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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 | |
 | Buckler | 14 | 31.82% | 100.0 | 64.29% | +34.29% | +35.71% | -30.96% | -6.49% | 32:06 | 25:05 | 26:56 | 28:46 | 37:12 | 45:22 | 10:16 | 07:36 |
 | Ring of Protection | 27 | 61.36% | 97.5 | 48.15% | +18.74% | -5.29% | +8.99% | 2.36% | 10:31 | -01:30 | 01:41 | 02:50 | 07:44 | 45:22 | 06:03 | 04:28 |
 | Blink Dagger | 41 | 93.18% | 95.0 | 43.90% | +43.90% | +6.10% | -3.90% | -3.49% | 13:22 | 09:16 | 11:26 | 12:27 | 14:18 | 23:39 | 02:52 | 02:07 |
 | Assault Cuirass | 12 | 27.27% | 92.5 | 58.33% | +23.95% | +41.67% | -58.33% | -7.80% | 34:19 | 26:32 | 27:00 | 32:39 | 39:49 | 47:38 | 12:49 | 09:29 |
 | Bottle | 20 | 45.45% | 90.0 | 50.00% | +16.67% | +10.00% | +10.00% | 0.00% | 01:47 | 01:14 | 01:28 | 01:39 | 01:59 | 02:44 | 00:31 | 00:22 |
 | Power Treads | 43 | 97.73% | 87.5 | 41.86% | +41.86% | -5.50% | +12.69% | 14.95% | 07:39 | 04:23 | 06:54 | 07:39 | 08:07 | 12:02 | 01:13 | 00:54 |
 | Black King Bar | 40 | 90.91% | 85.0 | 42.50% | +17.50% | +17.50% | -12.50% | -7.76% | 23:40 | 18:13 | 21:17 | 22:46 | 25:09 | 34:51 | 03:52 | 02:51 |
 | Boots of Speed | 44 | 100.00% | 82.5 | 40.91% | +40.91% | +4.54% | -4.55% | -4.91% | 04:55 | -01:29 | 03:55 | 04:32 | 05:46 | 09:56 | 01:51 | 01:22 |
 | Quelling Blade | 41 | 93.18% | 80.0 | 41.46% | +8.13% | -21.46% | +28.54% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Magic Wand | 36 | 81.82% | 77.5 | 41.67% | +4.17% | +25.00% | -8.34% | -7.44% | 05:34 | -01:29 | 03:09 | 05:10 | 07:38 | 14:36 | 04:29 | 03:19 |
 | Ring of Health | 6 | 13.64% | 75.0 | 66.67% | +29.83% | -16.67% | +33.33% | 0.00% | 12:30 | 10:06 | 11:07 | 11:15 | 14:27 | 16:26 | 03:20 | 02:28 |
 | Hood of Defiance | 6 | 13.64% | 72.5 | 66.67% | +29.83% | -16.67% | +33.33% | 0.00% | 12:53 | 10:17 | 11:18 | 11:50 | 14:45 | 16:35 | 03:27 | 02:33 |
 | Soul Ring | 20 | 45.45% | 70.0 | 45.00% | +7.50% | -5.00% | -25.00% | -5.63% | 04:23 | 01:46 | 02:49 | 03:29 | 06:22 | 08:33 | 03:33 | 02:37 |
 | Magic Stick | 40 | 90.91% | 67.5 | 37.50% | -37.50% | +12.50% | -7.50% | -8.00% | 03:09 | -01:29 | 02:14 | 03:05 | 04:44 | 08:13 | 02:30 | 01:51 |
 | Morbid Mask | 2 | 4.55% | 65.0 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 34:53 | 31:47 | 31:47 | 37:58 | 37:58 | 37:58 | 06:11 | 04:34 |
 | Heart of Tarrasque | 2 | 4.55% | 62.5 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 32:10 | 29:53 | 29:53 | 34:26 | 34:26 | 34:26 | 04:33 | 03:22 |
 | Satanic | 2 | 4.55% | 60.0 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 37:04 | 32:51 | 32:51 | 41:17 | 41:17 | 41:17 | 08:26 | 06:14 |
 | Aghanim's Scepter | 8 | 18.18% | 57.5 | 50.00% | +11.11% | 0.00% | 0.00% | 0.00% | 37:59 | 24:41 | 29:50 | 33:15 | 43:34 | 53:16 | 13:44 | 10:10 |
 | Heaven's Halberd | 6 | 13.64% | 55.0 | 50.00% | +10.53% | -50.00% | -50.00% | 0.00% | 25:26 | 16:08 | 19:38 | 25:13 | 29:50 | 34:14 | 10:12 | 07:33 |
 | Bracer | 19 | 43.18% | 52.5 | 31.58% | -16.42% | +8.42% | -11.58% | -9.68% | 02:21 | -01:29 | 01:30 | 01:57 | 03:34 | 06:40 | 02:04 | 01:31 |
 | Sange | 7 | 15.91% | 50.0 | 42.86% | +2.32% | -42.86% | +7.14% | 5.25% | 23:05 | 14:22 | 16:27 | 25:41 | 25:58 | 30:48 | 09:31 | 07:02 |
 | Falcon Blade | 7 | 15.91% | 47.5 | 42.86% | +2.32% | -42.86% | +7.14% | 21.58% | 06:01 | 03:58 | 04:37 | 05:50 | 06:56 | 07:53 | 02:19 | 01:42 |
 | Fluffy Hat | 8 | 18.18% | 45.0 | 37.50% | -4.17% | -37.50% | +62.50% | 57.14% | 04:16 | 02:55 | 02:59 | 04:08 | 04:44 | 06:23 | 01:45 | 01:17 |
 | Aghanim's Blessing | 1 | 2.27% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.27% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:41 | 1:06:41 | 1:06:41 | 1:06:41 | 1:06:41 | 1:06:41 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.27% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 4 | 9.09% | 35.0 | 25.00% | -17.50% | -25.00% | +75.00% | 0.00% | 10:05 | 08:16 | 08:16 | 08:58 | 10:15 | 12:52 | 01:59 | 01:28 |
 | Helm of Iron Will | 4 | 9.09% | 32.5 | 25.00% | -17.50% | -25.00% | +75.00% | 0.00% | 07:10 | 04:31 | 04:31 | 06:02 | 06:52 | 11:15 | 02:21 | 01:44 |
 | Aghanim's Shard | 6 | 13.64% | 30.0 | 16.67% | -28.07% | +33.33% | -16.67% | 0.00% | 26:50 | 21:58 | 24:05 | 25:14 | 30:27 | 34:00 | 06:22 | 04:42 |
 | Shadow Blade | 7 | 15.91% | 27.5 | 14.29% | -31.66% | -14.29% | -14.29% | 0.00% | 28:14 | 15:04 | 26:19 | 27:35 | 28:49 | 39:56 | 02:30 | 01:51 |
 | Blight Stone | 1 | 2.27% | 25.0 | 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 |
 | Wind Lace | 1 | 2.27% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.27% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:17 | 00:17 | 00:17 | 00:17 | 00:17 | 00:17 | 00:00 | 00:00 |
 | Silver Edge | 3 | 6.82% | 17.5 | 0.00% | -43.90% | 0.00% | 0.00% | 0.00% | 32:38 | 31:57 | 31:57 | 32:40 | 33:16 | 33:16 | 01:19 | 00:58 |
 | Bloodthorn | 2 | 4.55% | 15.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 50:09 | 43:14 | 43:14 | 57:03 | 57:03 | 57:03 | 13:49 | 10:14 |
 | Orb of Corrosion | 1 | 2.27% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:48 | 03:48 | 03:48 | 03:48 | 03:48 | 03:48 | 00:00 | 00:00 |
 | Orchid Malevolence | 5 | 11.36% | 10.0 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 36:45 | 26:45 | 26:45 | 32:05 | 43:06 | 50:23 | 16:21 | 12:06 |
 | Headdress | 1 | 2.27% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.27% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.27% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 00:00 | 00:00 |