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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 | |
 | Holy Locket | 5 | 6.25% | 100.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 24:42 | 23:31 | 23:31 | 24:10 | 24:47 | 27:11 | 01:16 | 00:56 |
 | Aeon Disk | 19 | 23.75% | 98.0 | 68.42% | +24.16% | +31.58% | -28.42% | -5.91% | 33:06 | 21:18 | 27:56 | 31:54 | 38:05 | 43:46 | 10:09 | 07:31 |
 | Aghanim's Shard | 63 | 78.75% | 95.9 | 55.56% | +26.15% | +0.69% | -5.56% | -1.38% | 19:51 | 15:01 | 16:41 | 19:14 | 21:12 | 33:13 | 04:31 | 03:20 |
 | Void Stone | 31 | 38.75% | 93.9 | 61.29% | +18.43% | +1.21% | +13.71% | 0.85% | 27:19 | 10:19 | 19:47 | 28:02 | 34:33 | 43:53 | 14:46 | 10:56 |
 | Ring of Health | 24 | 30.00% | 91.8 | 62.50% | +17.86% | -45.83% | +4.17% | 3.89% | 30:15 | 12:20 | 24:05 | 30:32 | 36:56 | 43:53 | 12:51 | 09:31 |
 | Tranquil Boots | 76 | 95.00% | 89.8 | 51.32% | +26.32% | +1.31% | -14.48% | -4.62% | 10:15 | 04:32 | 08:00 | 09:34 | 11:25 | 39:16 | 03:25 | 02:31 |
 | Boots of Speed | 80 | 100.00% | 87.8 | 50.00% | +50.00% | +5.00% | -5.00% | -2.93% | 07:26 | -01:29 | 05:50 | 07:26 | 09:15 | 14:33 | 03:25 | 02:31 |
 | Wind Lace | 78 | 97.50% | 85.7 | 50.00% | 0.00% | -5.00% | -13.16% | -1.96% | 07:14 | -01:29 | 05:17 | 07:03 | 09:27 | 20:17 | 04:10 | 03:05 |
 | Magic Stick | 73 | 91.25% | 83.7 | 49.32% | -7.82% | -15.99% | +11.79% | 2.98% | 05:40 | -01:29 | -00:33 | 05:32 | 09:52 | 21:53 | 10:25 | 07:42 |
 | Headdress | 28 | 35.00% | 81.6 | 57.14% | +10.99% | +28.57% | 0.00% | -18.43% | 01:21 | -01:29 | -01:29 | -01:29 | 03:02 | 22:59 | 04:31 | 03:20 |
 | Eul's Scepter of Divinity | 8 | 10.00% | 79.6 | 75.00% | +27.78% | +25.00% | +25.00% | 0.00% | 23:41 | 17:10 | 17:14 | 22:57 | 25:29 | 33:57 | 08:15 | 06:06 |
 | Magic Wand | 61 | 76.25% | 77.6 | 47.54% | -10.35% | -0.87% | +5.79% | 1.90% | 11:17 | 03:40 | 09:27 | 11:15 | 12:57 | 21:53 | 03:30 | 02:35 |
 | Fluffy Hat | 22 | 27.50% | 75.5 | 54.55% | +6.27% | -4.55% | +25.45% | 3.10% | 17:49 | 06:13 | 12:47 | 16:18 | 22:28 | 30:36 | 09:41 | 07:10 |
 | Refresher Orb | 12 | 15.00% | 73.5 | 58.33% | +9.80% | -25.00% | -25.00% | 0.00% | 36:50 | 29:38 | 32:43 | 35:50 | 39:08 | 50:18 | 06:25 | 04:45 |
 | Ring of Protection | 30 | 37.50% | 71.4 | 43.33% | -10.67% | +6.67% | +13.81% | 0.81% | 11:17 | -01:29 | 05:33 | 11:42 | 14:21 | 28:59 | 08:48 | 06:31 |
 | Ring of Basilius | 13 | 16.25% | 69.4 | 53.85% | +4.60% | +12.82% | -20.52% | -3.15% | 17:17 | 06:13 | 12:42 | 13:24 | 23:17 | 28:59 | 10:35 | 07:50 |
 | Force Staff | 8 | 10.00% | 67.3 | 62.50% | +13.89% | -62.50% | -12.50% | 7.32% | 25:31 | 18:02 | 20:34 | 23:06 | 27:24 | 34:44 | 06:50 | 05:03 |
 | Shiva's Guard | 8 | 10.00% | 65.3 | 62.50% | +13.89% | +37.50% | -12.50% | -3.83% | 34:18 | 24:59 | 26:25 | 30:34 | 39:29 | 48:42 | 13:04 | 09:40 |
 | Lotus Orb | 4 | 5.00% | 63.3 | 75.00% | +26.32% | -75.00% | +25.00% | 0.00% | 30:25 | 20:05 | 20:05 | 30:33 | 32:15 | 38:47 | 12:10 | 09:00 |
 | Black King Bar | 2 | 2.50% | 61.2 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 33:12 | 29:13 | 29:13 | 37:11 | 37:11 | 37:11 | 07:58 | 05:54 |
 | Spirit Vessel | 15 | 18.75% | 59.2 | 40.00% | -12.31% | +35.00% | +35.00% | 0.00% | 22:59 | 16:34 | 20:36 | 22:23 | 25:44 | 32:49 | 05:08 | 03:48 |
 | Urn of Shadows | 23 | 28.75% | 57.1 | 34.78% | -21.36% | +15.22% | -1.45% | -3.55% | 12:52 | 04:54 | 10:28 | 12:55 | 15:10 | 22:05 | 04:42 | 03:28 |
 | Veil of Discord | 5 | 6.25% | 55.1 | 60.00% | +10.67% | -60.00% | -60.00% | 0.00% | 18:44 | 15:23 | 15:23 | 16:22 | 21:48 | 23:55 | 06:25 | 04:45 |
 | Crown | 5 | 6.25% | 53.1 | 60.00% | +10.67% | +40.00% | -60.00% | 0.00% | 17:09 | 13:03 | 13:03 | 14:29 | 20:57 | 23:54 | 07:54 | 05:51 |
 | Buckler | 6 | 7.50% | 51.0 | 50.00% | 0.00% | 0.00% | -50.00% | -4.71% | 21:57 | 13:02 | 16:42 | 22:23 | 27:19 | 28:59 | 10:37 | 07:51 |
 | Vladmir's Offering | 6 | 7.50% | 49.0 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 25:43 | 20:15 | 23:30 | 25:43 | 28:59 | 29:44 | 05:29 | 04:03 |
 | Morbid Mask | 6 | 7.50% | 46.9 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 24:55 | 17:10 | 23:17 | 24:54 | 28:59 | 29:05 | 05:42 | 04:13 |
 | Wraith Pact | 3 | 3.75% | 44.9 | 66.67% | +17.32% | +33.33% | 0.00% | 0.00% | 29:04 | 25:56 | 25:56 | 29:27 | 31:48 | 31:48 | 05:52 | 04:20 |
 | Null Talisman | 3 | 3.75% | 42.9 | 66.67% | +17.32% | +33.33% | 0.00% | 0.00% | 13:55 | 12:20 | 12:20 | 14:35 | 14:50 | 14:50 | 02:30 | 01:51 |
 | Hood of Defiance | 1 | 1.25% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.25% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 00:00 | 00:00 |
 | Desolator | 1 | 1.25% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.25% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.25% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Kaya | 1 | 1.25% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.25% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 2.50% | 26.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 47:01 | 41:23 | 41:23 | 52:39 | 52:39 | 52:39 | 11:16 | 08:20 |
 | Aghanim's Scepter | 2 | 2.50% | 24.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 41:57 | 34:09 | 34:09 | 49:45 | 49:45 | 49:45 | 15:36 | 11:33 |
 | Sange | 3 | 3.75% | 22.4 | 33.33% | -17.32% | +66.67% | 0.00% | 0.00% | 26:24 | 18:45 | 18:45 | 28:07 | 32:20 | 32:20 | 13:35 | 10:03 |
 | Glimmer Cape | 3 | 3.75% | 20.4 | 33.33% | -17.32% | +66.67% | 0.00% | 0.00% | 28:34 | 27:16 | 27:16 | 28:30 | 29:57 | 29:57 | 02:41 | 01:59 |
 | Heaven's Halberd | 3 | 3.75% | 18.4 | 33.33% | -17.32% | +66.67% | 0.00% | 0.00% | 31:17 | 25:00 | 25:00 | 32:50 | 36:02 | 36:02 | 11:02 | 08:10 |
 | Ghost Scepter | 3 | 3.75% | 16.3 | 33.33% | -17.32% | -33.33% | 0.00% | 0.00% | 30:40 | 23:54 | 23:54 | 32:38 | 35:28 | 35:28 | 11:34 | 08:34 |
 | Scythe of Vyse | 1 | 1.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.25% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.25% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.25% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.25% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 2.50% | 4.1 | 0.00% | -51.28% | 0.00% | 0.00% | 0.00% | 03:10 | -01:29 | -01:29 | 07:49 | 07:49 | 07:49 | 09:18 | 06:53 |
 | Crimson Guard | 1 | 1.25% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |