:17 | 13:52 | 10:16 |
 | Diadem | 3 | 2.04% | 61.0 | 100.00% | +50.69% | 0.00% | 0.00% | 0.00% | 33:27 | 28:28 | 28:28 | 32:20 | 39:34 | 39:34 | 11:06 | 08:13 |
 | Mage Slayer | 3 | 2.04% | 59.3 | 100.00% | +50.69% | 0.00% | 0.00% | 0.00% | 35:24 | 28:05 | 28:05 | 32:29 | 45:39 | 45:39 | 17:34 | 13:00 |
 | Ghost Scepter | 3 | 2.04% | 57.6 | 100.00% | +50.69% | 0.00% | 0.00% | 0.00% | 29:08 | 22:59 | 22:59 | 31:38 | 32:47 | 32:47 | 09:48 | 07:15 |
 | Vladmir's Offering | 7 | 4.76% | 55.9 | 71.43% | +22.14% | -21.43% | -21.43% | 0.00% | 39:38 | 34:35 | 35:39 | 39:34 | 40:25 | 47:47 | 04:46 | 03:31 |
 | Buckler | 11 | 7.48% | 54.2 | 54.55% | +4.55% | +12.12% | -21.22% | -2.15% | 32:57 | 14:47 | 24:54 | 34:28 | 40:25 | 42:50 | 15:31 | 11:29 |
 | Morbid Mask | 6 | 4.08% | 52.5 | 66.67% | +17.02% | -16.67% | -66.67% | 0.00% | 39:27 | 34:29 | 34:55 | 38:02 | 41:23 | 47:25 | 06:28 | 04:47 |
 | Medallion of Courage | 12 | 8.16% | 50.8 | 50.00% | -0.37% | +16.67% | -16.67% | -2.61% | 18:47 | 08:23 | 09:39 | 17:24 | 22:25 | 31:30 | 12:46 | 09:27 |
 | Wraith Band | 22 | 14.97% | 49.2 | 40.91% | -11.09% | +25.76% | -0.91% | -3.52% | 26:32 | 11:41 | 23:40 | 26:03 | 31:15 | 34:49 | 07:35 | 05:37 |
 | Chainmail | 16 | 10.88% | 47.5 | 43.75% | -7.40% | +6.25% | -18.75% | -3.08% | 17:25 | 08:23 | 12:07 | 16:53 | 20:14 | 29:36 | 08:07 | 06:00 |
 | Aghanim's Scepter | 10 | 6.80% | 45.8 | 50.00% | -0.36% | -16.67% | 0.00% | 1.81% | 39:34 | 30:48 | 35:19 | 38:37 | 44:32 | 51:11 | 09:13 | 06:49 |
 | Ring of Basilius | 7 | 4.76% | 44.1 | 57.14% | +7.14% | -57.14% | -7.14% | 0.00% | 34:00 | 01:22 | 34:29 | 38:02 | 40:25 | 47:24 | 05:56 | 04:23 |
 | Witch Blade | 2 | 1.36% | 42.4 | 100.00% | +50.34% | 0.00% | 0.00% | 0.00% | 28:05 | 17:57 | 17:57 | 38:13 | 38:13 | 38:13 | 20:16 | 15:00 |
 | Aghanim's Shard | 11 | 7.48% | 40.7 | 45.45% | -5.29% | -45.45% | +21.22% | 16.46% | 21:19 | 15:03 | 17:53 | 21:02 | 21:56 | 31:25 | 04:03 | 03:00 |
 | Quelling Blade | 6 | 4.08% | 39.0 | 50.00% | -0.35% | +50.00% | +50.00% | 0.00% | 15:10 | -01:29 | 06:48 | 07:23 | 33:28 | 36:28 | 26:40 | 19:45 |
 | Lotus Orb | 3 | 2.04% | 37.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 41:53 | 29:44 | 29:44 | 45:21 | 50:33 | 50:33 | 20:49 | 15:25 |
 | Wraith Pact | 3 | 2.04% | 35.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 47:03 | 42:10 | 42:10 | 48:47 | 50:13 | 50:13 | 08:03 | 05:57 |
 | Solar Crest | 7 | 4.76% | 33.9 | 42.86% | -7.85% | +7.14% | -42.86% | 0.00% | 26:56 | 15:14 | 19:46 | 29:45 | 32:26 | 36:01 | 12:40 | 09:22 |
 | Moon Shard | 7 | 4.76% | 32.2 | 42.86% | -7.85% | +7.14% | -42.86% | 0.00% | 38:28 | 35:06 | 35:28 | 39:05 | 39:19 | 42:35 | 03:51 | 02:51 |
 | Crown | 7 | 4.76% | 30.5 | 42.86% | -7.85% | +7.14% | -42.86% | 0.00% | 25:45 | 12:04 | 18:29 | 29:14 | 31:25 | 35:39 | 12:56 | 09:34 |
 | Bracer | 4 | 2.72% | 28.8 | 50.00% | -0.35% | +50.00% | -50.00% | 0.00% | 15:45 | 07:47 | 07:47 | 10:12 | 18:42 | 26:19 | 10:55 | 08:05 |
 | Yasha | 1 | 0.68% | 27.1 | 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 |
 | Linken's Sphere | 1 | 0.68% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.68% | 23.7 | 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 |
 | Assault Cuirass | 1 | 0.68% | 22.0 | 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 |
 | Arcane Boots | 6 | 4.08% | 20.3 | 33.33% | -17.73% | +16.67% | -33.33% | 0.00% | 22:57 | 10:17 | 17:04 | 20:46 | 28:14 | 37:19 | 11:10 | 08:16 |
 | Heaven's Halberd | 2 | 1.36% | 18.6 | 50.00% | -0.34% | +50.00% | 0.00% | 0.00% | 33:07 | 27:01 | 27:01 | 39:13 | 39:13 | 39:13 | 12:12 | 09:02 |
 | Falcon Blade | 2 | 1.36% | 16.9 | 50.00% | -0.34% | -50.00% | 0.00% | 0.00% | 18:26 | 13:53 | 13:53 | 22:59 | 22:59 | 22:59 | 09:06 | 06:44 |
 | Sange | 2 | 1.36% | 15.3 | 50.00% | -0.34% | +50.00% | 0.00% | 0.00% | 27:51 | 21:54 | 21:54 | 33:48 | 33:48 | 33:48 | 11:54 | 08:48 |
 | Monkey King Bar | 3 | 2.04% | 13.6 | 33.33% | -17.36% | +66.67% | 0.00% | 0.00% | 46:33 | 42:00 | 42:00 | 47:01 | 50:37 | 50:37 | 08:37 | 06:22 |
 | Javelin | 3 | 2.04% | 11.9 | 33.33% | -17.36% | +66.67% | 0.00% | 0.00% | 45:54 | 41:46 | 41:46 | 45:31 | 50:25 | 50:25 | 08:39 | 06:24 |
 | Mekansm | 3 | 2.04% | 10.2 | 0.00% | -51.39% | 0.00% | 0.00% | 0.00% | 16:41 | 14:18 | 14:18 | 16:11 | 19:34 | 19:34 | 05:16 | 03:54 |
 | Guardian Greaves | 2 | 1.36% | 8.5 | 0.00% | -51.03% | 0.00% | 0.00% | 0.00% | 24:13 | 20:12 | 20:12 | 28:14 | 28:14 | 28:14 | 08:02 | 05:57 |
 | Shadow Blade | 1 | 0.68% | 6.8 | 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 |
 | Orchid Malevolence | 1 | 0.68% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.68% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.68% | 1.7 | 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 |