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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 | |
 | Void Stone | 16 | 11.85% | 100.0 | 81.25% | +38.39% | -6.25% | -6.25% | 0.00% | 39:59 | 21:32 | 31:51 | 39:44 | 42:33 | 59:17 | 10:42 | 07:55 |
 | Ring of Protection | 23 | 17.04% | 98.2 | 69.57% | +26.71% | -2.90% | +13.76% | 0.58% | 18:37 | -01:30 | -01:29 | 24:47 | 29:59 | 47:34 | 31:28 | 23:18 |
 | Force Staff | 57 | 42.22% | 96.5 | 59.65% | +21.19% | +18.92% | -2.51% | -1.78% | 29:44 | 16:07 | 23:18 | 27:36 | 35:20 | 52:21 | 12:02 | 08:54 |
 | Guardian Greaves | 8 | 5.93% | 94.7 | 87.50% | +42.62% | +12.50% | +12.50% | 0.00% | 27:37 | 15:06 | 25:20 | 29:02 | 31:18 | 31:33 | 05:58 | 04:25 |
 | Arcane Boots | 74 | 54.81% | 93.0 | 56.76% | +20.69% | +1.13% | +9.91% | 2.23% | 13:59 | 04:46 | 11:44 | 13:38 | 15:40 | 36:57 | 03:56 | 02:54 |
 | Magic Wand | 91 | 67.41% | 91.2 | 54.95% | +23.13% | +5.92% | -15.82% | -3.12% | 12:14 | -01:29 | 08:40 | 11:37 | 15:38 | 26:16 | 06:58 | 05:09 |
 | Ring of Health | 19 | 14.07% | 89.5 | 68.42% | +24.45% | +11.58% | +11.58% | 0.00% | 33:39 | 07:57 | 26:50 | 29:16 | 39:44 | 59:17 | 12:54 | 09:33 |
 | Fluffy Hat | 81 | 60.00% | 87.7 | 53.09% | +14.20% | +6.91% | -18.09% | -2.17% | 19:44 | 07:25 | 12:49 | 16:37 | 24:20 | 52:21 | 11:31 | 08:31 |
 | Glimmer Cape | 43 | 31.85% | 86.0 | 55.81% | +12.33% | +16.92% | -19.45% | -3.60% | 30:03 | 16:56 | 22:39 | 26:51 | 32:46 | 1:01:40 | 10:07 | 07:29 |
 | Boots of Speed | 135 | 100.00% | 84.2 | 47.41% | +47.41% | +5.53% | -18.00% | -5.81% | 06:16 | -01:29 | 04:14 | 06:14 | 08:17 | 15:30 | 04:03 | 03:00 |
 | Crown | 11 | 8.15% | 82.5 | 72.73% | +27.57% | -39.40% | +27.27% | 4.80% | 28:04 | 15:22 | 20:42 | 27:40 | 34:35 | 41:22 | 13:53 | 10:17 |
 | Buckler | 21 | 15.56% | 80.7 | 61.90% | +17.16% | -21.90% | +18.10% | 3.78% | 27:20 | 15:06 | 20:31 | 29:12 | 31:06 | 47:34 | 10:35 | 07:50 |
 | Magic Stick | 129 | 95.56% | 78.9 | 46.51% | -20.16% | +3.49% | -9.01% | -2.07% | 03:59 | -01:29 | -01:25 | 03:38 | 07:28 | 16:17 | 08:53 | 06:34 |
 | Boots of Bearing | 17 | 12.59% | 77.2 | 64.71% | +19.79% | +10.29% | -14.71% | -1.80% | 33:49 | 20:05 | 25:30 | 29:15 | 39:22 | 1:14:40 | 13:52 | 10:16 |
 | Headdress | 43 | 31.85% | 75.4 | 53.49% | +8.92% | +10.15% | +1.06% | -1.02% | 20:06 | 08:10 | 15:04 | 18:29 | 24:01 | 43:41 | 08:57 | 06:37 |
 | Aether Lens | 4 | 2.96% | 73.7 | 100.00% | +54.20% | 0.00% | 0.00% | 0.00% | 40:01 | 36:57 | 36:57 | 40:04 | 40:29 | 42:33 | 03:32 | 02:37 |
 | Holy Locket | 14 | 10.37% | 71.9 | 64.29% | +18.84% | +35.71% | +35.71% | 0.00% | 25:15 | 15:32 | 20:07 | 23:08 | 31:10 | 37:26 | 11:03 | 08:11 |
 | Black King Bar | 6 | 4.44% | 70.2 | 83.33% | +37.59% | -33.33% | +16.67% | 0.00% | 45:55 | 27:38 | 29:28 | 34:20 | 1:10:24 | 1:11:07 | 40:56 | 30:19 |
 | Medallion of Courage | 12 | 8.89% | 68.4 | 66.67% | +21.14% | 0.00% | +33.33% | 1.67% | 24:57 | 11:14 | 13:42 | 24:52 | 33:39 | 39:36 | 19:57 | 14:46 |
 | Solar Crest | 10 | 7.41% | 66.7 | 70.00% | +24.40% | -36.67% | +30.00% | 5.42% | 30:48 | 17:40 | 25:05 | 29:02 | 37:23 | 44:46 | 12:18 | 09:06 |
 | Lotus Orb | 10 | 7.41% | 64.9 | 70.00% | +24.40% | -3.33% | -20.00% | -0.89% | 40:43 | 24:41 | 32:03 | 38:13 | 50:46 | 59:18 | 18:43 | 13:51 |
 | Hood of Defiance | 8 | 5.93% | 63.2 | 75.00% | +29.33% | -25.00% | +25.00% | 3.06% | 26:28 | 09:58 | 13:05 | 27:06 | 29:25 | 45:17 | 16:20 | 12:05 |
 | Chainmail | 41 | 30.37% | 61.4 | 48.78% | +1.97% | -18.78% | +31.22% | 6.62% | 18:37 | 04:52 | 13:44 | 18:10 | 21:17 | 39:35 | 07:33 | 05:35 |
 | Wind Lace | 85 | 62.96% | 59.6 | 42.35% | -13.65% | -18.54% | +0.51% | 2.28% | 07:51 | -01:29 | 01:32 | 05:37 | 09:54 | 1:08:20 | 08:22 | 06:11 |
 | Ghost Scepter | 23 | 17.04% | 57.9 | 52.17% | +5.74% | -2.17% | -18.84% | -2.02% | 31:43 | 18:05 | 27:20 | 30:41 | 35:36 | 51:03 | 08:16 | 06:07 |
 | Blight Stone | 11 | 8.15% | 56.1 | 63.64% | +17.67% | +3.03% | +36.36% | 2.03% | 23:53 | 10:10 | 13:42 | 24:06 | 30:05 | 39:36 | 16:23 | 12:08 |
 | Drum of Endurance | 37 | 27.41% | 54.4 | 45.95% | -2.01% | +20.72% | -1.51% | -2.21% | 24:16 | 11:54 | 16:17 | 21:54 | 26:20 | 1:13:41 | 10:03 | 07:26 |
 | Linken's Sphere | 3 | 2.22% | 52.6 | 100.00% | +53.79% | 0.00% | 0.00% | 0.00% | 57:04 | 40:52 | 40:52 | 52:52 | 1:17:27 | 1:17:27 | 36:35 | 27:05 |
 | Wraith Band | 7 | 5.19% | 50.9 | 71.43% | +25.34% | -21.43% | -21.43% | 0.00% | 30:04 | 23:24 | 26:19 | 32:11 | 32:29 | 33:32 | 06:10 | 04:34 |
 | Tranquil Boots | 33 | 24.44% | 49.1 | 45.45% | -2.59% | +4.55% | +4.55% | 0.00% | 18:58 | 07:56 | 12:23 | 16:02 | 21:54 | 1:08:46 | 09:31 | 07:02 |
 | Pipe of Insight | 5 | 3.70% | 47.4 | 80.00% | +33.85% | +20.00% | +20.00% | 0.00% | 29:25 | 14:38 | 14:38 | 28:19 | 30:48 | 45:21 | 16:10 | 11:58 |
 | Mekansm | 23 | 17.04% | 45.6 | 47.83% | +0.51% | +18.84% | +2.17% | -3.83% | 22:06 | 11:37 | 19:40 | 22:03 | 24:01 | 31:40 | 04:21 | 03:13 |
 | Vladmir's Offering | 6 | 4.44% | 43.9 | 66.67% | +20.16% | -16.67% | +33.33% | 0.00% | 37:40 | 33:28 | 35:02 | 36:23 | 36:52 | 47:35 | 01:50 | 01:21 |
 | Aeon Disk | 7 | 5.19% | 42.1 | 57.14% | +10.26% | +42.86% | -57.14% | 0.00% | 45:37 | 35:23 | 38:42 | 43:07 | 53:19 | 55:41 | 14:37 | 10:49 |
 | Wraith Pact | 2 | 1.48% | 40.4 | 100.00% | +53.38% | 0.00% | 0.00% | 0.00% | 44:46 | 37:40 | 37:40 | 51:52 | 51:52 | 51:52 | 14:12 | 10:31 |
 | Quelling Blade | 8 | 5.93% | 38.6 | 50.00% | +2.76% | -50.00% | +50.00% | 12.63% | 06:16 | -01:29 | -01:29 | 02:47 | 09:24 | 21:06 | 10:53 | 08:03 |
 | Ring of Basilius | 5 | 3.70% | 36.8 | 60.00% | +13.08% | +40.00% | +40.00% | 0.00% | 36:41 | 31:41 | 31:41 | 34:04 | 36:40 | 47:34 | 04:59 | 03:41 |
 | Morbid Mask | 5 | 3.70% | 35.1 | 60.00% | +13.08% | -60.00% | +40.00% | 0.00% | 37:32 | 33:28 | 33:28 | 35:02 | 36:40 | 47:34 | 03:12 | 02:22 |
 | Bracer | 3 | 2.22% | 33.3 | 66.67% | +19.70% | -66.67% | 0.00% | 0.00% | 17:59 | 14:24 | 14:24 | 18:41 | 20:53 | 20:53 | 06:29 | 04:48 |
 | Blink Dagger | 3 | 2.22% | 31.6 | 66.67% | +19.70% | +33.33% | 0.00% | 0.00% | 31:03 | 21:01 | 21:01 | 36:00 | 36:07 | 36:07 | 15:06 | 11:11 |
 | Aghanim's Shard | 4 | 2.96% | 29.8 | 50.00% | +2.67% | -50.00% | -50.00% | 0.00% | 26:15 | 19:20 | 19:20 | 24:21 | 29:13 | 32:07 | 09:53 | 07:19 |
 | Kaya | 1 | 0.74% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.74% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.74% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.74% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.74% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.74% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 1.48% | 17.5 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 1:02:08 | 57:55 | 57:55 | 1:06:21 | 1:06:21 | 1:06:21 | 08:26 | 06:14 |
 | Orb of Venom | 2 | 1.48% | 15.8 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | -01:25 | -01:29 | -01:29 | -01:20 | -01:20 | -01:20 | 00:09 | 00:06 |
 | Sange | 2 | 1.48% | 14.0 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 60:32 | 56:40 | 56:40 | 1:04:23 | 1:04:23 | 1:04:23 | 07:43 | 05:42 |
 | Aghanim's Scepter | 2 | 1.48% | 12.3 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 30:01 | 26:16 | 26:16 | 33:45 | 33:45 | 33:45 | 07:29 | 05:32 |
 | Crimson Guard | 2 | 1.48% | 10.5 | 0.00% | -48.12% | 0.00% | 0.00% | 0.00% | 25:51 | 15:48 | 15:48 | 35:53 | 35:53 | 35:53 | 20:05 | 14:52 |
 | Radiance | 1 | 0.74% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 00:00 | 00:00 |
 | Phase Boots | 5 | 3.70% | 7.0 | 0.00% | -49.23% | 0.00% | 0.00% | 0.00% | 11:31 | 07:04 | 07:04 | 12:46 | 13:37 | 15:49 | 06:33 | 04:51 |
 | Bottle | 1 | 0.74% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 3 | 2.22% | 3.5 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | 19:30 | 14:35 | 14:35 | 20:45 | 23:10 | 23:10 | 08:35 | 06:21 |
 | Vanguard | 2 | 1.48% | 1.8 | 0.00% | -48.12% | 0.00% | 0.00% | 0.00% | 19:27 | 09:49 | 09:49 | 29:04 | 29:04 | 29:04 | 19:15 | 14:15 |