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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 | |
 | Black King Bar | 13 | 12.50% | 100.0 | 84.62% | +38.47% | -17.95% | -17.95% | 0.00% | 26:04 | 20:52 | 22:23 | 24:19 | 28:50 | 36:24 | 06:27 | 04:46 |
 | Witch Blade | 82 | 78.85% | 98.0 | 56.10% | +24.28% | +15.33% | -1.10% | -6.75% | 13:06 | 10:20 | 11:43 | 12:33 | 14:09 | 18:44 | 02:26 | 01:48 |
 | Chainmail | 82 | 78.85% | 96.1 | 56.10% | +24.28% | -8.48% | -6.10% | 1.03% | 11:20 | 06:28 | 10:05 | 11:00 | 12:23 | 16:13 | 02:18 | 01:42 |
 | Sange | 15 | 14.42% | 94.1 | 73.33% | +26.14% | +1.67% | +1.67% | 0.00% | 24:11 | 13:34 | 20:32 | 24:56 | 26:35 | 36:24 | 06:03 | 04:28 |
 | Kaya and Sange | 14 | 13.46% | 92.2 | 71.43% | +23.65% | -21.43% | +28.57% | 20.27% | 26:44 | 19:24 | 24:37 | 25:59 | 27:05 | 39:13 | 02:28 | 01:49 |
 | Blink Dagger | 101 | 97.12% | 90.2 | 51.49% | +18.16% | +12.51% | +4.51% | -1.63% | 18:26 | 10:50 | 15:46 | 17:45 | 20:40 | 28:06 | 04:54 | 03:37 |
 | Boots of Speed | 104 | 100.00% | 88.2 | 50.96% | +50.96% | +2.89% | +2.89% | 0.00% | 05:28 | 01:10 | 04:37 | 05:28 | 06:14 | 09:47 | 01:37 | 01:11 |
 | Null Talisman | 101 | 97.12% | 86.3 | 50.50% | -16.17% | +21.50% | +1.50% | -20.00% | 03:48 | -00:20 | 03:15 | 03:41 | 04:11 | 07:20 | 00:56 | 00:41 |
 | Bottle | 101 | 97.12% | 84.3 | 50.50% | -16.17% | +9.50% | -14.50% | -24.00% | 01:49 | 00:56 | 01:27 | 01:46 | 02:03 | 04:34 | 00:36 | 00:26 |
 | Magic Stick | 73 | 70.19% | 82.4 | 52.05% | +3.66% | +20.17% | -13.16% | -9.48% | 05:19 | -01:29 | 03:08 | 04:42 | 06:39 | 18:42 | 03:31 | 02:36 |
 | Aghanim's Scepter | 45 | 43.27% | 80.4 | 55.56% | +8.10% | +17.17% | -10.11% | -3.49% | 31:17 | 20:30 | 27:03 | 31:37 | 34:52 | 41:44 | 07:49 | 05:47 |
 | Magic Wand | 72 | 69.23% | 78.4 | 51.39% | +1.39% | -12.50% | -12.50% | 0.00% | 07:05 | 02:48 | 04:48 | 06:18 | 08:52 | 18:42 | 04:04 | 03:00 |
 | Power Treads | 35 | 33.65% | 76.5 | 54.29% | +5.01% | +1.27% | +12.38% | 1.83% | 10:49 | 06:53 | 08:09 | 09:16 | 14:13 | 19:11 | 06:04 | 04:29 |
 | Kaya | 20 | 19.23% | 74.5 | 60.00% | +11.19% | 0.00% | +20.00% | 5.61% | 26:04 | 19:24 | 23:17 | 25:02 | 26:51 | 38:47 | 03:34 | 02:38 |
 | Void Stone | 44 | 42.31% | 72.5 | 50.00% | -1.67% | -4.55% | -13.64% | -0.82% | 25:28 | 11:19 | 19:02 | 23:16 | 30:06 | 49:29 | 11:04 | 08:11 |
 | Ring of Health | 31 | 29.81% | 70.6 | 51.61% | +0.93% | -1.61% | -26.61% | -3.24% | 28:41 | 19:08 | 23:16 | 28:42 | 30:59 | 49:29 | 07:43 | 05:42 |
 | Linken's Sphere | 27 | 25.96% | 68.6 | 51.85% | +1.20% | +33.86% | -23.28% | -9.88% | 28:21 | 20:54 | 24:48 | 27:11 | 30:35 | 43:10 | 05:47 | 04:17 |
 | Aeon Disk | 18 | 17.31% | 66.7 | 55.56% | +5.56% | -15.56% | +19.44% | 2.55% | 32:07 | 19:34 | 23:34 | 31:18 | 37:18 | 53:28 | 13:44 | 10:10 |
 | Dagon (level 3) | 11 | 10.58% | 64.7 | 63.64% | +14.18% | +3.03% | +3.03% | 0.00% | 32:45 | 27:29 | 29:02 | 31:50 | 34:27 | 46:13 | 05:25 | 04:00 |
 | Refresher Orb | 3 | 2.88% | 62.7 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 44:13 | 31:14 | 31:14 | 49:30 | 51:54 | 51:54 | 20:40 | 15:18 |
 | Wind Lace | 17 | 16.35% | 60.8 | 52.94% | +2.37% | +22.06% | -2.94% | -3.09% | 18:16 | 07:22 | 12:24 | 18:37 | 20:29 | 38:21 | 08:05 | 05:59 |
 | Dagon (level 4) | 8 | 7.69% | 58.8 | 62.50% | +12.50% | +37.50% | -12.50% | 0.00% | 36:19 | 31:20 | 31:27 | 32:43 | 36:37 | 46:13 | 05:10 | 03:49 |
 | Ethereal Blade | 9 | 8.65% | 56.9 | 55.56% | +5.03% | -5.56% | -5.56% | 0.00% | 30:04 | 17:36 | 19:11 | 30:41 | 36:13 | 40:01 | 17:02 | 12:37 |
 | Dagon (level 2) | 15 | 14.42% | 54.9 | 46.67% | -5.02% | +3.33% | -21.67% | -4.18% | 29:35 | 22:15 | 25:57 | 28:17 | 31:56 | 48:00 | 05:59 | 04:25 |
 | Eul's Scepter of Divinity | 15 | 14.42% | 52.9 | 46.67% | -5.02% | +28.33% | -21.67% | -14.56% | 20:18 | 13:50 | 16:56 | 19:45 | 20:22 | 38:55 | 03:26 | 02:32 |
 | Crown | 19 | 18.27% | 51.0 | 42.11% | -10.83% | -22.11% | -2.11% | 1.88% | 22:49 | 07:10 | 15:20 | 23:07 | 25:59 | 46:59 | 10:39 | 07:53 |
 | Dagon | 16 | 15.38% | 49.0 | 43.75% | -8.52% | -18.75% | +6.25% | 2.56% | 27:07 | 17:55 | 21:09 | 25:45 | 30:56 | 47:00 | 09:47 | 07:14 |
 | Dagon (level 5) | 7 | 6.73% | 47.1 | 57.14% | +6.62% | +42.86% | -57.14% | 0.00% | 36:06 | 31:27 | 32:52 | 34:07 | 36:37 | 45:38 | 03:45 | 02:46 |
 | Urn of Shadows | 5 | 4.81% | 45.1 | 60.00% | +9.49% | +40.00% | +40.00% | 0.00% | 09:10 | 05:06 | 05:06 | 06:33 | 13:09 | 15:03 | 08:03 | 05:57 |
 | Ring of Protection | 5 | 4.81% | 43.1 | 60.00% | +9.49% | +40.00% | +40.00% | 0.00% | 08:07 | 04:17 | 04:17 | 05:37 | 12:29 | 13:38 | 08:12 | 06:04 |
 | Ghost Scepter | 12 | 11.54% | 41.2 | 41.67% | -10.50% | -8.34% | -8.34% | 0.00% | 26:17 | 12:49 | 22:12 | 24:26 | 29:47 | 40:00 | 07:35 | 05:37 |
 | Octarine Core | 3 | 2.88% | 39.2 | 66.67% | +16.17% | +33.33% | 0.00% | 0.00% | 42:58 | 40:24 | 40:24 | 41:57 | 46:32 | 46:32 | 06:08 | 04:32 |
 | Aether Lens | 3 | 2.88% | 37.3 | 66.67% | +16.17% | +33.33% | 0.00% | 0.00% | 41:42 | 38:28 | 38:28 | 40:09 | 46:28 | 46:28 | 08:00 | 05:55 |
 | Blight Stone | 8 | 7.69% | 35.3 | 37.50% | -14.58% | -37.50% | +12.50% | 0.00% | 27:10 | 18:56 | 24:42 | 26:30 | 29:34 | 33:42 | 04:52 | 03:36 |
 | Desolator | 8 | 7.69% | 33.3 | 37.50% | -14.58% | -37.50% | +12.50% | 0.00% | 27:48 | 23:21 | 24:42 | 26:45 | 29:34 | 33:42 | 04:52 | 03:36 |
 | Tranquil Boots | 1 | 0.96% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.96% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.96% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 4.81% | 25.5 | 40.00% | -11.52% | +60.00% | -40.00% | 0.00% | 22:52 | 15:05 | 15:05 | 21:07 | 22:07 | 39:41 | 07:02 | 05:12 |
 | Spirit Vessel | 2 | 1.92% | 23.5 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 15:19 | 12:25 | 12:25 | 18:12 | 18:12 | 18:12 | 05:47 | 04:17 |
 | Aghanim's Blessing | 2 | 1.92% | 21.6 | 50.00% | -0.98% | -50.00% | 0.00% | 0.00% | 48:26 | 46:32 | 46:32 | 50:20 | 50:20 | 50:20 | 03:48 | 02:48 |
 | Daedalus | 2 | 1.92% | 19.6 | 50.00% | -0.98% | -50.00% | 0.00% | 0.00% | 40:41 | 36:30 | 36:30 | 44:51 | 44:51 | 44:51 | 08:21 | 06:11 |
 | Quelling Blade | 2 | 1.92% | 17.6 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 04:12 | 04:04 | 04:04 | 04:20 | 04:20 | 04:20 | 00:16 | 00:11 |
 | Maelstrom | 3 | 2.88% | 15.7 | 33.33% | -18.16% | -33.33% | 0.00% | 0.00% | 24:08 | 19:00 | 19:00 | 22:22 | 31:01 | 31:01 | 12:01 | 08:54 |
 | Crystalys | 3 | 2.88% | 13.7 | 33.33% | -18.16% | -33.33% | 0.00% | 0.00% | 45:24 | 33:11 | 33:11 | 42:24 | 60:36 | 60:36 | 27:25 | 20:18 |
 | Javelin | 3 | 2.88% | 11.8 | 33.33% | -18.16% | -33.33% | 0.00% | 0.00% | 23:57 | 18:49 | 18:49 | 22:01 | 31:01 | 31:01 | 12:12 | 09:02 |
 | Arcane Blink | 3 | 2.88% | 9.8 | 33.33% | -18.16% | +66.67% | 0.00% | 0.00% | 50:37 | 45:23 | 45:23 | 52:22 | 54:06 | 54:06 | 08:43 | 06:27 |
 | Veil of Discord | 4 | 3.85% | 7.8 | 25.00% | -27.00% | +75.00% | -25.00% | 0.00% | 11:00 | 08:36 | 08:36 | 09:52 | 10:13 | 15:20 | 01:37 | 01:11 |
 | Ring of Basilius | 4 | 3.85% | 5.9 | 25.00% | -27.00% | +75.00% | -25.00% | 0.00% | 09:23 | 05:59 | 05:59 | 07:08 | 09:06 | 15:20 | 03:07 | 02:18 |
 | Aghanim's Shard | 5 | 4.81% | 3.9 | 20.00% | -32.53% | -20.00% | -20.00% | 0.00% | 42:35 | 34:39 | 34:39 | 41:29 | 43:18 | 55:28 | 08:39 | 06:24 |
 | Shiva's Guard | 1 | 0.96% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |