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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 | |
 | Ring of Health | 9 | 29.03% | 100.0 | 66.67% | +39.40% | +33.33% | -16.67% | -5.65% | 25:58 | 17:53 | 18:42 | 25:53 | 27:33 | 41:08 | 08:51 | 06:33 |
 | Hood of Defiance | 6 | 19.35% | 97.2 | 66.67% | +34.67% | +33.33% | +33.33% | 0.00% | 24:02 | 18:04 | 19:03 | 24:20 | 26:52 | 29:47 | 07:49 | 05:47 |
 | Boots of Speed | 31 | 100.00% | 94.4 | 38.71% | +38.71% | -1.21% | +23.79% | 8.15% | 07:25 | 03:06 | 05:24 | 07:13 | 08:28 | 16:57 | 03:04 | 02:16 |
 | Magic Stick | 31 | 100.00% | 91.7 | 38.71% | +38.71% | +23.79% | -26.21% | -13.39% | 02:54 | -01:29 | -01:29 | 01:53 | 05:13 | 15:43 | 06:42 | 04:57 |
 | Magic Wand | 31 | 100.00% | 88.9 | 38.71% | +38.71% | +11.29% | -26.21% | -5.83% | 08:00 | 00:51 | 04:15 | 07:12 | 10:41 | 17:28 | 06:26 | 04:45 |
 | Headdress | 9 | 29.03% | 86.1 | 55.56% | +23.74% | -5.56% | -5.56% | 0.00% | 18:58 | 08:52 | 12:40 | 17:35 | 23:31 | 31:23 | 10:51 | 08:02 |
 | Tranquil Boots | 4 | 12.90% | 83.3 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 22:42 | 10:16 | 10:16 | 20:25 | 28:23 | 31:44 | 18:07 | 13:25 |
 | Fluffy Hat | 26 | 83.87% | 80.6 | 34.62% | -25.38% | +36.81% | -17.95% | -8.21% | 11:55 | 02:43 | 07:54 | 11:59 | 14:34 | 22:06 | 06:40 | 04:56 |
 | Aghanim's Shard | 5 | 16.13% | 77.8 | 60.00% | +25.38% | +40.00% | +40.00% | 0.00% | 38:49 | 29:18 | 29:18 | 38:39 | 39:06 | 55:18 | 09:48 | 07:15 |
 | Force Staff | 20 | 64.52% | 75.0 | 35.00% | -10.45% | +25.00% | +5.00% | -3.32% | 24:20 | 13:08 | 20:44 | 24:28 | 26:45 | 35:15 | 06:01 | 04:27 |
 | Wind Lace | 9 | 29.03% | 72.2 | 44.44% | +8.08% | +55.56% | -44.44% | -8.67% | 13:28 | 05:10 | 05:47 | 11:16 | 17:19 | 30:09 | 11:32 | 08:32 |
 | Void Stone | 6 | 19.35% | 69.4 | 50.00% | +14.00% | 0.00% | -50.00% | -5.50% | 23:24 | 09:53 | 18:28 | 18:50 | 27:33 | 41:08 | 09:05 | 06:43 |
 | Lotus Orb | 3 | 9.68% | 66.7 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 34:58 | 24:41 | 24:41 | 38:51 | 41:22 | 41:22 | 16:41 | 12:21 |
 | Glimmer Cape | 3 | 9.68% | 63.9 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 25:32 | 16:21 | 16:21 | 29:39 | 30:37 | 30:37 | 14:16 | 10:34 |
 | Dragon Lance | 12 | 38.71% | 61.1 | 33.33% | -8.78% | 0.00% | 0.00% | 0.00% | 24:46 | 13:38 | 18:34 | 20:51 | 27:07 | 50:27 | 08:33 | 06:20 |
 | Power Treads | 19 | 61.29% | 58.3 | 26.32% | -32.01% | -6.32% | -6.32% | 0.00% | 15:11 | 08:44 | 10:47 | 13:13 | 15:08 | 44:39 | 04:21 | 03:13 |
 | Ring of Basilius | 4 | 12.90% | 55.6 | 50.00% | +12.96% | -50.00% | +50.00% | 0.00% | 19:52 | 01:54 | 01:54 | 06:45 | 27:20 | 43:27 | 25:26 | 18:50 |
 | Buckler | 4 | 12.90% | 52.8 | 50.00% | +12.96% | -50.00% | +50.00% | 0.00% | 31:41 | 24:47 | 24:47 | 27:20 | 31:09 | 43:27 | 06:22 | 04:42 |
 | Ring of Protection | 4 | 12.90% | 52.8 | 50.00% | +12.96% | -50.00% | +50.00% | 0.00% | 31:41 | 24:47 | 24:47 | 27:20 | 31:09 | 43:27 | 06:22 | 04:42 |
 | Desolator | 1 | 3.23% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:07 | 58:07 | 58:07 | 58:07 | 58:07 | 58:07 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.23% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:34 | 10:34 | 10:34 | 10:34 | 10:34 | 10:34 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.23% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 00:00 | 00:00 |
 | Blight Stone | 11 | 35.48% | 38.9 | 27.27% | -17.73% | +6.06% | +39.40% | 0.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 03:00 | 00:00 | 00:00 |
 | Hurricane Pike | 6 | 19.35% | 36.1 | 33.33% | -6.67% | -33.33% | +66.67% | 10.15% | 31:47 | 25:03 | 26:12 | 26:15 | 36:03 | 50:43 | 09:51 | 07:17 |
 | Drum of Endurance | 6 | 19.35% | 33.3 | 33.33% | -6.67% | +16.67% | -33.33% | -14.22% | 18:29 | 11:45 | 15:34 | 17:04 | 19:05 | 30:09 | 03:31 | 02:36 |
 | Wraith Pact | 2 | 6.45% | 30.6 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 38:56 | 30:30 | 30:30 | 47:22 | 47:22 | 47:22 | 16:52 | 12:29 |
 | Arcane Boots | 2 | 6.45% | 27.8 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 12:03 | 12:00 | 12:00 | 12:05 | 12:05 | 12:05 | 00:05 | 00:03 |
 | Vladmir's Offering | 2 | 6.45% | 25.0 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 35:25 | 27:20 | 27:20 | 43:29 | 43:29 | 43:29 | 16:09 | 11:57 |
 | Morbid Mask | 2 | 6.45% | 22.2 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 35:24 | 27:20 | 27:20 | 43:28 | 43:28 | 43:28 | 16:08 | 11:57 |
 | Pipe of Insight | 3 | 9.68% | 19.4 | 33.33% | -5.96% | -33.33% | 0.00% | 0.00% | 29:13 | 28:26 | 28:26 | 28:40 | 30:33 | 30:33 | 02:07 | 01:34 |
 | Orchid Malevolence | 3 | 9.68% | 16.7 | 33.33% | -5.96% | -33.33% | 0.00% | 0.00% | 19:07 | 16:31 | 16:31 | 18:50 | 22:00 | 22:00 | 05:29 | 04:03 |
 | Holy Locket | 4 | 12.90% | 13.9 | 25.00% | -15.74% | -25.00% | +75.00% | 0.00% | 17:06 | 15:08 | 15:08 | 15:10 | 17:52 | 20:15 | 02:44 | 02:01 |
 | Black King Bar | 1 | 3.23% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.23% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:35 | 01:35 | 01:35 | 01:35 | 01:35 | 01:35 | 00:00 | 00:00 |
 | Wraith Band | 2 | 6.45% | 5.6 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% | 24:58 | 21:38 | 21:38 | 28:18 | 28:18 | 28:18 | 06:40 | 04:56 |
 | Bracer | 1 | 3.23% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:15 | 03:15 | 03:15 | 03:15 | 03:15 | 03:15 | 00:00 | 00:00 |