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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 | 16 | 88.89% | 100.0 | 68.75% | +68.75% | -43.75% | +6.25% | 19.74% | 06:39 | 03:28 | 05:02 | 06:44 | 07:34 | 09:28 | 02:32 | 01:52 |
 | Phase Boots | 16 | 88.89% | 97.1 | 68.75% | +68.75% | -43.75% | +31.25% | 27.11% | 08:07 | 06:09 | 06:24 | 07:50 | 09:10 | 11:13 | 02:46 | 02:02 |
 | Magic Stick | 17 | 94.44% | 94.3 | 64.71% | +64.71% | +10.29% | +35.29% | 10.42% | 02:30 | -01:29 | 00:52 | 02:06 | 03:16 | 09:02 | 02:24 | 01:46 |
 | Boots of Speed | 18 | 100.00% | 91.4 | 61.11% | +61.11% | -1.11% | -11.11% | -4.17% | 03:57 | 01:08 | 02:54 | 03:39 | 05:18 | 06:15 | 02:24 | 01:46 |
 | Blink Dagger | 14 | 77.78% | 88.6 | 64.29% | +14.29% | -39.29% | +2.38% | 5.22% | 24:01 | 13:01 | 20:28 | 23:15 | 28:27 | 34:29 | 07:59 | 05:54 |
 | Black King Bar | 15 | 83.33% | 85.7 | 60.00% | -6.67% | -10.00% | -35.00% | -3.38% | 22:54 | 17:26 | 18:37 | 22:31 | 26:01 | 30:53 | 07:24 | 05:28 |
 | Helm of Iron Will | 5 | 27.78% | 82.9 | 80.00% | +26.15% | +20.00% | -80.00% | 0.00% | 35:35 | 27:25 | 27:25 | 31:41 | 39:26 | 48:38 | 12:01 | 08:54 |
 | Nullifier | 5 | 27.78% | 80.0 | 80.00% | +26.15% | +20.00% | -80.00% | 0.00% | 38:33 | 31:23 | 31:23 | 34:52 | 43:00 | 49:01 | 11:37 | 08:36 |
 | Ring of Protection | 9 | 50.00% | 77.1 | 66.67% | +11.11% | +33.33% | -16.67% | -7.43% | 10:03 | -01:29 | -01:29 | 06:03 | 08:13 | 42:57 | 09:42 | 07:11 |
 | Wind Lace | 7 | 38.89% | 74.3 | 71.43% | +16.88% | +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 | 38.89% | 71.4 | 71.43% | +16.88% | -21.43% | -21.43% | 0.00% | 13:59 | 05:35 | 06:22 | 09:33 | 18:01 | 26:00 | 11:39 | 08:37 |
 | Quelling Blade | 16 | 88.89% | 68.6 | 56.25% | -43.75% | -31.25% | +18.75% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 01:13 | 00:00 | 00:00 |
 | Magic Wand | 12 | 66.67% | 65.7 | 58.33% | -8.34% | -25.00% | +41.67% | 11.02% | 07:35 | 02:06 | 03:12 | 05:49 | 09:15 | 24:52 | 06:03 | 04:28 |
 | Bracer | 13 | 72.22% | 62.9 | 53.85% | -26.15% | +12.82% | +12.82% | 0.00% | 01:17 | -01:29 | -01:28 | 01:53 | 02:05 | 03:34 | 03:33 | 02:37 |
 | Medallion of Courage | 6 | 33.33% | 60.0 | 66.67% | +8.34% | -16.67% | +33.33% | 3.52% | 15:56 | 08:23 | 09:06 | 09:33 | 23:19 | 27:11 | 14:13 | 10:31 |
 | Crown | 6 | 33.33% | 57.1 | 66.67% | +8.34% | +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 | 33.33% | 54.3 | 66.67% | +8.34% | +33.33% | +33.33% | 0.00% | 26:24 | 14:34 | 18:01 | 28:26 | 32:47 | 32:54 | 14:46 | 10:56 |
 | Hand of Midas | 2 | 11.11% | 51.4 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 14:32 | 13:45 | 13:45 | 15:18 | 15:18 | 15:18 | 01:33 | 01:08 |
 | Sange | 3 | 16.67% | 48.6 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 29:13 | 22:13 | 22:13 | 29:59 | 35:27 | 35:27 | 13:14 | 09:48 |
 | Fluffy Hat | 1 | 5.56% | 45.7 | 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 | 5.56% | 42.9 | 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 |
 | Heaven's Halberd | 1 | 5.56% | 40.0 | 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 |
 | Orb of Venom | 1 | 5.56% | 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 | 5.56% | 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 |
 | Soul Ring | 1 | 5.56% | 31.4 | 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 | 5.56% | 28.6 | 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 |
 | Urn of Shadows | 5 | 27.78% | 25.7 | 40.00% | -29.23% | +60.00% | -40.00% | 0.00% | 11:46 | 06:11 | 06:11 | 08:29 | 09:15 | 27:43 | 03:04 | 02:16 |
 | Assault Cuirass | 2 | 11.11% | 22.9 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 45:23 | 43:12 | 43:12 | 47:34 | 47:34 | 47:34 | 04:22 | 03:14 |
 | Buckler | 2 | 11.11% | 20.0 | 50.00% | -12.50% | +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 | 11.11% | 17.1 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 20:35 | 20:06 | 20:06 | 21:04 | 21:04 | 21:04 | 00:58 | 00:42 |
 | Aghanim's Scepter | 2 | 11.11% | 14.3 | 0.00% | -68.75% | 0.00% | 0.00% | 0.00% | 17:44 | 17:17 | 17:17 | 18:11 | 18:11 | 18:11 | 00:54 | 00:40 |
 | Kaya | 1 | 5.56% | 11.4 | 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 |
 | Spirit Vessel | 1 | 5.56% | 8.6 | 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 | 5.56% | 5.7 | 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 |
 | Power Treads | 2 | 11.11% | 2.9 | 0.00% | -68.75% | 0.00% | 0.00% | 0.00% | 07:44 | 06:58 | 06:58 | 08:29 | 08:29 | 08:29 | 01:31 | 01:07 |