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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 | |
 | Chainmail | 12 | 100.00% | 100.0 | 75.00% | +75.00% | -75.00% | +25.00% | 35.93% | 06:42 | 03:28 | 04:47 | 06:44 | 07:34 | 09:28 | 02:47 | 02:03 |
 | Boots of Speed | 12 | 100.00% | 96.9 | 75.00% | +75.00% | -8.33% | +25.00% | 15.87% | 03:52 | 02:05 | 02:48 | 03:05 | 04:54 | 06:15 | 02:06 | 01:33 |
 | Phase Boots | 12 | 100.00% | 93.8 | 75.00% | +75.00% | -75.00% | +25.00% | 30.30% | 08:16 | 06:09 | 06:23 | 07:52 | 09:41 | 11:13 | 03:18 | 02:26 |
 | Magic Stick | 12 | 100.00% | 90.6 | 75.00% | +75.00% | -8.33% | +25.00% | 18.69% | 02:12 | -01:29 | -01:29 | 01:29 | 03:16 | 08:36 | 04:45 | 03:31 |
 | Blink Dagger | 9 | 75.00% | 87.5 | 77.78% | +11.11% | -27.78% | +22.22% | 9.62% | 25:50 | 15:20 | 23:15 | 26:25 | 28:27 | 34:29 | 05:12 | 03:51 |
 | Black King Bar | 11 | 91.67% | 84.4 | 72.73% | -27.27% | -6.06% | -39.40% | -5.70% | 22:34 | 17:36 | 18:37 | 21:21 | 24:28 | 30:53 | 05:51 | 04:20 |
 | Magic Wand | 8 | 66.67% | 81.3 | 75.00% | 0.00% | -25.00% | +25.00% | 7.41% | 08:23 | 02:06 | 02:30 | 06:11 | 09:15 | 24:52 | 06:45 | 05:00 |
 | Quelling Blade | 10 | 83.33% | 78.1 | 70.00% | -30.00% | +30.00% | -70.00% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 01:13 | 00:00 | 00:00 |
 | Wind Lace | 5 | 41.67% | 75.0 | 80.00% | +8.57% | +20.00% | -80.00% | -4.98% | 17:40 | 07:49 | 07:49 | 12:19 | 27:54 | 28:43 | 20:05 | 14:52 |
 | Blight Stone | 5 | 41.67% | 71.9 | 80.00% | +8.57% | +20.00% | +20.00% | 0.00% | 11:18 | 05:35 | 05:35 | 09:02 | 09:33 | 26:00 | 03:58 | 02:56 |
 | Ring of Protection | 7 | 58.33% | 68.8 | 71.43% | -8.57% | -21.43% | -21.43% | 0.00% | 11:57 | -01:29 | 00:28 | 06:03 | 06:56 | 42:57 | 06:28 | 04:47 |
 | Bracer | 7 | 58.33% | 65.6 | 71.43% | -8.57% | +28.57% | +28.57% | 0.00% | 00:39 | -01:29 | -01:28 | 01:27 | 01:53 | 03:34 | 03:21 | 02:28 |
 | Hand of Midas | 2 | 16.67% | 62.5 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 14:32 | 13:45 | 13:45 | 15:18 | 15:18 | 15:18 | 01:33 | 01:08 |
 | Nullifier | 4 | 33.33% | 59.4 | 75.00% | 0.00% | +25.00% | -75.00% | 0.00% | 40:21 | 34:31 | 34:31 | 34:52 | 43:00 | 49:01 | 08:29 | 06:17 |
 | Crown | 4 | 33.33% | 56.3 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 25:18 | 12:19 | 12:19 | 27:33 | 28:40 | 32:39 | 16:21 | 12:06 |
 | Helm of Iron Will | 4 | 33.33% | 53.1 | 75.00% | 0.00% | +25.00% | -75.00% | 0.00% | 36:48 | 27:25 | 27:25 | 31:41 | 39:26 | 48:38 | 12:01 | 08:54 |
 | Medallion of Courage | 4 | 33.33% | 50.0 | 75.00% | 0.00% | -75.00% | +25.00% | 0.00% | 13:33 | 08:23 | 08:23 | 09:06 | 09:33 | 27:11 | 01:10 | 00:51 |
 | Solar Crest | 4 | 33.33% | 46.9 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 27:59 | 14:34 | 14:34 | 31:41 | 32:47 | 32:54 | 18:13 | 13:29 |
 | Sange | 3 | 25.00% | 43.8 | 66.67% | -11.11% | +33.33% | 0.00% | 0.00% | 29:13 | 22:13 | 22:13 | 29:59 | 35:27 | 35:27 | 13:14 | 09:48 |
 | Urn of Shadows | 4 | 33.33% | 40.6 | 50.00% | -37.50% | +50.00% | -50.00% | 0.00% | 12:24 | 06:11 | 06:11 | 07:14 | 08:29 | 27:43 | 02:18 | 01:42 |
 | Fluffy Hat | 1 | 8.33% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 8.33% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 8.33% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 8.33% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Soul Ring | 1 | 8.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 00:00 | 00:00 |
 | Bottle | 1 | 8.33% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 16.67% | 18.8 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 45:23 | 43:12 | 43:12 | 47:34 | 47:34 | 47:34 | 04:22 | 03:14 |
 | Buckler | 2 | 16.67% | 15.6 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 45:14 | 42:57 | 42:57 | 47:30 | 47:30 | 47:30 | 04:33 | 03:22 |
 | Aghanim's Shard | 2 | 16.67% | 12.5 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 20:35 | 20:06 | 20:06 | 21:04 | 21:04 | 21:04 | 00:58 | 00:42 |
 | Kaya | 1 | 8.33% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 8.33% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 8.33% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |