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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 | |
 | Scythe of Vyse | 4 | 7.27% | 100.0 | 100.00% | +49.02% | 0.00% | 0.00% | 0.00% | 27:38 | 23:00 | 23:00 | 26:51 | 29:31 | 31:09 | 06:31 | 04:49 |
 | Null Talisman | 52 | 94.55% | 97.9 | 55.77% | +22.44% | +13.46% | -1.92% | -15.38% | 04:02 | 02:09 | 03:11 | 03:42 | 04:09 | 11:24 | 00:58 | 00:42 |
 | Void Stone | 20 | 36.36% | 95.7 | 65.00% | +16.43% | -5.00% | -25.00% | -1.53% | 30:00 | 13:39 | 21:40 | 29:27 | 34:45 | 48:20 | 13:05 | 09:41 |
 | Boots of Speed | 55 | 100.00% | 93.6 | 54.55% | +54.55% | -11.69% | +9.74% | 15.87% | 05:39 | 03:21 | 04:58 | 05:37 | 06:19 | 07:33 | 01:21 | 01:00 |
 | Black King Bar | 51 | 92.73% | 91.5 | 54.90% | +4.90% | +6.64% | +6.64% | 0.00% | 16:58 | 11:46 | 15:02 | 16:31 | 17:26 | 38:41 | 02:24 | 01:46 |
 | Morbid Mask | 17 | 30.91% | 89.4 | 64.71% | +14.71% | +10.29% | -14.71% | -2.67% | 32:36 | 23:25 | 27:26 | 33:11 | 36:47 | 41:40 | 09:21 | 06:55 |
 | Bottle | 52 | 94.55% | 87.2 | 51.92% | -48.08% | +25.00% | +1.93% | -23.07% | 01:25 | 00:50 | 01:11 | 01:21 | 01:39 | 02:04 | 00:28 | 00:20 |
 | Silver Edge | 24 | 43.64% | 85.1 | 58.33% | +6.72% | -25.00% | -8.33% | 3.46% | 26:39 | 21:32 | 24:10 | 25:52 | 28:59 | 32:53 | 04:49 | 03:34 |
 | Javelin | 14 | 25.45% | 83.0 | 64.29% | +13.07% | +35.71% | -30.96% | -9.64% | 32:18 | 25:06 | 28:13 | 30:22 | 35:08 | 46:11 | 06:55 | 05:07 |
 | Shadow Blade | 32 | 58.18% | 80.9 | 53.13% | -3.39% | -3.13% | -3.13% | 0.00% | 22:26 | 14:13 | 19:03 | 22:07 | 24:42 | 30:41 | 05:39 | 04:11 |
 | Crystalys | 33 | 60.00% | 78.7 | 51.52% | -7.57% | -14.02% | -1.52% | 1.79% | 25:36 | 18:57 | 21:00 | 23:55 | 28:00 | 1:03:14 | 07:00 | 05:11 |
 | Blink Dagger | 13 | 23.64% | 76.6 | 61.54% | +9.16% | -28.21% | +5.13% | 4.48% | 25:09 | 18:05 | 21:13 | 25:57 | 28:40 | 29:57 | 07:27 | 05:31 |
 | Monkey King Bar | 13 | 23.64% | 74.5 | 61.54% | +9.16% | +38.46% | -28.21% | -11.87% | 32:44 | 26:43 | 28:51 | 31:06 | 34:28 | 46:53 | 05:37 | 04:09 |
 | Arcane Boots | 3 | 5.45% | 72.3 | 100.00% | +48.08% | 0.00% | 0.00% | 0.00% | 14:25 | 10:22 | 10:22 | 13:12 | 19:41 | 19:41 | 09:19 | 06:54 |
 | Magic Stick | 30 | 54.55% | 70.2 | 50.00% | -10.00% | +12.50% | -7.14% | -4.21% | 05:23 | -01:29 | 02:15 | 03:36 | 06:55 | 19:43 | 04:40 | 03:27 |
 | Satanic | 14 | 25.45% | 68.1 | 57.14% | +3.48% | +17.86% | -23.81% | -8.90% | 32:22 | 25:44 | 29:33 | 30:44 | 34:14 | 42:04 | 04:41 | 03:28 |
 | Magic Wand | 27 | 49.09% | 66.0 | 48.15% | -12.56% | -5.29% | -5.29% | 0.00% | 07:20 | 02:44 | 04:29 | 06:35 | 08:49 | 20:08 | 04:20 | 03:12 |
 | Ring of Protection | 19 | 34.55% | 63.8 | 47.37% | -10.96% | -47.37% | -7.37% | 13.71% | 12:35 | 02:13 | 04:09 | 04:57 | 07:04 | 49:34 | 02:55 | 02:09 |
 | Soul Ring | 14 | 25.45% | 61.7 | 50.00% | -6.10% | -25.00% | +16.67% | 19.53% | 05:11 | 03:51 | 04:24 | 04:49 | 06:32 | 07:04 | 02:08 | 01:34 |
 | Ring of Health | 14 | 25.45% | 59.6 | 50.00% | -6.10% | 0.00% | +16.67% | 0.99% | 32:28 | 20:38 | 21:58 | 31:27 | 38:46 | 48:20 | 16:48 | 12:26 |
 | Assault Cuirass | 6 | 10.91% | 57.4 | 66.67% | +13.61% | +33.33% | +33.33% | 0.00% | 32:54 | 22:29 | 24:58 | 33:05 | 37:03 | 43:42 | 12:05 | 08:57 |
 | Eye of Skadi | 9 | 16.36% | 55.3 | 55.56% | +1.21% | +44.44% | -5.56% | -12.77% | 26:57 | 21:37 | 23:48 | 26:10 | 27:43 | 33:31 | 03:55 | 02:54 |
 | Linken's Sphere | 12 | 21.82% | 53.2 | 50.00% | -5.81% | +16.67% | -16.67% | -3.09% | 31:21 | 22:01 | 24:28 | 31:17 | 35:16 | 42:18 | 10:48 | 08:00 |
 | Shiva's Guard | 4 | 7.27% | 51.1 | 75.00% | +22.06% | -75.00% | +25.00% | 0.00% | 32:02 | 24:41 | 24:41 | 29:17 | 31:17 | 42:53 | 06:36 | 04:53 |
 | Force Staff | 4 | 7.27% | 48.9 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 32:00 | 16:53 | 16:53 | 21:01 | 34:30 | 55:35 | 17:37 | 13:02 |
 | Fluffy Hat | 4 | 7.27% | 46.8 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 28:06 | 10:14 | 10:14 | 12:05 | 34:30 | 55:35 | 24:16 | 17:58 |
 | Buckler | 7 | 12.73% | 44.7 | 57.14% | +2.97% | +42.86% | -7.14% | -4.20% | 35:00 | 22:21 | 24:35 | 36:04 | 36:30 | 49:35 | 11:55 | 08:49 |
 | Wind Lace | 5 | 9.09% | 42.6 | 60.00% | +6.00% | +40.00% | +40.00% | 0.00% | 07:37 | 04:35 | 04:35 | 07:37 | 08:48 | 10:48 | 04:13 | 03:07 |
 | Hurricane Pike | 3 | 5.45% | 40.4 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 53:38 | 36:10 | 36:10 | 55:35 | 1:09:09 | 1:09:09 | 32:59 | 24:25 |
 | Daedalus | 7 | 12.73% | 38.3 | 42.86% | -13.39% | -42.86% | +7.14% | 6.74% | 34:45 | 22:03 | 24:08 | 31:29 | 31:33 | 1:03:28 | 07:25 | 05:29 |
 | Aghanim's Shard | 1 | 1.82% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.82% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.82% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.82% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.82% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.82% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.82% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.82% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.82% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.82% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Dragon Lance | 6 | 10.91% | 14.9 | 33.33% | -23.81% | -33.33% | +66.67% | 0.00% | 42:57 | 20:22 | 34:18 | 35:50 | 55:35 | 1:09:09 | 21:17 | 15:45 |
 | Refresher Orb | 2 | 3.64% | 12.8 | 50.00% | -4.72% | -50.00% | 0.00% | 0.00% | 46:32 | 43:17 | 43:17 | 49:46 | 49:46 | 49:46 | 06:29 | 04:48 |
 | Aeon Disk | 2 | 3.64% | 10.6 | 50.00% | -4.72% | -50.00% | 0.00% | 0.00% | 43:52 | 34:36 | 34:36 | 53:08 | 53:08 | 53:08 | 18:32 | 13:43 |
 | Sange | 1 | 1.82% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.82% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Kaya | 1 | 1.82% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.82% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |