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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 | |
 | Helm of Iron Will | 5 | 19.23% | 100.0 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 40:44 | 35:33 | 35:33 | 38:49 | 39:49 | 53:38 | 04:16 | 03:09 |
 | Linken's Sphere | 10 | 38.46% | 97.7 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 29:07 | 19:14 | 25:36 | 28:49 | 32:13 | 43:24 | 06:37 | 04:54 |
 | Cornucopia | 10 | 38.46% | 95.3 | 80.00% | +30.00% | -13.33% | +20.00% | 4.45% | 27:29 | 15:52 | 23:24 | 25:34 | 30:53 | 43:24 | 07:29 | 05:32 |
 | Nullifier | 4 | 15.38% | 93.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 37:55 | 35:52 | 35:52 | 36:13 | 39:14 | 40:19 | 03:22 | 02:29 |
 | Magic Stick | 24 | 92.31% | 90.7 | 66.67% | +66.67% | -16.67% | +16.66% | 12.82% | 02:28 | -01:29 | -01:29 | 02:29 | 04:05 | 10:22 | 05:34 | 04:07 |
 | Gleipnir | 19 | 73.08% | 88.4 | 68.42% | +25.56% | +11.58% | -8.42% | -3.63% | 21:10 | 16:10 | 18:50 | 19:58 | 24:21 | 28:26 | 05:31 | 04:05 |
 | Bracer | 19 | 73.08% | 86.0 | 68.42% | +25.56% | +11.58% | +11.58% | 0.00% | 03:23 | 01:09 | 01:49 | 02:22 | 03:33 | 11:56 | 01:44 | 01:17 |
 | Crown | 23 | 88.46% | 83.7 | 65.22% | +31.89% | -31.89% | +1.45% | 6.45% | 11:41 | 02:49 | 07:57 | 10:07 | 13:07 | 22:03 | 05:10 | 03:49 |
 | Maelstrom | 23 | 88.46% | 81.4 | 65.22% | +31.89% | +18.11% | +1.45% | -2.47% | 15:52 | 10:57 | 12:20 | 15:35 | 19:04 | 24:18 | 06:44 | 04:59 |
 | Aghanim's Scepter | 9 | 34.62% | 79.1 | 77.78% | +24.84% | +22.22% | -27.78% | -6.61% | 34:06 | 26:28 | 27:17 | 34:12 | 34:51 | 44:17 | 07:34 | 05:36 |
 | Rod of Atos | 22 | 84.62% | 76.7 | 63.64% | +13.64% | -13.64% | -3.64% | 1.88% | 16:45 | 11:10 | 13:39 | 15:18 | 18:59 | 25:34 | 05:20 | 03:57 |
 | Magic Wand | 24 | 92.31% | 74.4 | 62.50% | +12.50% | -12.50% | +4.17% | 5.56% | 06:05 | -01:29 | 03:39 | 05:29 | 06:39 | 19:21 | 03:00 | 02:13 |
 | Javelin | 24 | 92.31% | 72.1 | 62.50% | +12.50% | +4.17% | +4.17% | 0.00% | 12:54 | 05:00 | 07:21 | 12:53 | 16:49 | 25:13 | 09:28 | 07:00 |
 | Boots of Speed | 26 | 100.00% | 69.8 | 61.54% | +61.54% | -4.40% | +5.13% | 3.84% | 05:49 | 01:18 | 04:26 | 05:28 | 06:55 | 09:59 | 02:29 | 01:50 |
 | Power Treads | 25 | 96.15% | 67.4 | 60.00% | -40.00% | -10.00% | +6.67% | 7.88% | 07:48 | 05:37 | 06:39 | 07:45 | 08:46 | 10:34 | 02:07 | 01:34 |
 | Manta Style | 6 | 23.08% | 65.1 | 83.33% | +28.33% | -33.33% | +16.67% | 4.34% | 26:09 | 19:01 | 19:52 | 24:27 | 31:24 | 32:00 | 11:32 | 08:32 |
 | Yasha | 6 | 23.08% | 62.8 | 83.33% | +28.33% | -33.33% | +16.67% | 4.02% | 22:31 | 14:52 | 16:23 | 19:36 | 28:49 | 30:53 | 12:26 | 09:12 |
 | Bottle | 14 | 53.85% | 60.5 | 64.29% | +5.96% | +10.71% | -30.96% | -41.67% | 01:54 | 01:04 | 01:35 | 01:46 | 01:58 | 03:28 | 00:23 | 00:17 |
 | Void Stone | 3 | 11.54% | 58.1 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 36:15 | 25:09 | 25:09 | 34:54 | 48:41 | 48:41 | 23:32 | 17:25 |
 | Black King Bar | 15 | 57.69% | 55.8 | 60.00% | -3.64% | +15.00% | +15.00% | 0.00% | 28:19 | 18:45 | 21:31 | 25:59 | 27:25 | 60:53 | 05:54 | 04:22 |
 | Aghanim's Blessing | 2 | 7.69% | 53.5 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 58:56 | 56:40 | 56:40 | 1:01:11 | 1:01:11 | 1:01:11 | 04:31 | 03:20 |
 | Blink Dagger | 2 | 7.69% | 51.2 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 46:33 | 43:59 | 43:59 | 49:07 | 49:07 | 49:07 | 05:08 | 03:48 |
 | Ring of Health | 2 | 7.69% | 48.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 30:02 | 25:09 | 25:09 | 34:54 | 34:54 | 34:54 | 09:45 | 07:13 |
 | Chainmail | 1 | 3.85% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.85% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.85% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.85% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.85% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.85% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.85% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.85% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.85% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.85% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.85% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.85% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Desolator | 1 | 3.85% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 3.85% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 00:00 | 00:00 |
 | Wind Lace | 2 | 7.69% | 14.0 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 14:33 | 13:43 | 13:43 | 15:22 | 15:22 | 15:22 | 01:39 | 01:13 |
 | Wraith Band | 4 | 15.38% | 11.6 | 25.00% | -43.18% | +75.00% | -25.00% | -60.00% | 07:41 | 02:37 | 02:37 | 02:51 | 04:17 | 20:57 | 01:40 | 01:14 |
 | Monkey King Bar | 3 | 11.54% | 9.3 | 0.00% | -69.57% | 0.00% | 0.00% | 0.00% | 32:55 | 31:29 | 31:29 | 32:39 | 34:36 | 34:36 | 03:07 | 02:18 |
 | Diffusal Blade | 1 | 3.85% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.85% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.85% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |