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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 | 44 | 16.73% | 100.0 | 68.18% | +30.28% | +4.55% | -4.54% | -0.96% | 35:30 | 18:23 | 30:15 | 36:19 | 39:45 | 48:48 | 09:30 | 07:02 |
 | Eye of Skadi | 42 | 15.97% | 97.9 | 66.67% | +28.21% | -3.03% | -6.67% | -0.40% | 37:51 | 25:34 | 32:46 | 36:47 | 41:47 | 56:16 | 09:01 | 06:40 |
 | Ring of Basilius | 38 | 14.45% | 95.7 | 65.79% | +26.68% | +4.21% | -21.35% | 0.00% | 08:16 | 01:48 | 07:02 | 07:59 | 10:04 | 12:56 | 03:02 | 02:14 |
 | Silver Edge | 131 | 49.81% | 93.6 | 53.44% | +20.86% | +10.20% | -17.08% | -4.07% | 34:38 | 22:46 | 30:33 | 33:58 | 37:15 | 52:31 | 06:42 | 04:57 |
 | Shadow Blade | 147 | 55.89% | 91.5 | 51.70% | +19.80% | +21.27% | -11.16% | -4.34% | 31:21 | 19:53 | 26:48 | 31:20 | 34:16 | 52:31 | 07:28 | 05:31 |
 | Linken's Sphere | 70 | 26.62% | 89.4 | 54.29% | +15.43% | +12.38% | -13.11% | -2.32% | 34:28 | 21:37 | 28:29 | 34:06 | 39:29 | 55:41 | 11:00 | 08:08 |
 | Crystalys | 159 | 60.46% | 87.2 | 49.69% | +17.00% | +5.31% | -12.19% | -2.21% | 32:53 | 20:11 | 28:39 | 32:00 | 36:34 | 52:33 | 07:55 | 05:51 |
 | Manta Style | 94 | 35.74% | 85.1 | 51.06% | +12.60% | +23.94% | -16.28% | -5.23% | 27:11 | 16:27 | 22:40 | 26:03 | 30:21 | 58:20 | 07:41 | 05:41 |
 | Black King Bar | 190 | 72.24% | 83.0 | 46.32% | +12.07% | +9.93% | -8.02% | -3.03% | 27:13 | 16:07 | 23:44 | 26:01 | 29:39 | 46:46 | 05:55 | 04:22 |
 | Hurricane Pike | 253 | 96.20% | 80.9 | 44.27% | +34.27% | +11.29% | -14.11% | -5.86% | 19:01 | 13:27 | 16:04 | 17:59 | 20:24 | 42:47 | 04:20 | 03:12 |
 | Force Staff | 253 | 96.20% | 78.7 | 44.27% | +34.27% | +8.11% | -10.94% | -4.13% | 18:19 | 12:23 | 15:12 | 17:22 | 19:49 | 42:42 | 04:37 | 03:25 |
 | Fluffy Hat | 256 | 97.34% | 76.6 | 44.14% | +44.14% | +7.42% | -12.89% | -3.98% | 15:33 | 01:47 | 12:57 | 14:58 | 18:03 | 42:41 | 05:06 | 03:46 |
 | Magic Wand | 179 | 68.06% | 74.5 | 44.69% | +5.40% | -0.25% | +4.20% | 0.91% | 06:31 | -01:29 | 03:31 | 06:16 | 08:25 | 21:41 | 04:54 | 03:37 |
 | Yasha | 106 | 40.30% | 72.3 | 47.17% | +7.04% | +4.68% | -12.55% | -1.93% | 21:58 | 11:19 | 16:28 | 21:14 | 25:25 | 43:04 | 08:57 | 06:37 |
 | Boots of Speed | 263 | 100.00% | 70.2 | 42.97% | +42.97% | -6.61% | -0.55% | 3.13% | 04:22 | 01:53 | 03:19 | 04:11 | 05:15 | 14:08 | 01:56 | 01:25 |
 | Power Treads | 263 | 100.00% | 68.1 | 42.97% | +42.97% | -0.55% | -6.61% | -3.25% | 07:23 | 03:59 | 06:15 | 07:04 | 08:07 | 16:07 | 01:52 | 01:22 |
 | Dragon Lance | 263 | 100.00% | 66.0 | 42.97% | +42.97% | +11.58% | -14.18% | -12.67% | 12:19 | 09:03 | 11:05 | 12:01 | 13:07 | 21:13 | 02:02 | 01:30 |
 | Wraith Band | 237 | 90.11% | 63.8 | 43.04% | +0.73% | -0.67% | -9.14% | -8.47% | 02:38 | -01:29 | 01:42 | 02:10 | 02:40 | 24:49 | 00:58 | 00:42 |
 | Magic Stick | 182 | 69.20% | 61.7 | 43.96% | +3.22% | +12.56% | +2.71% | -9.85% | 01:15 | -01:30 | -01:29 | -01:28 | 02:18 | 20:00 | 03:47 | 02:48 |
 | Morbid Mask | 11 | 4.18% | 59.6 | 72.73% | +31.06% | -6.06% | -6.06% | 0.00% | 40:28 | 31:30 | 34:35 | 38:36 | 40:44 | 53:12 | 06:09 | 04:33 |
 | Cornucopia | 11 | 4.18% | 57.4 | 72.73% | +31.06% | -39.40% | -6.06% | 0.00% | 27:40 | 18:25 | 23:25 | 28:06 | 29:26 | 33:30 | 06:01 | 04:27 |
 | Void Stone | 64 | 24.33% | 55.3 | 48.44% | +7.23% | +20.31% | +1.56% | -1.61% | 34:46 | 11:57 | 27:52 | 34:31 | 39:32 | 57:06 | 11:40 | 08:38 |
 | Ring of Health | 64 | 24.33% | 53.2 | 48.44% | +7.23% | +20.31% | +1.56% | -1.73% | 34:35 | 07:40 | 28:14 | 34:30 | 39:06 | 57:06 | 10:52 | 08:02 |
 | Moon Shard | 12 | 4.56% | 51.1 | 66.67% | +24.84% | 0.00% | 0.00% | 0.00% | 56:48 | 42:36 | 50:21 | 55:25 | 59:29 | 1:09:45 | 09:08 | 06:45 |
 | Satanic | 10 | 3.80% | 48.9 | 70.00% | +28.10% | -3.33% | -20.00% | 0.00% | 40:44 | 33:26 | 34:54 | 39:32 | 43:44 | 50:43 | 08:50 | 06:32 |
 | Quelling Blade | 102 | 38.78% | 46.8 | 42.16% | -1.32% | -3.70% | -6.16% | 0.00% | -00:57 | -01:30 | -01:29 | -01:29 | -01:29 | 14:44 | 00:00 | 00:00 |
 | Aghanim's Shard | 214 | 81.37% | 44.7 | 38.79% | -22.43% | +13.06% | -8.60% | -5.58% | 19:34 | 15:00 | 16:15 | 17:52 | 20:08 | 53:34 | 03:53 | 02:52 |
 | Blink Dagger | 47 | 17.87% | 42.6 | 46.81% | +4.68% | -5.14% | -21.81% | -1.09% | 40:14 | 25:08 | 32:47 | 37:40 | 48:01 | 60:19 | 15:14 | 11:17 |
 | Swift Blink | 27 | 10.27% | 40.4 | 48.15% | +5.78% | +8.99% | -33.86% | 0.00% | 47:41 | 39:08 | 42:13 | 46:42 | 51:45 | 1:01:20 | 09:32 | 07:03 |
 | Daedalus | 28 | 10.65% | 38.3 | 46.43% | +3.88% | +25.00% | -3.57% | 0.00% | 39:12 | 29:53 | 33:50 | 39:58 | 41:02 | 54:01 | 07:12 | 05:20 |
 | Falcon Blade | 28 | 10.65% | 36.2 | 46.43% | +3.88% | -3.57% | -17.86% | 0.00% | 08:04 | 03:30 | 06:23 | 08:19 | 09:25 | 12:45 | 03:02 | 02:14 |
 | Aghanim's Scepter | 28 | 10.65% | 34.0 | 46.43% | +3.88% | +25.00% | -3.57% | 0.00% | 27:50 | 15:59 | 20:31 | 24:10 | 29:56 | 56:02 | 09:25 | 06:58 |
 | Aghanim's Blessing | 5 | 1.90% | 31.9 | 80.00% | +37.75% | +20.00% | +20.00% | 0.00% | 50:15 | 43:38 | 43:38 | 50:30 | 54:05 | 56:02 | 10:27 | 07:44 |
 | Boots of Travel 2 | 4 | 1.52% | 29.8 | 75.00% | +32.53% | +25.00% | +25.00% | 0.00% | 56:21 | 53:24 | 53:24 | 53:33 | 58:53 | 59:34 | 05:29 | 04:03 |
 | Wind Lace | 37 | 14.07% | 27.7 | 32.43% | -12.26% | +0.90% | -10.21% | 0.00% | 09:26 | 01:58 | 06:11 | 07:32 | 11:50 | 27:35 | 05:39 | 04:11 |
 | Hand of Midas | 14 | 5.32% | 25.5 | 28.57% | -15.21% | -3.57% | +4.76% | 0.00% | 11:37 | 07:59 | 10:50 | 11:25 | 13:01 | 13:49 | 02:11 | 01:37 |
 | Refresher Orb | 4 | 1.52% | 23.4 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 53:31 | 45:41 | 45:41 | 53:04 | 57:06 | 58:12 | 11:25 | 08:27 |
 | Bottle | 1 | 0.38% | 21.3 | 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 |
 | Scythe of Vyse | 1 | 0.38% | 19.1 | 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 |
 | Mjollnir | 2 | 0.76% | 17.0 | 50.00% | +7.09% | +50.00% | 0.00% | 0.00% | 42:04 | 37:51 | 37:51 | 46:17 | 46:17 | 46:17 | 08:26 | 06:14 |
 | Maelstrom | 3 | 1.14% | 14.9 | 33.33% | -9.75% | +66.67% | 0.00% | 0.00% | 40:27 | 35:28 | 35:28 | 40:01 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Javelin | 4 | 1.52% | 12.8 | 25.00% | -18.24% | +75.00% | -25.00% | 0.00% | 39:42 | 35:28 | 35:28 | 37:26 | 40:01 | 45:51 | 04:33 | 03:22 |
 | Aeon Disk | 4 | 1.52% | 10.6 | 25.00% | -18.24% | -25.00% | -25.00% | 0.00% | 51:26 | 39:51 | 39:51 | 51:41 | 57:02 | 57:09 | 17:11 | 12:43 |
 | Divine Rapier | 4 | 1.52% | 8.5 | 25.00% | -18.24% | -25.00% | +75.00% | 0.00% | 60:04 | 50:38 | 50:38 | 55:49 | 1:06:40 | 1:07:08 | 16:02 | 11:52 |
 | Blight Stone | 1 | 0.38% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.38% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Desolator | 1 | 0.38% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |