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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 Shard | 8 | 47.06% | 100.0 | 62.50% | +29.17% | +37.50% | -12.50% | -22.56% | 20:53 | 15:10 | 18:04 | 20:05 | 20:17 | 29:05 | 02:13 | 01:38 |
 | Boots of Speed | 17 | 100.00% | 97.9 | 47.06% | +47.06% | +27.94% | -22.06% | -17.96% | 05:55 | 03:33 | 04:15 | 05:56 | 07:02 | 09:10 | 02:47 | 02:03 |
 | Phase Boots | 4 | 23.53% | 95.8 | 75.00% | +36.54% | +25.00% | -75.00% | 0.00% | 08:44 | 07:28 | 07:28 | 08:33 | 09:05 | 09:49 | 01:37 | 01:11 |
 | Bottle | 4 | 23.53% | 93.8 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 01:16 | 01:01 | 01:01 | 01:18 | 01:18 | 01:28 | 00:17 | 00:12 |
 | Quelling Blade | 4 | 23.53% | 91.7 | 75.00% | +36.54% | -75.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Skull Basher | 4 | 23.53% | 89.6 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 26:28 | 24:22 | 24:22 | 24:35 | 26:54 | 30:01 | 02:32 | 01:52 |
 | Holy Locket | 9 | 52.94% | 87.5 | 55.56% | +18.06% | -5.56% | +44.44% | 13.70% | 19:17 | 13:08 | 13:32 | 15:45 | 17:11 | 40:04 | 03:39 | 02:42 |
 | Blink Dagger | 2 | 11.76% | 85.4 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 25:03 | 21:34 | 21:34 | 28:31 | 28:31 | 28:31 | 06:57 | 05:08 |
 | Magic Stick | 15 | 88.24% | 83.3 | 46.67% | -3.33% | +3.33% | -21.67% | -7.73% | 02:41 | -01:29 | -01:29 | 02:12 | 04:43 | 11:37 | 06:12 | 04:35 |
 | Magic Wand | 16 | 94.12% | 81.3 | 43.75% | -56.25% | -18.75% | +6.25% | 3.11% | 08:32 | -01:29 | 04:18 | 07:30 | 12:21 | 14:59 | 08:03 | 05:57 |
 | Fluffy Hat | 10 | 58.82% | 79.2 | 50.00% | +7.14% | -50.00% | +50.00% | 27.52% | 15:03 | 04:01 | 10:20 | 11:38 | 13:58 | 39:26 | 03:38 | 02:41 |
 | Arcane Boots | 11 | 64.71% | 77.1 | 45.45% | -4.55% | +21.22% | -12.12% | -22.23% | 10:56 | 08:56 | 09:49 | 10:19 | 11:19 | 13:19 | 01:30 | 01:06 |
 | Headdress | 11 | 64.71% | 75.0 | 45.45% | -4.55% | +21.22% | +21.22% | 0.00% | 17:13 | 11:22 | 12:21 | 14:00 | 15:41 | 39:26 | 03:20 | 02:28 |
 | Aghanim's Scepter | 5 | 29.41% | 72.9 | 60.00% | +18.33% | +40.00% | -60.00% | -16.09% | 26:01 | 22:43 | 22:43 | 25:30 | 28:56 | 29:41 | 06:13 | 04:36 |
 | Ring of Health | 5 | 29.41% | 70.8 | 60.00% | +18.33% | +40.00% | -60.00% | -6.12% | 32:42 | 17:43 | 17:43 | 32:35 | 34:04 | 47:05 | 16:21 | 12:06 |
 | Orb of Venom | 5 | 29.41% | 68.8 | 60.00% | +18.33% | -60.00% | -60.00% | 0.00% | -01:06 | -01:30 | -01:30 | -01:29 | -01:29 | 00:28 | 00:01 | 00:00 |
 | Soul Ring | 5 | 29.41% | 66.7 | 60.00% | +18.33% | -60.00% | -60.00% | 0.00% | 04:44 | 03:22 | 03:22 | 04:23 | 05:34 | 06:43 | 02:12 | 01:37 |
 | Black King Bar | 5 | 29.41% | 64.6 | 60.00% | +18.33% | +40.00% | +40.00% | 0.00% | 18:12 | 15:45 | 15:45 | 18:47 | 19:08 | 20:04 | 03:23 | 02:30 |
 | Ring of Protection | 10 | 58.82% | 62.5 | 40.00% | -17.14% | +26.67% | +10.00% | -0.84% | 14:39 | 02:51 | 03:12 | 06:43 | 23:01 | 36:38 | 19:49 | 14:40 |
 | Echo Sabre | 3 | 17.65% | 60.4 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 13:08 | 11:33 | 11:33 | 13:40 | 14:10 | 14:10 | 02:37 | 01:56 |
 | Crimson Guard | 3 | 17.65% | 58.3 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 35:52 | 35:50 | 35:50 | 35:50 | 35:56 | 35:56 | 00:06 | 00:04 |
 | Vanguard | 3 | 17.65% | 56.3 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 33:03 | 32:12 | 32:12 | 32:36 | 34:21 | 34:21 | 02:09 | 01:35 |
 | Helm of Iron Will | 3 | 17.65% | 54.2 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 35:36 | 35:19 | 35:19 | 35:34 | 35:56 | 35:56 | 00:37 | 00:27 |
 | Chainmail | 7 | 41.18% | 52.1 | 42.86% | -7.14% | +57.14% | -42.86% | -11.63% | 13:44 | 06:14 | 06:40 | 08:46 | 15:16 | 36:16 | 08:36 | 06:22 |
 | Tranquil Boots | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.88% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.88% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.88% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Satanic | 1 | 5.88% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.88% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 00:00 | 00:00 |
 | Morbid Mask | 6 | 35.29% | 37.5 | 33.33% | -21.22% | -33.33% | -33.33% | 0.00% | 24:10 | 19:57 | 20:44 | 21:11 | 23:26 | 36:39 | 02:42 | 02:00 |
 | Wind Lace | 4 | 23.53% | 35.4 | 25.00% | -28.85% | +75.00% | -25.00% | 0.00% | 12:20 | 01:49 | 01:49 | 05:38 | 05:38 | 36:16 | 03:49 | 02:49 |
 | Wraith Pact | 4 | 23.53% | 33.3 | 25.00% | -28.85% | -25.00% | +75.00% | 0.00% | 28:20 | 24:48 | 24:48 | 29:15 | 29:35 | 29:42 | 04:47 | 03:32 |
 | Vladmir's Offering | 5 | 29.41% | 31.3 | 20.00% | -38.33% | -20.00% | -20.00% | 0.00% | 26:03 | 21:04 | 21:04 | 23:56 | 25:58 | 36:39 | 04:54 | 03:37 |
 | Buckler | 5 | 29.41% | 29.2 | 20.00% | -38.33% | -20.00% | -20.00% | 0.00% | 25:02 | 19:57 | 19:57 | 23:01 | 24:49 | 36:39 | 04:52 | 03:36 |
 | Ring of Basilius | 5 | 29.41% | 27.1 | 20.00% | -38.33% | -20.00% | -20.00% | 0.00% | 22:54 | 15:23 | 15:23 | 21:02 | 23:01 | 36:39 | 07:38 | 05:39 |
 | Mekansm | 2 | 11.76% | 25.0 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 17:57 | 17:33 | 17:33 | 18:21 | 18:21 | 18:21 | 00:48 | 00:35 |
 | Medallion of Courage | 1 | 5.88% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.88% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.88% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Blight Stone | 3 | 17.65% | 16.7 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 07:30 | -01:29 | -01:29 | -01:29 | 25:28 | 25:28 | 26:57 | 19:57 |
 | Bracer | 1 | 5.88% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:53 | 08:53 | 08:53 | 08:53 | 08:53 | 08:53 | 00:00 | 00:00 |
 | Crown | 1 | 5.88% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.88% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 5.88% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:25 | 05:25 | 05:25 | 05:25 | 05:25 | 05:25 | 00:00 | 00:00 |
 | Desolator | 1 | 5.88% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Force Staff | 2 | 11.76% | 2.1 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 21:24 | 18:51 | 18:51 | 23:57 | 23:57 | 23:57 | 05:06 | 03:46 |