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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 | |
 | Blade Mail | 10 | 31.25% | 100.0 | 90.00% | +26.36% | +10.00% | -40.00% | -46.15% | 13:27 | 09:46 | 12:27 | 12:46 | 13:32 | 17:37 | 01:05 | 00:48 |
 | Magic Stick | 29 | 90.63% | 97.7 | 75.86% | +42.53% | +9.85% | -4.43% | -2.46% | 04:25 | -01:29 | 01:35 | 05:07 | 07:24 | 11:13 | 05:49 | 04:18 |
 | Ring of Protection | 13 | 40.63% | 95.3 | 84.62% | +21.46% | +15.38% | +15.38% | 0.00% | 10:30 | -01:29 | 07:18 | 09:36 | 15:16 | 18:18 | 07:58 | 05:54 |
 | Magic Wand | 30 | 93.75% | 93.0 | 73.33% | +23.33% | +1.67% | +12.38% | 3.06% | 07:29 | -01:29 | 06:09 | 07:02 | 09:39 | 12:08 | 03:30 | 02:35 |
 | Black King Bar | 24 | 75.00% | 90.7 | 75.00% | +12.50% | -41.67% | +8.33% | 4.16% | 24:28 | 15:40 | 17:24 | 20:10 | 29:25 | 52:27 | 12:01 | 08:54 |
 | Boots of Speed | 32 | 100.00% | 88.4 | 71.88% | +71.88% | +15.62% | +3.12% | -7.35% | 04:17 | 01:34 | 02:58 | 03:42 | 04:40 | 08:08 | 01:42 | 01:15 |
 | Wind Lace | 26 | 81.25% | 86.0 | 73.08% | +6.41% | +12.63% | -23.08% | -7.44% | 06:29 | -01:29 | 04:19 | 05:45 | 09:07 | 15:56 | 04:48 | 03:33 |
 | Chainmail | 31 | 96.88% | 83.7 | 70.97% | -29.03% | -8.47% | -8.47% | 0.00% | 07:31 | 04:06 | 05:58 | 07:09 | 08:29 | 15:30 | 02:31 | 01:51 |
 | Soul Ring | 11 | 34.38% | 81.4 | 81.82% | +15.15% | +18.18% | +18.18% | 0.00% | 10:58 | 07:14 | 08:48 | 10:07 | 11:09 | 18:18 | 02:21 | 01:44 |
 | Phase Boots | 29 | 90.63% | 79.1 | 68.97% | -31.03% | +2.46% | -11.83% | -5.87% | 08:21 | 04:09 | 06:44 | 08:10 | 09:10 | 13:38 | 02:26 | 01:48 |
 | Aghanim's Scepter | 16 | 50.00% | 76.7 | 75.00% | +6.25% | 0.00% | 0.00% | 0.00% | 32:25 | 25:32 | 31:06 | 32:36 | 34:41 | 38:38 | 03:35 | 02:39 |
 | Ring of Health | 18 | 56.25% | 74.4 | 72.22% | +0.79% | -12.22% | +2.78% | 2.34% | 06:28 | 02:07 | 02:55 | 03:33 | 09:19 | 21:47 | 06:24 | 04:44 |
 | Quelling Blade | 20 | 62.50% | 72.1 | 70.00% | -5.00% | +10.00% | +30.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Bracer | 7 | 21.88% | 69.8 | 85.71% | +17.71% | +14.29% | +14.29% | 0.00% | 01:29 | -00:24 | 01:17 | 01:37 | 01:49 | 02:39 | 00:32 | 00:23 |
 | Headdress | 7 | 21.88% | 67.4 | 85.71% | +17.71% | +14.29% | -35.71% | -21.43% | 14:52 | 13:09 | 13:10 | 15:01 | 15:30 | 16:11 | 02:20 | 01:43 |
 | Blink Dagger | 23 | 71.88% | 65.1 | 65.22% | -23.67% | -31.89% | +1.45% | 3.95% | 27:57 | 19:19 | 22:30 | 25:00 | 30:56 | 59:18 | 08:26 | 06:14 |
 | Vanguard | 11 | 34.38% | 62.8 | 72.73% | +1.30% | -6.06% | +27.27% | 21.98% | 07:17 | 05:16 | 05:37 | 06:46 | 07:08 | 10:49 | 01:31 | 01:07 |
 | Sange | 11 | 34.38% | 60.5 | 72.73% | +1.30% | -6.06% | -6.06% | 0.00% | 28:42 | 21:14 | 22:31 | 24:32 | 34:01 | 47:56 | 11:30 | 08:31 |
 | Lotus Orb | 6 | 18.75% | 58.1 | 83.33% | +14.10% | +16.67% | +16.67% | 0.00% | 21:13 | 14:57 | 15:29 | 15:51 | 26:23 | 30:39 | 10:54 | 08:04 |
 | Void Stone | 6 | 18.75% | 55.8 | 83.33% | +14.10% | -33.33% | +16.67% | 0.00% | 15:01 | 07:16 | 10:11 | 10:14 | 21:47 | 29:48 | 11:36 | 08:35 |
 | Kaya and Sange | 8 | 25.00% | 53.5 | 75.00% | +4.17% | -25.00% | -25.00% | 0.00% | 31:21 | 24:23 | 26:11 | 27:18 | 30:56 | 51:10 | 04:45 | 03:31 |
 | Bottle | 11 | 34.38% | 51.2 | 63.64% | -12.55% | -30.31% | +3.03% | 33.34% | 01:45 | 01:27 | 01:29 | 01:50 | 01:51 | 02:06 | 00:22 | 00:16 |
 | Drum of Endurance | 5 | 15.63% | 48.8 | 80.00% | +9.63% | +20.00% | +20.00% | 0.00% | 15:45 | 11:46 | 11:46 | 15:39 | 17:10 | 19:24 | 05:24 | 04:00 |
 | Heart of Tarrasque | 5 | 15.63% | 46.5 | 80.00% | +9.63% | -80.00% | +20.00% | 0.00% | 27:26 | 16:45 | 16:45 | 29:02 | 30:35 | 32:20 | 13:50 | 10:14 |
 | Pipe of Insight | 5 | 15.63% | 44.2 | 80.00% | +9.63% | +20.00% | +20.00% | 0.00% | 17:44 | 14:23 | 14:23 | 16:58 | 20:18 | 20:37 | 05:55 | 04:22 |
 | Kaya | 8 | 25.00% | 41.9 | 62.50% | -12.50% | -62.50% | -12.50% | 7.48% | 29:48 | 23:12 | 23:52 | 26:01 | 30:33 | 51:06 | 06:41 | 04:57 |
 | Tranquil Boots | 4 | 12.50% | 39.5 | 75.00% | +3.57% | +25.00% | -75.00% | 0.00% | 21:32 | 10:10 | 10:10 | 20:25 | 22:16 | 33:18 | 12:06 | 08:57 |
 | Buckler | 2 | 6.25% | 37.2 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 16:42 | 15:48 | 15:48 | 17:35 | 17:35 | 17:35 | 01:47 | 01:19 |
 | Arcane Boots | 2 | 6.25% | 34.9 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:02 | 08:02 | 09:39 | 09:39 | 09:39 | 01:37 | 01:11 |
 | Mekansm | 2 | 6.25% | 32.6 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 14:43 | 13:56 | 13:56 | 15:30 | 15:30 | 15:30 | 01:34 | 01:09 |
 | Guardian Greaves | 2 | 6.25% | 30.2 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 18:11 | 17:23 | 17:23 | 18:59 | 18:59 | 18:59 | 01:36 | 01:11 |
 | Boots of Bearing | 3 | 9.38% | 27.9 | 66.67% | -5.74% | +33.33% | 0.00% | 0.00% | 28:43 | 20:57 | 20:57 | 22:16 | 42:56 | 42:56 | 21:59 | 16:17 |
 | Heaven's Halberd | 3 | 9.38% | 25.6 | 66.67% | -5.74% | +33.33% | 0.00% | 0.00% | 28:48 | 22:37 | 22:37 | 26:36 | 37:12 | 37:12 | 14:35 | 10:48 |
 | Bloodstone | 1 | 3.13% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.13% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.13% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Cornucopia | 1 | 3.13% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.13% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.13% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 6.25% | 9.3 | 50.00% | -23.33% | -50.00% | 0.00% | 0.00% | 21:37 | 18:40 | 18:40 | 24:34 | 24:34 | 24:34 | 05:54 | 04:22 |
 | Helm of Iron Will | 2 | 6.25% | 7.0 | 50.00% | -23.33% | -50.00% | 0.00% | 0.00% | 20:44 | 18:08 | 18:08 | 23:20 | 23:20 | 23:20 | 05:12 | 03:51 |
 | Shiva's Guard | 3 | 9.38% | 4.7 | 33.33% | -42.53% | -33.33% | 0.00% | 0.00% | 38:13 | 31:13 | 31:13 | 39:27 | 43:59 | 43:59 | 12:46 | 09:27 |
 | Boots of Travel | 2 | 6.25% | 2.3 | 0.00% | -76.67% | 0.00% | 0.00% | 0.00% | 42:27 | 40:22 | 40:22 | 44:31 | 44:31 | 44:31 | 04:09 | 03:04 |