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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 | |
 | Eye of Skadi | 20 | 46.51% | 100.0 | 85.00% | +24.13% | +15.00% | -5.00% | -4.00% | 27:30 | 21:23 | 24:22 | 26:15 | 29:22 | 36:55 | 05:00 | 03:42 |
 | Daedalus | 7 | 16.28% | 97.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:57 | 27:47 | 30:01 | 30:58 | 31:02 | 40:45 | 01:01 | 00:45 |
 | Quelling Blade | 23 | 53.49% | 94.7 | 82.61% | +22.61% | +0.72% | +17.39% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Morbid Mask | 42 | 97.67% | 92.1 | 73.81% | +73.81% | +17.10% | -3.81% | -9.88% | 10:30 | 05:38 | 06:44 | 07:26 | 08:51 | 38:27 | 02:07 | 01:34 |
 | Mask of Madness | 35 | 81.40% | 89.5 | 74.29% | +11.79% | +3.49% | -29.85% | -21.28% | 09:52 | 07:30 | 08:55 | 09:44 | 10:29 | 12:45 | 01:34 | 01:09 |
 | Boots of Speed | 43 | 100.00% | 86.8 | 72.09% | +72.09% | -8.45% | +0.64% | 5.80% | 03:36 | -01:29 | 02:49 | 03:37 | 04:23 | 08:06 | 01:34 | 01:09 |
 | Power Treads | 43 | 100.00% | 84.2 | 72.09% | +72.09% | +27.91% | -8.45% | -25.67% | 05:52 | 04:23 | 05:07 | 05:32 | 06:32 | 08:39 | 01:25 | 01:02 |
 | Satanic | 9 | 20.93% | 81.6 | 88.89% | +21.24% | +11.11% | +11.11% | 0.00% | 31:10 | 24:10 | 24:23 | 30:20 | 36:03 | 40:11 | 11:40 | 08:38 |
 | Magic Stick | 24 | 55.81% | 78.9 | 75.00% | +6.58% | -8.33% | -8.33% | 0.00% | -00:13 | -01:29 | -01:29 | -01:29 | -01:29 | 15:54 | 00:00 | 00:00 |
 | Crystalys | 15 | 34.88% | 76.3 | 80.00% | +12.14% | +20.00% | -5.00% | -2.70% | 27:13 | 19:17 | 20:05 | 26:34 | 29:20 | 40:12 | 09:15 | 06:51 |
 | Manta Style | 20 | 46.51% | 73.7 | 75.00% | +5.43% | +5.00% | -15.00% | -3.87% | 18:53 | 13:37 | 15:41 | 17:17 | 20:51 | 27:58 | 05:10 | 03:49 |
 | Black King Bar | 38 | 88.37% | 71.1 | 68.42% | -31.58% | +1.58% | -23.98% | -8.62% | 18:47 | 15:35 | 16:58 | 18:00 | 19:56 | 26:33 | 02:58 | 02:11 |
 | Dragon Lance | 38 | 88.37% | 68.4 | 68.42% | -31.58% | -8.42% | -23.98% | -7.91% | 12:56 | 09:15 | 11:50 | 12:38 | 13:48 | 20:54 | 01:58 | 01:27 |
 | Magic Wand | 35 | 81.40% | 65.8 | 68.57% | -18.93% | -13.01% | +9.21% | 8.28% | 02:34 | -01:29 | -01:29 | 01:41 | 04:10 | 16:12 | 05:39 | 04:11 |
 | Wind Lace | 8 | 18.60% | 63.2 | 87.50% | +18.93% | +12.50% | -37.50% | 0.00% | 10:25 | 07:24 | 08:05 | 08:54 | 12:28 | 13:36 | 04:23 | 03:14 |
 | Yasha | 24 | 55.81% | 60.5 | 70.83% | -2.85% | +12.50% | -4.16% | -4.08% | 16:00 | 09:28 | 12:51 | 14:32 | 16:56 | 29:42 | 04:05 | 03:01 |
 | Void Stone | 10 | 23.26% | 57.9 | 80.00% | +10.30% | -13.33% | -30.00% | -2.06% | 30:50 | 23:39 | 26:31 | 30:41 | 34:37 | 38:42 | 08:06 | 06:00 |
 | Ring of Health | 10 | 23.26% | 55.3 | 80.00% | +10.30% | -13.33% | +20.00% | 2.78% | 31:47 | 23:39 | 25:24 | 30:49 | 37:23 | 41:25 | 11:59 | 08:52 |
 | Force Staff | 15 | 34.88% | 52.6 | 73.33% | +1.90% | -23.33% | +26.67% | 6.85% | 29:37 | 18:47 | 25:40 | 27:56 | 32:58 | 47:51 | 07:18 | 05:24 |
 | Fluffy Hat | 15 | 34.88% | 50.0 | 73.33% | +1.90% | -23.33% | +1.67% | 4.76% | 29:11 | 18:47 | 25:40 | 27:56 | 30:55 | 47:51 | 05:15 | 03:53 |
 | Hurricane Pike | 14 | 32.56% | 47.4 | 71.43% | -0.98% | -21.43% | +28.57% | 6.80% | 30:42 | 21:14 | 26:44 | 28:11 | 34:05 | 47:52 | 07:21 | 05:26 |
 | Linken's Sphere | 9 | 20.93% | 44.7 | 77.78% | +7.19% | +22.22% | -27.78% | 0.00% | 31:04 | 23:42 | 24:32 | 30:52 | 35:06 | 38:54 | 10:34 | 07:49 |
 | Wraith Band | 9 | 20.93% | 42.1 | 77.78% | +7.19% | +22.22% | -27.78% | 0.00% | 02:03 | 00:04 | 01:12 | 01:54 | 02:41 | 04:24 | 01:29 | 01:05 |
 | Aghanim's Shard | 15 | 34.88% | 39.5 | 60.00% | -18.57% | +15.00% | +15.00% | 0.00% | 27:41 | 19:45 | 21:52 | 27:41 | 30:24 | 38:12 | 08:32 | 06:19 |
 | Refresher Orb | 3 | 6.98% | 36.8 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 45:01 | 41:44 | 41:44 | 45:51 | 47:28 | 47:28 | 05:44 | 04:14 |
 | Butterfly | 5 | 11.63% | 34.2 | 80.00% | +8.95% | +20.00% | -80.00% | 0.00% | 26:56 | 21:06 | 21:06 | 26:15 | 29:25 | 35:01 | 08:19 | 06:09 |
 | Sange and Yasha | 2 | 4.65% | 31.6 | 100.00% | +29.27% | 0.00% | 0.00% | 0.00% | 21:17 | 19:49 | 19:49 | 22:45 | 22:45 | 22:45 | 02:56 | 02:10 |
 | Sange | 2 | 4.65% | 28.9 | 100.00% | +29.27% | 0.00% | 0.00% | 0.00% | 20:49 | 19:17 | 19:17 | 22:21 | 22:21 | 22:21 | 03:04 | 02:16 |
 | Shadow Blade | 5 | 11.63% | 26.3 | 60.00% | -13.68% | +40.00% | -60.00% | 0.00% | 31:19 | 23:02 | 23:02 | 29:19 | 38:02 | 39:13 | 15:00 | 11:06 |
 | Silver Edge | 5 | 11.63% | 23.7 | 60.00% | -13.68% | +40.00% | -60.00% | 0.00% | 31:58 | 25:31 | 25:31 | 29:31 | 38:02 | 39:13 | 12:31 | 09:16 |
 | Aghanim's Scepter | 3 | 6.98% | 21.1 | 66.67% | -5.83% | +33.33% | 0.00% | 0.00% | 35:22 | 22:10 | 22:10 | 40:35 | 43:22 | 43:22 | 21:12 | 15:42 |
 | Aether Lens | 1 | 2.33% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.33% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.33% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Buckler | 2 | 4.65% | 10.5 | 50.00% | -23.17% | -50.00% | 0.00% | 0.00% | 27:25 | 22:43 | 22:43 | 32:07 | 32:07 | 32:07 | 09:24 | 06:57 |
 | Ring of Protection | 2 | 4.65% | 10.5 | 50.00% | -23.17% | -50.00% | 0.00% | 0.00% | 27:25 | 22:43 | 22:43 | 32:07 | 32:07 | 32:07 | 09:24 | 06:57 |
 | Assault Cuirass | 2 | 4.65% | 5.3 | 50.00% | -23.17% | -50.00% | 0.00% | 0.00% | 29:34 | 24:25 | 24:25 | 34:42 | 34:42 | 34:42 | 10:17 | 07:37 |
 | Aghanim's Blessing | 1 | 2.33% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 00:00 | 00:00 |