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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 | 18 | 90.00% | 100.0 | 61.11% | +61.11% | -21.11% | +13.89% | 17.65% | 06:53 | 03:28 | 05:44 | 07:12 | 07:43 | 09:47 | 01:59 | 01:28 |
 | Phase Boots | 18 | 90.00% | 97.1 | 61.11% | +61.11% | -21.11% | +13.89% | 11.73% | 08:17 | 06:09 | 06:42 | 07:52 | 09:41 | 11:13 | 02:59 | 02:12 |
 | Magic Stick | 19 | 95.00% | 94.3 | 57.89% | +57.89% | +2.11% | +22.11% | 10.08% | 02:39 | -01:29 | 01:17 | 02:06 | 03:16 | 09:02 | 01:59 | 01:28 |
 | Boots of Speed | 20 | 100.00% | 91.4 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 03:55 | 01:08 | 02:54 | 03:39 | 04:55 | 06:15 | 02:01 | 01:29 |
 | Nullifier | 5 | 25.00% | 88.6 | 80.00% | +33.33% | +20.00% | -80.00% | 0.00% | 38:33 | 31:23 | 31:23 | 34:52 | 43:00 | 49:01 | 11:37 | 08:36 |
 | Wind Lace | 7 | 35.00% | 85.7 | 71.43% | +25.28% | +28.57% | -71.43% | -6.12% | 18:17 | 07:49 | 11:33 | 12:19 | 27:54 | 28:43 | 16:21 | 12:06 |
 | Blight Stone | 7 | 35.00% | 82.9 | 71.43% | +25.28% | -21.43% | -21.43% | 0.00% | 13:59 | 05:35 | 06:22 | 09:33 | 18:01 | 26:00 | 11:39 | 08:37 |
 | Blink Dagger | 16 | 80.00% | 80.0 | 56.25% | +6.25% | -31.25% | -6.25% | 2.01% | 23:48 | 13:01 | 16:02 | 23:15 | 28:27 | 34:29 | 12:25 | 09:11 |
 | Magic Wand | 12 | 60.00% | 77.1 | 58.33% | +8.33% | -25.00% | +41.67% | 11.02% | 07:35 | 02:06 | 03:12 | 05:49 | 09:15 | 24:52 | 06:03 | 04:28 |
 | Black King Bar | 17 | 85.00% | 74.3 | 52.94% | -13.73% | -2.94% | -27.94% | -3.23% | 23:22 | 17:26 | 18:37 | 22:46 | 26:22 | 30:53 | 07:45 | 05:44 |
 | Ring of Protection | 10 | 50.00% | 71.4 | 60.00% | +10.00% | +6.67% | -10.00% | -2.15% | 09:44 | -01:29 | 00:28 | 06:03 | 08:13 | 42:57 | 07:45 | 05:44 |
 | Quelling Blade | 18 | 90.00% | 68.6 | 50.00% | -50.00% | -10.00% | -25.00% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 01:13 | 00:00 | 00:00 |
 | Crown | 6 | 30.00% | 65.7 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 24:33 | 12:19 | 18:01 | 27:33 | 28:40 | 32:39 | 10:39 | 07:53 |
 | Solar Crest | 6 | 30.00% | 62.9 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 26:24 | 14:34 | 18:01 | 28:26 | 32:47 | 32:54 | 14:46 | 10:56 |
 | Medallion of Courage | 6 | 30.00% | 60.0 | 66.67% | +16.67% | -16.67% | +33.33% | 3.52% | 15:56 | 08:23 | 09:06 | 09:33 | 23:19 | 27:11 | 14:13 | 10:31 |
 | Bracer | 15 | 75.00% | 57.1 | 46.67% | -33.33% | +3.33% | +3.33% | 0.00% | 01:26 | -01:29 | 01:27 | 01:55 | 02:12 | 03:34 | 00:45 | 00:33 |
 | Hand of Midas | 2 | 10.00% | 54.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:32 | 13:45 | 13:45 | 15:18 | 15:18 | 15:18 | 01:33 | 01:08 |
 | Helm of Iron Will | 7 | 35.00% | 51.4 | 57.14% | +3.29% | +42.86% | -7.14% | -6.21% | 36:18 | 27:25 | 30:44 | 37:28 | 38:47 | 48:38 | 08:03 | 05:57 |
 | Sange | 3 | 15.00% | 48.6 | 66.67% | +13.73% | +33.33% | 0.00% | 0.00% | 29:13 | 22:13 | 22:13 | 29:59 | 35:27 | 35:27 | 13:14 | 09:48 |
 | Orb of Corrosion | 1 | 5.00% | 45.7 | 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 |
 | Bottle | 1 | 5.00% | 42.9 | 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 |
 | Soul Ring | 1 | 5.00% | 40.0 | 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 |
 | Orb of Venom | 1 | 5.00% | 37.1 | 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 |
 | Drum of Endurance | 1 | 5.00% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.00% | 31.4 | 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 |
 | Fluffy Hat | 1 | 5.00% | 28.6 | 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 |
 | Urn of Shadows | 6 | 30.00% | 25.7 | 33.33% | -30.96% | +66.67% | -33.33% | -49.59% | 11:08 | 06:11 | 07:14 | 07:56 | 09:15 | 27:43 | 02:01 | 01:29 |
 | Aghanim's Shard | 2 | 10.00% | 22.9 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 20:35 | 20:06 | 20:06 | 21:04 | 21:04 | 21:04 | 00:58 | 00:42 |
 | Assault Cuirass | 2 | 10.00% | 20.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 45:23 | 43:12 | 43:12 | 47:34 | 47:34 | 47:34 | 04:22 | 03:14 |
 | Buckler | 2 | 10.00% | 17.1 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 45:14 | 42:57 | 42:57 | 47:30 | 47:30 | 47:30 | 04:33 | 03:22 |
 | Kaya | 1 | 5.00% | 14.3 | 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 |
 | Spirit Vessel | 1 | 5.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 5.00% | 8.6 | 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 |
 | Aghanim's Scepter | 2 | 10.00% | 5.7 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 17:44 | 17:17 | 17:17 | 18:11 | 18:11 | 18:11 | 00:54 | 00:40 |
 | Power Treads | 2 | 10.00% | 2.9 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 07:44 | 06:58 | 06:58 | 08:29 | 08:29 | 08:29 | 01:31 | 01:07 |