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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 | 5 | 19.23% | 100.0 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 19:41 | 12:46 | 12:46 | 17:17 | 24:47 | 28:23 | 12:01 | 08:54 |
 | Hood of Defiance | 4 | 15.38% | 97.4 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 18:28 | 12:46 | 12:46 | 15:25 | 17:17 | 28:23 | 04:31 | 03:20 |
 | Wind Lace | 24 | 92.31% | 94.9 | 66.67% | +66.67% | 0.00% | +16.66% | 5.32% | 10:10 | 01:48 | 05:26 | 06:03 | 08:34 | 52:26 | 03:08 | 02:19 |
 | Drum of Endurance | 24 | 92.31% | 92.3 | 66.67% | +66.67% | +16.66% | 0.00% | -2.50% | 16:25 | 07:50 | 10:03 | 14:46 | 16:43 | 53:22 | 06:40 | 04:56 |
 | Magic Wand | 22 | 84.62% | 89.7 | 63.64% | +13.64% | +19.69% | -23.64% | -12.87% | 02:26 | -01:29 | -01:29 | 03:25 | 04:51 | 10:07 | 06:20 | 04:41 |
 | Ring of Protection | 24 | 92.31% | 87.2 | 62.50% | +12.50% | +37.50% | +4.17% | -2.74% | 13:41 | 02:05 | 06:41 | 09:03 | 18:50 | 33:45 | 12:09 | 09:00 |
 | Buckler | 24 | 92.31% | 84.6 | 62.50% | +12.50% | +20.83% | +4.17% | -1.56% | 14:15 | 02:06 | 08:11 | 09:52 | 18:50 | 33:45 | 10:39 | 07:53 |
 | Boots of Speed | 26 | 100.00% | 82.1 | 61.54% | +61.54% | -18.68% | +5.13% | 6.97% | 05:00 | -01:29 | 03:03 | 04:46 | 06:28 | 11:40 | 03:25 | 02:31 |
 | Null Talisman | 19 | 73.08% | 79.5 | 63.16% | +6.02% | +16.84% | -23.16% | -40.00% | 02:45 | 00:46 | 01:50 | 02:16 | 02:43 | 07:14 | 00:53 | 00:39 |
 | Tranquil Boots | 20 | 76.92% | 76.9 | 60.00% | -6.67% | +20.00% | 0.00% | -0.99% | 16:37 | 04:20 | 06:08 | 07:40 | 26:23 | 52:26 | 20:15 | 15:00 |
 | Vladmir's Offering | 14 | 53.85% | 74.4 | 64.29% | +5.96% | +35.71% | -30.96% | -42.56% | 12:00 | 09:50 | 10:52 | 11:34 | 12:26 | 16:15 | 01:34 | 01:09 |
 | Ring of Basilius | 14 | 53.85% | 71.8 | 64.29% | +5.96% | +10.71% | +2.38% | -2.15% | 06:00 | 02:25 | 03:26 | 05:52 | 07:19 | 11:10 | 03:53 | 02:52 |
 | Morbid Mask | 14 | 53.85% | 69.2 | 64.29% | +5.96% | +10.71% | -30.96% | -18.80% | 10:59 | 09:06 | 09:42 | 10:15 | 11:55 | 14:53 | 02:13 | 01:38 |
 | Pipe of Insight | 3 | 11.54% | 66.7 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 24:13 | 20:08 | 20:08 | 21:07 | 31:25 | 31:25 | 11:17 | 08:21 |
 | Headdress | 3 | 11.54% | 64.1 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 23:16 | 18:27 | 18:27 | 20:47 | 30:33 | 30:33 | 12:06 | 08:57 |
 | Aghanim's Shard | 19 | 73.08% | 61.5 | 57.89% | -13.54% | +22.11% | +2.11% | -2.88% | 21:39 | 15:01 | 17:16 | 21:17 | 24:13 | 29:26 | 06:57 | 05:08 |
 | Boots of Bearing | 15 | 57.69% | 59.0 | 60.00% | -3.64% | +15.00% | -10.00% | -4.73% | 29:59 | 18:38 | 26:16 | 28:10 | 31:33 | 53:24 | 05:17 | 03:54 |
 | Assault Cuirass | 11 | 42.31% | 56.4 | 63.64% | +3.64% | +36.36% | -30.31% | -9.07% | 24:20 | 18:53 | 19:33 | 21:21 | 26:54 | 34:50 | 07:21 | 05:26 |
 | Quelling Blade | 7 | 26.92% | 53.8 | 71.43% | +13.54% | -21.43% | +28.57% | 0.00% | 00:35 | -01:29 | -01:29 | -01:29 | -01:29 | 12:56 | 00:00 | 00:00 |
 | Aghanim's Scepter | 12 | 46.15% | 51.3 | 58.33% | -5.96% | -25.00% | +8.34% | 3.16% | 25:27 | 16:22 | 20:15 | 24:27 | 30:48 | 33:39 | 10:33 | 07:48 |
 | Magic Stick | 16 | 61.54% | 48.7 | 50.00% | -30.00% | 0.00% | -25.00% | -10.42% | 01:25 | -01:29 | -01:29 | 00:40 | 03:53 | 08:27 | 05:22 | 03:58 |
 | Black King Bar | 4 | 15.38% | 46.2 | 75.00% | +15.91% | -75.00% | +25.00% | 0.00% | 31:01 | 25:09 | 25:09 | 26:11 | 34:58 | 37:47 | 09:49 | 07:16 |
 | Chainmail | 2 | 7.69% | 43.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 04:44 | 03:15 | 03:15 | 06:12 | 06:12 | 06:12 | 02:57 | 02:11 |
 | Phase Boots | 2 | 7.69% | 41.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 07:06 | 06:35 | 06:35 | 07:36 | 07:36 | 07:36 | 01:01 | 00:45 |
 | Wraith Pact | 5 | 19.23% | 38.5 | 60.00% | -1.90% | +40.00% | +40.00% | 0.00% | 23:56 | 18:20 | 18:20 | 23:56 | 24:00 | 35:02 | 05:40 | 04:11 |
 | Blight Stone | 6 | 23.08% | 35.9 | 50.00% | -15.00% | 0.00% | -50.00% | -1.33% | 16:02 | -01:29 | -01:29 | -01:29 | 39:02 | 41:38 | 40:31 | 30:00 |
 | Void Stone | 4 | 15.38% | 33.3 | 50.00% | -13.64% | +50.00% | +50.00% | 0.00% | 10:19 | 04:25 | 04:25 | 05:45 | 06:17 | 24:47 | 01:52 | 01:22 |
 | Ghost Scepter | 1 | 3.85% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.85% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.85% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 |
 | Force Staff | 2 | 7.69% | 23.1 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 24:48 | 21:58 | 21:58 | 27:37 | 27:37 | 27:37 | 05:39 | 04:11 |
 | Desolator | 2 | 7.69% | 20.5 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 40:20 | 39:02 | 39:02 | 41:38 | 41:38 | 41:38 | 02:36 | 01:55 |
 | Fluffy Hat | 2 | 7.69% | 17.9 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 24:43 | 21:49 | 21:49 | 27:37 | 27:37 | 27:37 | 05:48 | 04:17 |
 | Orchid Malevolence | 3 | 11.54% | 15.4 | 33.33% | -31.89% | -33.33% | 0.00% | 0.00% | 12:22 | 10:42 | 10:42 | 12:19 | 14:06 | 14:06 | 03:24 | 02:31 |
 | Crown | 1 | 3.85% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 3.85% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.85% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Javelin | 1 | 3.85% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Gleipnir | 1 | 3.85% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |