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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 | |
 | Crimson Guard | 7 | 41.18% | 100.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 23:15 | 14:09 | 20:40 | 23:20 | 26:09 | 28:57 | 05:29 | 04:03 |
 | Helm of Iron Will | 7 | 41.18% | 97.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 18:26 | 09:48 | 11:16 | 18:04 | 25:05 | 26:11 | 13:49 | 10:14 |
 | Ring of Health | 16 | 94.12% | 94.7 | 81.25% | +81.25% | +18.75% | -6.25% | -23.08% | 05:39 | 01:38 | 02:34 | 03:11 | 03:39 | 19:13 | 01:05 | 00:48 |
 | Pipe of Insight | 15 | 88.24% | 92.1 | 80.00% | +30.00% | -5.00% | +20.00% | 8.67% | 18:13 | 13:36 | 16:46 | 17:44 | 19:39 | 22:25 | 02:53 | 02:08 |
 | Arcane Boots | 17 | 100.00% | 89.5 | 76.47% | +76.47% | -26.47% | -1.47% | 6.10% | 08:01 | 04:33 | 05:31 | 07:52 | 09:37 | 11:00 | 04:06 | 03:02 |
 | Boots of Speed | 17 | 100.00% | 86.8 | 76.47% | +76.47% | -26.47% | -1.47% | 5.91% | 06:14 | 03:23 | 03:31 | 06:36 | 07:45 | 09:30 | 04:14 | 03:08 |
 | Headdress | 17 | 100.00% | 84.2 | 76.47% | +76.47% | -26.47% | -1.47% | 4.93% | 11:15 | 05:35 | 08:09 | 11:31 | 13:13 | 17:44 | 05:04 | 03:45 |
 | Magic Wand | 17 | 100.00% | 81.6 | 76.47% | +76.47% | +23.53% | -26.47% | -31.91% | 01:49 | -01:29 | -01:29 | -01:26 | 03:03 | 12:22 | 04:32 | 03:21 |
 | Vanguard | 11 | 64.71% | 78.9 | 81.82% | +15.15% | +18.18% | -15.15% | -26.66% | 06:26 | 04:02 | 05:14 | 06:13 | 06:29 | 10:44 | 01:15 | 00:55 |
 | Blink Dagger | 10 | 58.82% | 76.3 | 80.00% | +8.57% | -46.67% | +20.00% | 16.81% | 32:28 | 24:45 | 30:04 | 31:01 | 34:02 | 40:11 | 03:58 | 02:56 |
 | Mekansm | 15 | 88.24% | 73.7 | 73.33% | -26.67% | -23.33% | -23.33% | 0.00% | 14:57 | 09:09 | 11:24 | 13:12 | 15:44 | 33:59 | 04:20 | 03:12 |
 | Buckler | 15 | 88.24% | 71.1 | 73.33% | -26.67% | -23.33% | +1.67% | 3.48% | 19:03 | 10:52 | 14:37 | 19:28 | 21:48 | 34:37 | 07:11 | 05:19 |
 | Chainmail | 15 | 88.24% | 68.4 | 73.33% | -26.67% | -23.33% | -23.33% | 0.00% | 13:18 | 06:40 | 08:49 | 11:46 | 13:19 | 33:59 | 04:30 | 03:20 |
 | Ring of Protection | 15 | 88.24% | 65.8 | 73.33% | -26.67% | -23.33% | +1.67% | 2.35% | 17:19 | 06:53 | 10:52 | 19:13 | 21:31 | 34:09 | 10:39 | 07:53 |
 | Guardian Greaves | 14 | 82.35% | 63.2 | 71.43% | -28.57% | +3.57% | -4.76% | -0.95% | 21:22 | 12:08 | 15:43 | 22:25 | 24:28 | 34:57 | 08:45 | 06:28 |
 | Void Stone | 9 | 52.94% | 60.5 | 77.78% | +2.78% | -27.78% | -27.78% | 0.00% | 34:52 | 22:48 | 25:57 | 32:22 | 42:54 | 53:00 | 16:57 | 12:33 |
 | Aghanim's Shard | 3 | 17.65% | 57.9 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 45:17 | 34:00 | 34:00 | 46:51 | 55:01 | 55:01 | 21:01 | 15:34 |
 | Lotus Orb | 4 | 23.53% | 55.3 | 75.00% | -1.92% | +25.00% | -75.00% | 0.00% | 32:29 | 25:48 | 25:48 | 31:57 | 34:23 | 37:48 | 08:35 | 06:21 |
 | Magic Stick | 9 | 52.94% | 52.6 | 55.56% | -44.44% | -55.56% | -5.56% | 13.33% | 02:45 | -01:29 | -01:28 | 00:22 | 05:13 | 12:22 | 06:41 | 04:57 |
 | Boots of Travel | 2 | 11.76% | 50.0 | 100.00% | +26.67% | 0.00% | 0.00% | 0.00% | 1:02:33 | 60:04 | 60:04 | 1:05:02 | 1:05:02 | 1:05:02 | 04:58 | 03:40 |
 | Octarine Core | 2 | 11.76% | 47.4 | 100.00% | +26.67% | 0.00% | 0.00% | 0.00% | 45:36 | 34:04 | 34:04 | 57:08 | 57:08 | 57:08 | 23:04 | 17:05 |
 | Heaven's Halberd | 2 | 11.76% | 44.7 | 100.00% | +26.67% | 0.00% | 0.00% | 0.00% | 29:13 | 20:14 | 20:14 | 38:12 | 38:12 | 38:12 | 17:58 | 13:18 |
 | Linken's Sphere | 2 | 11.76% | 42.1 | 100.00% | +26.67% | 0.00% | 0.00% | 0.00% | 48:17 | 47:18 | 47:18 | 49:15 | 49:15 | 49:15 | 01:57 | 01:26 |
 | Cornucopia | 3 | 17.65% | 39.5 | 66.67% | -11.90% | +33.33% | 0.00% | 0.00% | 48:09 | 47:14 | 47:14 | 47:58 | 49:15 | 49:15 | 02:01 | 01:29 |
 | Scythe of Vyse | 3 | 17.65% | 36.8 | 66.67% | -11.90% | +33.33% | 0.00% | 0.00% | 43:48 | 35:15 | 35:15 | 43:08 | 53:00 | 53:00 | 17:45 | 13:08 |
 | Sange | 3 | 17.65% | 34.2 | 66.67% | -11.90% | +33.33% | 0.00% | 0.00% | 25:39 | 17:49 | 17:49 | 21:19 | 37:50 | 37:50 | 20:01 | 14:49 |
 | Soul Ring | 4 | 23.53% | 31.6 | 50.00% | -34.62% | +50.00% | -50.00% | 0.00% | 08:41 | 07:05 | 07:05 | 07:53 | 08:41 | 11:06 | 01:36 | 01:11 |
 | Aghanim's Scepter | 4 | 23.53% | 28.9 | 50.00% | -34.62% | +50.00% | -50.00% | 0.00% | 33:42 | 30:50 | 30:50 | 31:03 | 33:01 | 39:54 | 02:11 | 01:37 |
 | Black King Bar | 1 | 5.88% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 5.88% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.88% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.88% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:40 | 46:40 | 46:40 | 46:40 | 46:40 | 46:40 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.88% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.88% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.88% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 00:00 | 00:00 |
 | Null Talisman | 1 | 5.88% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.88% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |