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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 | |
 | Butterfly | 43 | 19.91% | 100.0 | 67.44% | +31.02% | +5.29% | -3.80% | -0.93% | 37:02 | 18:23 | 31:46 | 38:33 | 41:33 | 59:46 | 09:47 | 07:14 |
 | Shadow Blade | 123 | 56.94% | 98.0 | 51.22% | +20.04% | +16.52% | -2.83% | -2.70% | 31:24 | 20:37 | 27:11 | 31:20 | 34:21 | 49:00 | 07:10 | 05:18 |
 | Silver Edge | 107 | 49.54% | 96.0 | 51.40% | +17.46% | +0.45% | -10.66% | -1.26% | 35:00 | 25:12 | 30:33 | 34:20 | 39:24 | 49:00 | 08:51 | 06:33 |
 | Black King Bar | 152 | 70.37% | 94.0 | 48.03% | +18.34% | +9.86% | -13.82% | -4.04% | 27:07 | 16:07 | 23:39 | 25:41 | 29:31 | 46:46 | 05:52 | 04:20 |
 | Linken's Sphere | 67 | 31.02% | 92.0 | 52.24% | +13.98% | +6.58% | -11.06% | -2.00% | 35:35 | 21:52 | 30:22 | 34:31 | 39:12 | 56:28 | 08:50 | 06:32 |
 | Manta Style | 74 | 34.26% | 90.0 | 50.00% | +11.27% | +39.47% | -11.11% | -7.35% | 28:03 | 17:41 | 24:07 | 26:45 | 31:00 | 58:20 | 06:53 | 05:05 |
 | Magic Wand | 144 | 66.67% | 88.0 | 45.83% | +9.72% | -4.16% | +15.28% | 3.51% | 05:54 | -01:29 | 02:47 | 05:28 | 08:19 | 20:22 | 05:32 | 04:05 |
 | Satanic | 11 | 5.09% | 86.0 | 72.73% | +31.75% | +27.27% | -6.06% | 0.00% | 39:58 | 32:44 | 33:44 | 40:54 | 43:01 | 56:02 | 09:17 | 06:52 |
 | Morbid Mask | 13 | 6.02% | 84.0 | 69.23% | +28.34% | +30.77% | -2.56% | 0.00% | 38:50 | 24:46 | 33:00 | 38:14 | 40:58 | 55:49 | 07:58 | 05:54 |
 | Crystalys | 135 | 62.50% | 82.0 | 45.19% | +6.92% | -1.07% | -9.90% | -1.11% | 33:29 | 20:11 | 28:50 | 33:16 | 36:48 | 52:33 | 07:58 | 05:54 |
 | Fluffy Hat | 209 | 96.76% | 80.0 | 43.06% | +14.49% | +8.86% | -12.29% | -4.15% | 15:49 | 01:47 | 13:07 | 15:18 | 18:13 | 39:17 | 05:06 | 03:46 |
 | Dragon Lance | 215 | 99.54% | 78.0 | 42.79% | +42.79% | +10.91% | -13.16% | -10.78% | 12:28 | 09:03 | 11:11 | 12:08 | 13:25 | 19:37 | 02:14 | 01:39 |
 | Hurricane Pike | 205 | 94.91% | 76.0 | 42.93% | +6.57% | +13.93% | -3.71% | -3.66% | 19:19 | 13:34 | 16:12 | 18:06 | 21:01 | 39:45 | 04:49 | 03:34 |
 | Force Staff | 205 | 94.91% | 74.0 | 42.93% | +6.57% | +11.97% | -7.64% | -4.07% | 18:38 | 12:39 | 15:35 | 17:17 | 20:24 | 39:17 | 04:49 | 03:34 |
 | Falcon Blade | 26 | 12.04% | 72.0 | 57.69% | +17.16% | -14.83% | -7.69% | 2.89% | 07:34 | 03:30 | 06:23 | 08:19 | 08:51 | 10:02 | 02:28 | 01:49 |
 | Power Treads | 216 | 100.00% | 70.0 | 42.59% | +42.59% | -1.85% | -12.96% | -5.80% | 07:25 | 03:59 | 06:20 | 07:10 | 08:15 | 13:31 | 01:55 | 01:25 |
 | Boots of Speed | 216 | 100.00% | 68.0 | 42.59% | +42.59% | -1.85% | -3.70% | -1.06% | 04:24 | 01:42 | 03:21 | 04:25 | 05:06 | 10:20 | 01:45 | 01:17 |
 | Yasha | 83 | 38.43% | 66.0 | 46.99% | +7.14% | +19.68% | -13.66% | -3.82% | 21:23 | 10:05 | 16:21 | 21:00 | 25:05 | 45:34 | 08:44 | 06:28 |
 | Magic Stick | 151 | 69.91% | 64.0 | 43.71% | +3.71% | -1.60% | -9.50% | -7.90% | 00:54 | -01:30 | -01:29 | -01:29 | 01:50 | 20:00 | 03:19 | 02:27 |
 | Void Stone | 59 | 27.31% | 62.0 | 49.15% | +9.02% | -2.48% | -9.15% | -0.72% | 35:39 | 19:49 | 29:34 | 34:35 | 38:51 | 57:06 | 09:17 | 06:52 |
 | Wraith Band | 187 | 86.57% | 60.0 | 42.25% | -2.58% | +2.43% | +6.69% | 4.26% | 02:41 | 00:28 | 01:56 | 02:17 | 02:47 | 21:36 | 00:51 | 00:37 |
 | Ring of Health | 60 | 27.78% | 58.0 | 48.33% | +7.95% | -1.66% | -8.33% | -0.67% | 35:17 | 07:40 | 28:51 | 34:30 | 38:46 | 57:06 | 09:55 | 07:20 |
 | Ring of Basilius | 37 | 17.13% | 56.0 | 51.35% | +10.57% | -6.91% | -18.02% | -2.57% | 08:05 | 02:28 | 05:47 | 07:38 | 10:06 | 13:10 | 04:19 | 03:11 |
 | Aghanim's Shard | 166 | 76.85% | 54.0 | 39.16% | -14.84% | +1.32% | -12.33% | -3.47% | 20:09 | 15:00 | 16:19 | 17:52 | 20:15 | 58:44 | 03:56 | 02:54 |
 | Quelling Blade | 85 | 39.35% | 52.0 | 42.35% | -0.40% | +5.27% | -9.02% | 0.00% | -01:01 | -01:30 | -01:29 | -01:29 | -01:29 | 11:47 | 00:00 | 00:00 |
 | Swift Blink | 22 | 10.19% | 50.0 | 54.55% | +13.31% | +12.12% | -54.55% | 0.00% | 48:04 | 40:25 | 43:28 | 48:26 | 51:18 | 1:01:20 | 07:50 | 05:48 |
 | Blink Dagger | 35 | 16.20% | 48.0 | 48.57% | +7.13% | -4.13% | -26.35% | -1.61% | 42:13 | 24:12 | 35:50 | 40:55 | 49:38 | 60:19 | 13:48 | 10:13 |
 | Moon Shard | 11 | 5.09% | 46.0 | 63.64% | +22.18% | +3.03% | +3.03% | 0.00% | 57:56 | 42:36 | 53:54 | 57:00 | 1:03:07 | 1:09:45 | 09:13 | 06:49 |
 | Cornucopia | 9 | 4.17% | 44.0 | 66.67% | +25.12% | -16.67% | -16.67% | 0.00% | 31:38 | 23:25 | 25:39 | 32:11 | 33:30 | 45:18 | 07:51 | 05:48 |
 | Eye of Skadi | 22 | 10.19% | 42.0 | 50.00% | +8.25% | 0.00% | +10.00% | 0.00% | 39:22 | 31:59 | 34:54 | 36:51 | 41:53 | 56:16 | 06:59 | 05:10 |
 | Aghanim's Scepter | 33 | 15.28% | 40.0 | 42.42% | -0.20% | -4.92% | +7.58% | 2.04% | 23:46 | 16:02 | 18:48 | 21:50 | 24:55 | 54:05 | 06:07 | 04:31 |
 | Daedalus | 23 | 10.65% | 38.0 | 43.48% | +0.99% | +23.19% | -10.15% | 0.00% | 39:32 | 29:53 | 33:50 | 36:57 | 43:13 | 54:01 | 09:23 | 06:57 |
 | Aghanim's Blessing | 5 | 2.31% | 36.0 | 60.00% | +17.82% | +40.00% | +40.00% | 0.00% | 48:51 | 43:38 | 43:38 | 49:06 | 50:30 | 54:05 | 06:52 | 05:05 |
 | Javelin | 5 | 2.31% | 34.0 | 60.00% | +17.82% | +40.00% | -60.00% | 0.00% | 39:32 | 35:28 | 35:28 | 37:26 | 42:05 | 45:51 | 06:37 | 04:54 |
 | Wind Lace | 24 | 11.11% | 32.0 | 29.17% | -15.10% | +4.16% | +4.16% | 0.00% | 09:07 | 01:58 | 06:34 | 07:32 | 10:00 | 27:35 | 03:26 | 02:32 |
 | Monkey King Bar | 3 | 1.39% | 30.0 | 66.67% | +24.42% | +33.33% | 0.00% | 0.00% | 39:06 | 37:18 | 37:18 | 37:28 | 42:31 | 42:31 | 05:13 | 03:51 |
 | Desolator | 1 | 0.46% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.46% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Sange | 1 | 0.46% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.46% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.46% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Bottle | 1 | 0.46% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.46% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 0.93% | 14.0 | 50.00% | +7.48% | +50.00% | 0.00% | 0.00% | 56:09 | 53:24 | 53:24 | 58:53 | 58:53 | 58:53 | 05:29 | 04:03 |
 | Maelstrom | 2 | 0.93% | 12.0 | 50.00% | +7.48% | +50.00% | 0.00% | 0.00% | 40:40 | 35:28 | 35:28 | 45:51 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Refresher Orb | 2 | 0.93% | 10.0 | 50.00% | +7.48% | -50.00% | 0.00% | 0.00% | 55:05 | 53:04 | 53:04 | 57:06 | 57:06 | 57:06 | 04:02 | 02:59 |
 | Mjollnir | 2 | 0.93% | 8.0 | 50.00% | +7.48% | +50.00% | 0.00% | 0.00% | 42:04 | 37:51 | 37:51 | 46:17 | 46:17 | 46:17 | 08:26 | 06:14 |
 | Aeon Disk | 3 | 1.39% | 6.0 | 33.33% | -9.39% | -33.33% | 0.00% | 0.00% | 51:21 | 39:51 | 39:51 | 57:02 | 57:09 | 57:09 | 17:18 | 12:48 |
 | Hand of Midas | 15 | 6.94% | 4.0 | 13.33% | -31.45% | +11.67% | +11.67% | 0.00% | 11:47 | 07:59 | 10:31 | 11:32 | 13:15 | 14:13 | 02:44 | 02:01 |
 | Divine Rapier | 3 | 1.39% | 2.0 | 0.00% | -43.19% | 0.00% | 0.00% | 0.00% | 52:10 | 50:02 | 50:02 | 50:38 | 55:49 | 55:49 | 05:47 | 04:17 |