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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 | 4 | 12.50% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 05:19 | 04:42 | 04:42 | 04:53 | 05:24 | 06:17 | 00:42 | 00:31 |
 | Phase Boots | 4 | 12.50% | 97.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 07:21 | 06:13 | 06:13 | 06:54 | 07:07 | 09:10 | 00:54 | 00:40 |
 | Soul Ring | 16 | 50.00% | 94.3 | 68.75% | +37.50% | -18.75% | -18.75% | 0.00% | 08:02 | 03:06 | 05:27 | 06:22 | 09:34 | 18:54 | 04:07 | 03:02 |
 | Blink Dagger | 6 | 18.75% | 91.4 | 83.33% | +41.02% | +16.67% | +16.67% | 0.00% | 28:08 | 09:52 | 11:07 | 14:30 | 42:42 | 1:15:13 | 31:35 | 23:23 |
 | Boots of Speed | 30 | 93.75% | 88.6 | 53.33% | +53.33% | +9.17% | -10.47% | -4.24% | 05:22 | 01:43 | 02:29 | 04:29 | 07:07 | 17:13 | 04:38 | 03:25 |
 | Aghanim's Scepter | 28 | 87.50% | 85.7 | 53.57% | +28.57% | -25.00% | +3.57% | 3.62% | 22:28 | 15:40 | 18:16 | 22:14 | 26:10 | 30:58 | 07:54 | 05:51 |
 | Void Stone | 17 | 53.13% | 82.9 | 58.82% | +18.82% | -8.82% | +16.18% | 2.76% | 30:36 | 18:49 | 24:17 | 30:05 | 33:21 | 51:05 | 09:04 | 06:42 |
 | Ring of Protection | 29 | 90.63% | 80.0 | 51.72% | +18.39% | -23.15% | +33.99% | 15.37% | 02:11 | -01:29 | -01:29 | 01:44 | 05:12 | 09:51 | 06:41 | 04:57 |
 | Ring of Health | 18 | 56.25% | 77.1 | 55.56% | +12.70% | -35.56% | +19.44% | 2.15% | 22:50 | 02:47 | 06:34 | 26:15 | 32:06 | 43:59 | 25:32 | 18:54 |
 | Magic Wand | 23 | 71.88% | 74.3 | 52.17% | +7.73% | +14.50% | -18.84% | -7.38% | 07:42 | -01:29 | 05:03 | 07:39 | 09:34 | 17:36 | 04:31 | 03:20 |
 | Buckler | 5 | 15.63% | 71.4 | 80.00% | +35.56% | +20.00% | -80.00% | 0.00% | 34:50 | 10:28 | 10:28 | 36:07 | 52:10 | 52:58 | 41:42 | 30:53 |
 | Quelling Blade | 27 | 84.38% | 68.6 | 48.15% | -11.85% | -5.29% | -5.29% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:08 | 00:00 | 00:00 |
 | Wind Lace | 15 | 46.88% | 65.7 | 53.33% | +6.27% | +21.67% | -3.33% | -13.76% | 05:40 | 02:24 | 04:32 | 05:24 | 06:21 | 10:57 | 01:49 | 01:20 |
 | Magic Stick | 26 | 81.25% | 62.9 | 46.15% | -20.52% | -17.58% | +20.52% | 5.28% | 04:52 | -01:29 | 01:15 | 04:31 | 08:28 | 16:58 | 07:13 | 05:20 |
 | Tranquil Boots | 13 | 40.63% | 60.0 | 53.85% | +6.48% | +12.82% | +12.82% | 0.00% | 07:09 | 03:37 | 04:12 | 06:03 | 07:40 | 13:45 | 03:28 | 02:34 |
 | Refresher Orb | 13 | 40.63% | 57.1 | 53.85% | +6.48% | +12.82% | +46.15% | 2.95% | 35:07 | 26:09 | 27:02 | 33:29 | 38:21 | 53:21 | 11:19 | 08:22 |
 | Aeon Disk | 9 | 28.13% | 54.3 | 55.56% | +7.73% | -5.56% | -5.56% | 0.00% | 42:01 | 29:45 | 37:02 | 41:09 | 42:38 | 1:02:46 | 05:36 | 04:08 |
 | Shiva's Guard | 2 | 6.25% | 51.4 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 59:03 | 56:02 | 56:02 | 1:02:03 | 1:02:03 | 1:02:03 | 06:01 | 04:27 |
 | Ring of Basilius | 2 | 6.25% | 48.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 15:12 | 07:58 | 07:58 | 22:25 | 22:25 | 22:25 | 14:27 | 10:42 |
 | Lotus Orb | 2 | 6.25% | 45.7 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 32:16 | 30:06 | 30:06 | 34:25 | 34:25 | 34:25 | 04:19 | 03:11 |
 | Bottle | 2 | 6.25% | 42.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 01:46 | 01:09 | 01:09 | 02:23 | 02:23 | 02:23 | 01:14 | 00:54 |
 | Aghanim's Shard | 7 | 21.88% | 40.0 | 57.14% | +9.14% | -7.14% | -7.14% | 0.00% | 39:17 | 24:38 | 28:07 | 32:08 | 42:12 | 60:23 | 14:05 | 10:25 |
 | Urn of Shadows | 16 | 50.00% | 37.1 | 37.50% | -25.00% | -12.50% | +12.50% | 6.76% | 05:34 | 02:38 | 03:39 | 04:39 | 07:21 | 10:53 | 03:42 | 02:44 |
 | Bracer | 3 | 9.38% | 34.3 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 03:33 | 02:06 | 02:06 | 02:19 | 06:14 | 06:14 | 04:08 | 03:03 |
 | Assault Cuirass | 3 | 9.38% | 31.4 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 47:26 | 36:20 | 36:20 | 52:27 | 53:32 | 53:32 | 17:12 | 12:44 |
 | Fluffy Hat | 3 | 9.38% | 28.6 | 66.67% | +18.39% | -66.67% | 0.00% | 0.00% | 11:42 | 05:18 | 05:18 | 11:30 | 18:18 | 18:18 | 13:00 | 09:37 |
 | Arcane Boots | 3 | 9.38% | 25.7 | 66.67% | +18.39% | -66.67% | 0.00% | 0.00% | 31:47 | 27:44 | 27:44 | 30:12 | 37:24 | 37:24 | 09:40 | 07:09 |
 | Spirit Vessel | 13 | 40.63% | 22.9 | 30.77% | -32.39% | +2.56% | +2.56% | 0.00% | 15:28 | 12:49 | 12:56 | 14:26 | 16:19 | 22:03 | 03:23 | 02:30 |
 | Wraith Pact | 1 | 3.13% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.13% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.13% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.13% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |
 | Force Staff | 2 | 6.25% | 8.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 20:36 | 12:26 | 12:26 | 28:46 | 28:46 | 28:46 | 16:20 | 12:05 |
 | Vanguard | 4 | 12.50% | 5.7 | 25.00% | -28.57% | -25.00% | +75.00% | 0.00% | 11:21 | 10:02 | 10:02 | 10:33 | 12:13 | 12:34 | 02:11 | 01:37 |
 | Radiance | 1 | 3.13% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |