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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 | |
 | Mjollnir | 25 | 41.67% | 100.0 | 68.00% | +25.14% | -1.33% | -1.33% | 0.00% | 30:39 | 15:58 | 25:47 | 31:25 | 34:52 | 41:07 | 09:05 | 06:43 |
 | Linken's Sphere | 19 | 31.67% | 97.7 | 68.42% | +22.08% | +11.58% | -48.42% | -11.61% | 28:51 | 20:58 | 25:43 | 29:12 | 30:53 | 36:56 | 05:10 | 03:49 |
 | Maelstrom | 52 | 86.67% | 95.3 | 55.77% | +18.27% | +5.77% | -9.62% | -6.24% | 15:47 | 11:41 | 14:39 | 15:49 | 17:07 | 22:44 | 02:28 | 01:49 |
 | Eye of Skadi | 24 | 40.00% | 93.0 | 62.50% | +15.28% | +37.50% | -12.50% | -12.10% | 33:49 | 25:50 | 29:34 | 31:28 | 33:42 | 48:13 | 04:08 | 03:03 |
 | Wraith Band | 24 | 40.00% | 90.7 | 62.50% | +15.28% | +4.17% | +4.17% | 0.00% | 02:54 | -01:29 | 01:27 | 02:11 | 02:50 | 13:24 | 01:23 | 01:01 |
 | Javelin | 55 | 91.67% | 88.4 | 54.55% | +14.55% | -4.55% | -11.69% | -2.01% | 14:01 | 07:51 | 11:33 | 12:43 | 15:06 | 45:00 | 03:33 | 02:37 |
 | Boots of Speed | 60 | 100.00% | 86.0 | 53.33% | +53.33% | +6.67% | -6.66% | -6.56% | 04:56 | 01:37 | 03:55 | 04:57 | 05:57 | 07:50 | 02:02 | 01:30 |
 | Power Treads | 60 | 100.00% | 83.7 | 53.33% | +53.33% | +6.67% | +6.67% | 0.00% | 06:50 | 04:21 | 05:33 | 06:19 | 07:13 | 20:32 | 01:40 | 01:14 |
 | Morbid Mask | 43 | 71.67% | 81.4 | 55.81% | +8.75% | +16.92% | -19.45% | -21.61% | 08:05 | 03:01 | 07:22 | 07:49 | 09:03 | 14:25 | 01:41 | 01:14 |
 | Mask of Madness | 43 | 71.67% | 79.1 | 55.81% | +8.75% | +26.01% | -10.36% | -19.84% | 10:46 | 07:58 | 09:51 | 10:40 | 11:41 | 14:46 | 01:50 | 01:21 |
 | Magic Stick | 54 | 90.00% | 76.7 | 53.70% | +3.70% | -3.70% | -15.24% | -11.54% | 00:59 | -01:29 | -01:29 | -01:29 | 01:33 | 17:45 | 03:02 | 02:14 |
 | Quelling Blade | 59 | 98.33% | 74.4 | 52.54% | -47.46% | +0.79% | -12.54% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 01:49 | 00:00 | 00:00 |
 | Black King Bar | 42 | 70.00% | 72.1 | 54.76% | +4.76% | -9.31% | -24.76% | -5.12% | 23:28 | 18:08 | 21:20 | 22:49 | 24:21 | 36:27 | 03:01 | 02:14 |
 | Void Stone | 23 | 38.33% | 69.8 | 60.87% | +12.22% | +22.46% | -27.54% | -4.17% | 29:19 | 17:34 | 22:02 | 29:26 | 34:02 | 50:12 | 12:00 | 08:53 |
 | Ring of Health | 26 | 43.33% | 67.4 | 57.69% | +7.69% | +13.74% | -24.36% | -2.75% | 25:28 | 02:31 | 20:10 | 26:57 | 34:01 | 50:12 | 13:51 | 10:15 |
 | Aghanim's Shard | 38 | 63.33% | 65.1 | 52.63% | -1.92% | +7.37% | -8.19% | -1.72% | 27:32 | 15:39 | 23:08 | 27:07 | 32:11 | 48:14 | 09:03 | 06:42 |
 | Magic Wand | 47 | 78.33% | 62.8 | 46.81% | -30.11% | -5.14% | +3.19% | 0.80% | 07:55 | -01:29 | 02:40 | 05:58 | 13:07 | 25:23 | 10:27 | 07:44 |
 | Refresher Orb | 7 | 11.67% | 60.5 | 71.43% | +20.49% | +28.57% | +28.57% | 0.00% | 41:25 | 36:08 | 36:40 | 40:15 | 42:39 | 50:03 | 05:59 | 04:25 |
 | Yasha | 13 | 21.67% | 58.1 | 53.85% | +0.66% | +12.82% | +12.82% | 0.00% | 20:46 | 14:22 | 16:16 | 17:16 | 20:13 | 40:05 | 03:57 | 02:55 |
 | Helm of Iron Will | 2 | 3.33% | 55.8 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 36:23 | 35:57 | 35:57 | 36:49 | 36:49 | 36:49 | 00:52 | 00:38 |
 | Nullifier | 2 | 3.33% | 53.5 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 36:51 | 36:23 | 36:23 | 37:18 | 37:18 | 37:18 | 00:55 | 00:40 |
 | Orb of Venom | 7 | 11.67% | 51.2 | 57.14% | +4.31% | -7.14% | -57.14% | -10.75% | 04:20 | 00:58 | 01:15 | 02:09 | 05:54 | 10:17 | 04:39 | 03:26 |
 | Manta Style | 10 | 16.67% | 48.8 | 50.00% | -4.00% | +50.00% | -50.00% | -17.39% | 22:49 | 18:27 | 19:27 | 21:12 | 25:12 | 33:59 | 05:45 | 04:15 |
 | Diffusal Blade | 3 | 5.00% | 46.5 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 13:57 | 11:09 | 11:09 | 12:55 | 17:47 | 17:47 | 06:38 | 04:54 |
 | Sange | 3 | 5.00% | 44.2 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 29:37 | 27:34 | 27:34 | 27:38 | 33:39 | 33:39 | 06:05 | 04:30 |
 | Headdress | 1 | 1.67% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.67% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.67% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Satanic | 1 | 1.67% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.67% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.67% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.33% | 27.9 | 50.00% | -3.45% | +50.00% | 0.00% | 0.00% | 43:39 | 41:54 | 41:54 | 45:23 | 45:23 | 45:23 | 03:29 | 02:34 |
 | Hood of Defiance | 2 | 3.33% | 25.6 | 50.00% | -3.45% | -50.00% | 0.00% | 0.00% | 22:15 | 13:57 | 13:57 | 30:32 | 30:32 | 30:32 | 16:35 | 12:17 |
 | Hand of Midas | 2 | 3.33% | 23.3 | 50.00% | -3.45% | -50.00% | 0.00% | 0.00% | 12:15 | 10:43 | 10:43 | 13:46 | 13:46 | 13:46 | 03:03 | 02:15 |
 | Monkey King Bar | 3 | 5.00% | 20.9 | 33.33% | -21.06% | -33.33% | 0.00% | 0.00% | 34:31 | 28:53 | 28:53 | 29:28 | 45:12 | 45:12 | 16:19 | 12:05 |
 | Blight Stone | 3 | 5.00% | 18.6 | 33.33% | -21.06% | -33.33% | 0.00% | 0.00% | 10:25 | 08:25 | 08:25 | 11:03 | 11:46 | 11:46 | 03:21 | 02:28 |
 | Orb of Corrosion | 3 | 5.00% | 16.3 | 33.33% | -21.06% | -33.33% | 0.00% | 0.00% | 10:49 | 08:26 | 08:26 | 11:56 | 12:06 | 12:06 | 03:40 | 02:42 |
 | Fluffy Hat | 3 | 5.00% | 14.0 | 33.33% | -21.06% | -33.33% | 0.00% | 0.00% | 08:18 | 06:05 | 06:05 | 08:25 | 10:25 | 10:25 | 04:20 | 03:12 |
 | Butterfly | 1 | 1.67% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.67% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 00:00 | 00:00 |
 | Bracer | 1 | 1.67% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.67% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |