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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 | |
 | Aghanim's Scepter | 18 | 14.88% | 100.0 | 77.78% | +26.32% | +2.22% | -27.78% | -3.03% | 33:38 | 23:25 | 27:59 | 31:21 | 37:54 | 54:30 | 09:55 | 07:20 |
 | Lotus Orb | 36 | 29.75% | 98.0 | 69.44% | +20.03% | +19.45% | -13.88% | -4.91% | 29:10 | 19:40 | 25:04 | 27:58 | 31:51 | 42:50 | 06:47 | 05:01 |
 | Magic Wand | 84 | 69.42% | 95.9 | 61.90% | +21.36% | +4.77% | -23.80% | -3.54% | 13:31 | 01:55 | 09:15 | 13:37 | 17:19 | 29:57 | 08:04 | 05:58 |
 | Crimson Guard | 20 | 16.53% | 93.9 | 75.00% | +23.51% | +5.00% | -15.00% | -2.29% | 23:23 | 14:01 | 17:55 | 20:15 | 26:40 | 41:55 | 08:45 | 06:28 |
 | Void Stone | 37 | 30.58% | 91.8 | 67.57% | +17.57% | +21.32% | -12.01% | -4.74% | 28:33 | 19:40 | 24:12 | 28:22 | 31:14 | 42:31 | 07:02 | 05:12 |
 | Pipe of Insight | 32 | 26.45% | 89.8 | 68.75% | +18.19% | +6.25% | -6.25% | -2.23% | 23:34 | 12:48 | 19:43 | 21:39 | 25:19 | 41:12 | 05:36 | 04:08 |
 | Helm of Iron Will | 22 | 18.18% | 87.8 | 72.73% | +21.21% | +10.60% | -12.73% | -2.38% | 21:32 | 09:53 | 16:02 | 19:53 | 25:49 | 41:31 | 09:47 | 07:14 |
 | Hood of Defiance | 94 | 77.69% | 85.7 | 59.57% | +18.83% | +11.26% | -11.74% | -3.01% | 12:59 | 04:34 | 09:20 | 11:22 | 16:59 | 26:06 | 07:39 | 05:40 |
 | Magic Stick | 112 | 92.56% | 83.7 | 58.04% | +35.82% | -8.04% | -4.47% | 0.42% | 06:43 | -01:29 | 01:29 | 06:47 | 10:03 | 19:30 | 08:34 | 06:20 |
 | Ring of Protection | 51 | 42.15% | 81.6 | 62.75% | +12.75% | -1.21% | -1.21% | 0.00% | -00:41 | -01:29 | -01:29 | -01:29 | -01:29 | 36:15 | 00:00 | 00:00 |
 | Headdress | 37 | 30.58% | 79.6 | 64.86% | +13.67% | -9.30% | -9.30% | 0.00% | 21:31 | 12:26 | 17:12 | 20:54 | 23:23 | 39:26 | 06:11 | 04:34 |
 | Ring of Health | 117 | 96.69% | 77.6 | 56.41% | +31.41% | +12.56% | -18.48% | -29.10% | 03:48 | 02:04 | 03:02 | 03:24 | 04:06 | 10:22 | 01:04 | 00:47 |
 | Boots of Speed | 121 | 100.00% | 75.5 | 55.37% | +55.37% | -8.70% | -8.70% | 0.00% | 06:50 | -01:29 | 05:50 | 07:15 | 08:21 | 12:18 | 02:31 | 01:51 |
 | Blink Dagger | 120 | 99.17% | 73.5 | 55.00% | -45.00% | +11.67% | -15.00% | -8.47% | 15:30 | 10:58 | 13:41 | 14:54 | 16:50 | 30:15 | 03:09 | 02:20 |
 | Chainmail | 61 | 50.41% | 71.4 | 57.38% | +4.05% | -4.05% | +2.62% | 0.71% | 15:03 | 02:18 | 09:47 | 15:22 | 19:09 | 34:52 | 09:22 | 06:56 |
 | Vanguard | 94 | 77.69% | 69.4 | 54.26% | -5.00% | +12.41% | -19.48% | -15.81% | 07:28 | 04:26 | 05:54 | 06:42 | 07:55 | 30:43 | 02:01 | 01:29 |
 | Arcane Boots | 10 | 8.26% | 67.3 | 80.00% | +26.85% | +20.00% | +20.00% | 0.00% | 21:06 | 16:50 | 19:56 | 20:51 | 23:32 | 24:58 | 03:36 | 02:40 |
 | Quelling Blade | 80 | 66.12% | 65.3 | 55.00% | -1.10% | 0.00% | +10.00% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 01:38 | 00:00 | 00:00 |
 | Phase Boots | 51 | 42.15% | 63.3 | 56.86% | +2.57% | +4.68% | +4.68% | 0.00% | 15:14 | 05:19 | 11:05 | 13:09 | 18:22 | 28:55 | 07:17 | 05:23 |
 | Solar Crest | 12 | 9.92% | 61.2 | 75.00% | +21.79% | +25.00% | -8.33% | 0.00% | 26:44 | 22:54 | 23:56 | 25:20 | 26:55 | 34:53 | 02:59 | 02:12 |
 | Heart of Tarrasque | 9 | 7.44% | 59.2 | 77.78% | +24.21% | +22.22% | -27.78% | 0.00% | 30:27 | 13:55 | 20:29 | 32:40 | 36:27 | 39:00 | 15:58 | 11:49 |
 | Wind Lace | 19 | 15.70% | 57.1 | 63.16% | +9.24% | -23.16% | +16.84% | 2.93% | 17:06 | 01:57 | 09:37 | 18:58 | 23:15 | 34:53 | 13:38 | 10:05 |
 | Sange | 19 | 15.70% | 55.1 | 63.16% | +9.24% | -23.16% | -3.16% | 2.22% | 29:33 | 19:18 | 23:48 | 27:47 | 32:49 | 49:53 | 09:01 | 06:40 |
 | Medallion of Courage | 13 | 10.74% | 53.1 | 69.23% | +15.53% | -2.56% | +30.77% | 0.00% | 23:43 | 18:57 | 20:08 | 22:48 | 23:20 | 34:52 | 03:12 | 02:22 |
 | Crown | 13 | 10.74% | 51.0 | 69.23% | +15.53% | +30.77% | -2.56% | 0.00% | 25:33 | 21:30 | 22:40 | 23:46 | 25:24 | 34:52 | 02:44 | 02:01 |
 | Blight Stone | 13 | 10.74% | 49.0 | 69.23% | +15.53% | -2.56% | +30.77% | 0.00% | 23:36 | 18:57 | 20:08 | 22:40 | 23:20 | 34:52 | 03:12 | 02:22 |
 | Force Staff | 15 | 12.40% | 46.9 | 66.67% | +12.90% | -16.67% | +33.33% | 5.55% | 29:02 | 21:31 | 23:10 | 27:42 | 32:11 | 42:19 | 09:01 | 06:40 |
 | Fluffy Hat | 16 | 13.22% | 44.9 | 62.50% | +8.21% | -12.50% | +37.50% | 3.69% | 25:19 | 15:36 | 18:08 | 22:41 | 31:42 | 42:19 | 13:34 | 10:02 |
 | Buckler | 6 | 4.96% | 42.9 | 83.33% | +29.42% | +16.67% | +16.67% | 0.00% | 32:39 | 22:29 | 25:41 | 29:35 | 36:15 | 47:51 | 10:34 | 07:49 |
 | Heaven's Halberd | 14 | 11.57% | 40.8 | 64.29% | +10.08% | -39.29% | -30.96% | 1.16% | 31:27 | 23:20 | 28:13 | 30:13 | 35:25 | 39:17 | 07:12 | 05:20 |
 | Bracer | 53 | 43.80% | 38.8 | 47.17% | -14.59% | -1.02% | -16.40% | -15.38% | 00:54 | -01:29 | -01:29 | -01:28 | 01:52 | 20:12 | 03:21 | 02:28 |
 | Assault Cuirass | 3 | 2.48% | 36.7 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 35:20 | 25:15 | 25:15 | 32:43 | 48:02 | 48:02 | 22:47 | 16:52 |
 | Black King Bar | 9 | 7.44% | 34.7 | 55.56% | +0.20% | +44.44% | -55.56% | 0.00% | 33:38 | 23:28 | 26:07 | 28:54 | 36:48 | 53:53 | 10:41 | 07:54 |
 | Aghanim's Shard | 12 | 9.92% | 32.7 | 50.00% | -5.96% | +50.00% | -50.00% | 0.00% | 28:12 | 20:09 | 22:11 | 25:47 | 31:59 | 43:43 | 09:48 | 07:15 |
 | Power Treads | 2 | 1.65% | 30.6 | 100.00% | +45.38% | 0.00% | 0.00% | 0.00% | 13:22 | 11:51 | 11:51 | 14:52 | 14:52 | 14:52 | 03:01 | 02:14 |
 | Kaya | 2 | 1.65% | 28.6 | 100.00% | +45.38% | 0.00% | 0.00% | 0.00% | 30:04 | 21:36 | 21:36 | 38:31 | 38:31 | 38:31 | 16:55 | 12:31 |
 | Kaya and Sange | 2 | 1.65% | 26.5 | 100.00% | +45.38% | 0.00% | 0.00% | 0.00% | 30:22 | 22:12 | 22:12 | 38:31 | 38:31 | 38:31 | 16:19 | 12:05 |
 | Overwhelming Blink | 2 | 1.65% | 24.5 | 100.00% | +45.38% | 0.00% | 0.00% | 0.00% | 37:28 | 30:57 | 30:57 | 43:58 | 43:58 | 43:58 | 13:01 | 09:38 |
 | Ring of Basilius | 4 | 3.31% | 22.4 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 29:43 | 22:33 | 22:33 | 25:41 | 34:21 | 36:15 | 11:48 | 08:44 |
 | Drum of Endurance | 1 | 0.83% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.83% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:06 | 14:06 | 14:06 | 14:06 | 14:06 | 14:06 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.83% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 1.65% | 14.3 | 50.00% | -5.46% | +50.00% | 0.00% | 0.00% | 35:44 | 35:13 | 35:13 | 36:15 | 36:15 | 36:15 | 01:02 | 00:45 |
 | Morbid Mask | 2 | 1.65% | 12.2 | 50.00% | -5.46% | +50.00% | 0.00% | 0.00% | 35:19 | 34:22 | 34:22 | 36:15 | 36:15 | 36:15 | 01:53 | 01:23 |
 | Tranquil Boots | 3 | 2.48% | 10.2 | 33.33% | -22.60% | -33.33% | 0.00% | 0.00% | 05:17 | 03:24 | 03:24 | 05:25 | 07:01 | 07:01 | 03:37 | 02:40 |
 | Ghost Scepter | 3 | 2.48% | 8.2 | 33.33% | -22.60% | -33.33% | 0.00% | 0.00% | 29:55 | 17:58 | 17:58 | 34:36 | 37:11 | 37:11 | 19:13 | 14:14 |
 | Blade Mail | 3 | 2.48% | 6.1 | 33.33% | -22.60% | -33.33% | 0.00% | 0.00% | 22:29 | 17:34 | 17:34 | 19:01 | 30:53 | 30:53 | 13:19 | 09:51 |
 | Refresher Orb | 1 | 0.83% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.83% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |