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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 | 22 | 88.00% | 100.0 | 63.64% | +63.64% | +3.03% | +16.36% | 7.41% | 05:42 | 02:52 | 04:47 | 05:20 | 06:35 | 12:06 | 01:48 | 01:20 |
 | Quelling Blade | 11 | 44.00% | 98.0 | 72.73% | +29.87% | +27.27% | -6.06% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 17 | 68.00% | 96.0 | 64.71% | +27.21% | +10.29% | +10.29% | 0.00% | 00:42 | -01:29 | -01:29 | -01:27 | 02:02 | 12:32 | 03:31 | 02:36 |
 | Manta Style | 21 | 84.00% | 94.0 | 61.90% | +36.90% | -1.90% | -21.90% | -6.28% | 23:25 | 20:02 | 21:26 | 24:01 | 24:37 | 27:37 | 03:11 | 02:21 |
 | Phase Boots | 21 | 84.00% | 92.0 | 61.90% | +36.90% | -1.90% | -1.90% | 0.00% | 06:19 | 03:45 | 05:53 | 06:20 | 06:45 | 08:47 | 00:52 | 00:38 |
 | Yasha | 22 | 88.00% | 90.0 | 59.09% | +25.76% | -9.09% | -19.09% | -2.56% | 19:59 | 16:22 | 17:32 | 19:48 | 21:26 | 24:01 | 03:54 | 02:53 |
 | Boots of Speed | 25 | 100.00% | 88.0 | 56.00% | +56.00% | +10.67% | -22.67% | -14.93% | 04:08 | 01:54 | 02:28 | 03:30 | 04:42 | 13:16 | 02:14 | 01:39 |
 | Black King Bar | 3 | 12.00% | 86.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:17 | 28:47 | 28:47 | 41:59 | 47:05 | 47:05 | 18:18 | 13:33 |
 | Radiance | 17 | 68.00% | 84.0 | 58.82% | +8.82% | -8.82% | -33.82% | -13.51% | 15:55 | 12:58 | 14:48 | 16:07 | 16:39 | 19:09 | 01:51 | 01:22 |
 | Bracer | 15 | 60.00% | 82.0 | 60.00% | +10.00% | +40.00% | -60.00% | -100.00% | 02:50 | 01:46 | 02:01 | 02:37 | 03:01 | 06:20 | 01:00 | 00:44 |
 | Magic Wand | 22 | 88.00% | 80.0 | 54.55% | -12.12% | -4.55% | +25.45% | 14.75% | 03:02 | -01:30 | -01:29 | 01:34 | 03:31 | 19:19 | 05:00 | 03:42 |
 | Harpoon | 13 | 52.00% | 78.0 | 61.54% | +11.54% | +5.13% | +5.13% | 0.00% | 25:56 | 16:30 | 24:04 | 26:37 | 29:18 | 33:47 | 05:14 | 03:52 |
 | Echo Sabre | 16 | 64.00% | 76.0 | 56.25% | +0.69% | -6.25% | +43.75% | 4.44% | 18:58 | 11:48 | 12:31 | 17:51 | 23:47 | 29:25 | 11:16 | 08:20 |
 | Diadem | 14 | 56.00% | 74.0 | 57.14% | +2.59% | -7.14% | +9.53% | 3.14% | 23:30 | 08:17 | 21:48 | 24:31 | 27:07 | 33:45 | 05:19 | 03:56 |
 | Blink Dagger | 13 | 52.00% | 72.0 | 53.85% | -4.48% | +46.15% | -20.52% | -12.95% | 29:07 | 14:14 | 25:28 | 29:08 | 30:37 | 48:59 | 05:09 | 03:48 |
 | Wraith Band | 6 | 24.00% | 70.0 | 66.67% | +14.04% | -16.67% | +33.33% | 20.13% | 05:56 | 01:58 | 02:10 | 03:29 | 04:39 | 19:19 | 02:29 | 01:50 |
 | Ring of Protection | 2 | 8.00% | 68.0 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 35:45 | 32:59 | 32:59 | 38:31 | 38:31 | 38:31 | 05:32 | 04:05 |
 | Assault Cuirass | 2 | 8.00% | 66.0 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 36:41 | 34:09 | 34:09 | 39:12 | 39:12 | 39:12 | 05:03 | 03:44 |
 | Buckler | 2 | 8.00% | 64.0 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 35:45 | 32:59 | 32:59 | 38:31 | 38:31 | 38:31 | 05:32 | 04:05 |
 | Helm of Iron Will | 5 | 20.00% | 62.0 | 60.00% | +5.00% | +40.00% | -60.00% | -15.35% | 30:29 | 27:21 | 27:21 | 29:01 | 33:52 | 34:21 | 06:31 | 04:49 |
 | Overwhelming Blink | 3 | 12.00% | 60.0 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 41:54 | 35:50 | 35:50 | 37:23 | 52:28 | 52:28 | 16:38 | 12:19 |
 | Eye of Skadi | 3 | 12.00% | 58.0 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 35:58 | 32:24 | 32:24 | 33:30 | 41:59 | 41:59 | 09:35 | 07:05 |
 | Wind Lace | 3 | 12.00% | 56.0 | 66.67% | +12.12% | -66.67% | 0.00% | 0.00% | 09:20 | 04:23 | 04:23 | 09:12 | 14:25 | 14:25 | 10:02 | 07:25 |
 | Ring of Health | 4 | 16.00% | 54.0 | 50.00% | -7.14% | +50.00% | -50.00% | -12.61% | 38:13 | 32:10 | 32:10 | 35:13 | 40:06 | 45:24 | 07:56 | 05:52 |
 | Nullifier | 4 | 16.00% | 52.0 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 32:12 | 29:22 | 29:22 | 30:26 | 34:16 | 34:44 | 04:54 | 03:37 |
 | Abyssal Blade | 4 | 16.00% | 50.0 | 50.00% | -7.14% | +50.00% | -50.00% | -12.74% | 38:20 | 32:24 | 32:24 | 35:15 | 40:15 | 45:25 | 07:51 | 05:48 |
 | Vanguard | 4 | 16.00% | 48.0 | 50.00% | -7.14% | +50.00% | -50.00% | -12.61% | 38:13 | 32:10 | 32:10 | 35:13 | 40:06 | 45:24 | 07:56 | 05:52 |
 | Crown | 1 | 4.00% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.00% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 00:00 | 00:00 |
 | Javelin | 1 | 4.00% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Solar Crest | 1 | 4.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.00% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 4.00% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |
 | Cornucopia | 1 | 4.00% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.00% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 4.00% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 00:00 | 00:00 |
 | Skull Basher | 6 | 24.00% | 28.0 | 33.33% | -29.83% | +16.67% | -33.33% | -9.71% | 33:32 | 29:42 | 31:34 | 31:36 | 36:43 | 36:48 | 05:09 | 03:48 |
 | Swift Blink | 2 | 8.00% | 26.0 | 50.00% | -6.52% | -50.00% | 0.00% | 0.00% | 47:36 | 43:38 | 43:38 | 51:34 | 51:34 | 51:34 | 07:56 | 05:52 |
 | Power Treads | 3 | 12.00% | 24.0 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 10:39 | 07:19 | 07:19 | 08:48 | 15:49 | 15:49 | 08:30 | 06:17 |
 | Phylactery | 1 | 4.00% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 8.00% | 18.0 | 0.00% | -60.87% | 0.00% | 0.00% | 0.00% | 32:35 | 27:47 | 27:47 | 37:22 | 37:22 | 37:22 | 09:35 | 07:05 |
 | Heaven's Halberd | 1 | 4.00% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.00% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Sange | 1 | 4.00% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 4.00% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 4.00% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |