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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 | |
 | Ring of Health | 35 | 28.00% | 100.0 | 71.43% | +28.10% | -4.76% | +6.35% | 0.94% | 30:26 | 11:03 | 22:46 | 30:26 | 34:37 | 56:52 | 11:51 | 08:46 |
 | Buckler | 56 | 44.80% | 98.5 | 66.07% | +26.94% | +19.64% | -16.07% | -3.21% | 25:46 | 12:12 | 19:34 | 25:05 | 30:41 | 47:27 | 11:07 | 08:14 |
 | Lotus Orb | 24 | 19.20% | 96.9 | 70.83% | +24.30% | -20.83% | -4.16% | 1.66% | 34:48 | 19:16 | 28:01 | 33:53 | 38:02 | 56:52 | 10:01 | 07:25 |
 | Ring of Protection | 70 | 56.00% | 95.4 | 60.00% | +20.00% | -10.00% | -12.94% | -0.27% | 21:16 | -01:29 | 15:44 | 20:34 | 26:45 | 47:27 | 11:01 | 08:09 |
 | Arcane Boots | 91 | 72.80% | 93.8 | 58.24% | +25.89% | +24.37% | -1.72% | -6.31% | 13:57 | 06:27 | 10:17 | 12:02 | 14:25 | 35:44 | 04:08 | 03:03 |
 | Void Stone | 50 | 40.00% | 92.3 | 62.00% | +18.00% | -15.85% | -3.67% | 0.87% | 28:32 | 11:47 | 21:59 | 26:54 | 35:58 | 51:39 | 13:59 | 10:21 |
 | Guardian Greaves | 41 | 32.80% | 90.8 | 63.41% | +18.17% | +16.59% | -33.41% | -5.96% | 27:09 | 15:22 | 22:39 | 26:12 | 31:02 | 45:32 | 08:23 | 06:12 |
 | Headdress | 55 | 44.00% | 89.2 | 60.00% | +15.71% | +11.43% | -2.86% | -2.22% | 15:04 | -01:29 | 11:47 | 14:25 | 18:14 | 36:02 | 06:27 | 04:46 |
 | Mekansm | 50 | 40.00% | 87.7 | 60.00% | +14.67% | +24.62% | -1.67% | -4.60% | 19:04 | 10:34 | 15:59 | 18:19 | 21:42 | 36:02 | 05:43 | 04:14 |
 | Vladmir's Offering | 17 | 13.60% | 86.2 | 70.59% | +22.44% | +29.41% | -20.59% | -6.37% | 37:21 | 21:31 | 31:09 | 34:36 | 39:00 | 1:05:09 | 07:51 | 05:48 |
 | Chainmail | 50 | 40.00% | 84.6 | 58.00% | +11.33% | +18.92% | -16.33% | -7.45% | 16:47 | 06:26 | 14:05 | 15:51 | 18:49 | 36:02 | 04:44 | 03:30 |
 | Magic Wand | 110 | 88.00% | 83.1 | 52.73% | +12.73% | -9.87% | +2.83% | 2.33% | 09:05 | 01:04 | 05:59 | 08:32 | 11:26 | 25:58 | 05:27 | 04:02 |
 | Boots of Speed | 125 | 100.00% | 81.5 | 51.20% | +51.20% | +13.32% | -9.26% | -8.16% | 05:46 | -01:29 | 04:25 | 05:55 | 07:11 | 18:50 | 02:46 | 02:02 |
 | Magic Stick | 123 | 98.40% | 80.0 | 51.22% | +1.22% | +13.30% | -2.83% | -2.65% | 04:21 | -01:29 | 01:19 | 03:21 | 07:24 | 25:58 | 06:05 | 04:30 |
 | Aghanim's Scepter | 7 | 5.60% | 78.5 | 85.71% | +36.56% | +14.29% | -35.71% | -6.22% | 29:28 | 20:37 | 24:20 | 30:23 | 32:22 | 36:01 | 08:02 | 05:57 |
 | Fluffy Hat | 85 | 68.00% | 76.9 | 50.59% | -1.91% | +6.55% | +6.55% | 0.00% | 20:02 | 09:00 | 13:46 | 18:55 | 24:44 | 35:19 | 10:58 | 08:07 |
 | Morbid Mask | 17 | 13.60% | 75.4 | 64.71% | +15.64% | +35.29% | -14.71% | -8.11% | 36:34 | 20:59 | 30:21 | 34:23 | 36:31 | 1:05:08 | 06:10 | 04:34 |
 | Ring of Basilius | 17 | 13.60% | 73.8 | 64.71% | +15.64% | -14.71% | -14.71% | 0.00% | 33:56 | 09:55 | 26:45 | 34:23 | 36:31 | 1:05:07 | 09:46 | 07:14 |
 | Force Staff | 68 | 54.40% | 72.3 | 50.00% | -2.63% | +14.71% | +8.82% | -0.72% | 25:48 | 14:51 | 21:23 | 24:58 | 29:34 | 40:52 | 08:11 | 06:03 |
 | Drum of Endurance | 16 | 12.80% | 70.8 | 62.50% | +12.96% | +12.50% | -12.50% | -1.77% | 26:48 | 14:35 | 17:37 | 21:52 | 31:46 | 1:05:14 | 14:09 | 10:28 |
 | Wind Lace | 53 | 42.40% | 69.2 | 49.06% | -3.72% | +4.79% | -2.91% | -0.68% | 20:21 | 05:33 | 10:55 | 16:38 | 22:15 | 1:13:52 | 11:20 | 08:23 |
 | Pipe of Insight | 8 | 6.40% | 67.7 | 75.00% | +25.43% | +25.00% | -25.00% | -2.59% | 28:39 | 18:09 | 19:13 | 24:22 | 38:31 | 39:26 | 19:18 | 14:17 |
 | Hood of Defiance | 8 | 6.40% | 66.2 | 75.00% | +25.43% | +25.00% | -25.00% | -2.88% | 23:58 | 14:02 | 14:14 | 20:52 | 31:35 | 38:31 | 17:21 | 12:51 |
 | Aeon Disk | 3 | 2.40% | 64.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:02 | 33:40 | 33:40 | 37:30 | 42:55 | 42:55 | 09:15 | 06:51 |
 | Boots of Bearing | 3 | 2.40% | 63.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:22 | 37:42 | 37:42 | 42:08 | 47:15 | 47:15 | 09:33 | 07:04 |
 | Aghanim's Shard | 3 | 2.40% | 61.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:34 | 17:42 | 17:42 | 19:34 | 21:26 | 21:26 | 03:44 | 02:45 |
 | Tranquil Boots | 5 | 4.00% | 60.0 | 80.00% | +30.00% | -80.00% | +20.00% | 0.00% | 31:18 | 12:39 | 12:39 | 37:40 | 42:08 | 47:15 | 29:29 | 21:50 |
 | Eul's Scepter of Divinity | 23 | 18.40% | 58.5 | 43.48% | -9.46% | +6.52% | -10.15% | -1.01% | 31:41 | 17:26 | 22:46 | 27:27 | 39:13 | 1:14:15 | 16:27 | 12:11 |
 | Wraith Band | 20 | 16.00% | 56.9 | 45.00% | -7.38% | +15.00% | -5.00% | -7.36% | 05:27 | -01:29 | 00:45 | 02:41 | 03:28 | 30:37 | 02:43 | 02:00 |
 | Urn of Shadows | 17 | 13.60% | 55.4 | 47.06% | -4.79% | +2.94% | -22.06% | -5.58% | 12:05 | 04:15 | 09:40 | 11:58 | 14:09 | 18:20 | 04:29 | 03:19 |
 | Wraith Pact | 9 | 7.20% | 53.8 | 55.56% | +4.70% | +44.44% | -5.56% | -3.69% | 44:36 | 31:53 | 35:59 | 39:51 | 49:33 | 1:06:22 | 13:34 | 10:02 |
 | Quelling Blade | 9 | 7.20% | 52.3 | 55.56% | +4.70% | -5.56% | -55.56% | -50.00% | 02:05 | -01:29 | -01:29 | -01:28 | 01:37 | 17:17 | 03:06 | 02:17 |
 | Dagon (level 3) | 2 | 1.60% | 50.8 | 100.00% | +49.59% | 0.00% | 0.00% | 0.00% | 40:23 | 37:41 | 37:41 | 43:04 | 43:04 | 43:04 | 05:23 | 03:59 |
 | Dagon (level 4) | 2 | 1.60% | 49.2 | 100.00% | +49.59% | 0.00% | 0.00% | 0.00% | 42:52 | 41:50 | 41:50 | 43:54 | 43:54 | 43:54 | 02:04 | 01:31 |
 | Dagon (level 2) | 2 | 1.60% | 47.7 | 100.00% | +49.59% | 0.00% | 0.00% | 0.00% | 38:12 | 35:28 | 35:28 | 40:55 | 40:55 | 40:55 | 05:27 | 04:02 |
 | Dagon (level 5) | 2 | 1.60% | 46.2 | 100.00% | +49.59% | 0.00% | 0.00% | 0.00% | 45:06 | 41:50 | 41:50 | 48:22 | 48:22 | 48:22 | 06:32 | 04:50 |
 | Dagon | 2 | 1.60% | 44.6 | 100.00% | +49.59% | 0.00% | 0.00% | 0.00% | 36:07 | 33:13 | 33:13 | 39:00 | 39:00 | 39:00 | 05:47 | 04:17 |
 | Scythe of Vyse | 5 | 4.00% | 43.1 | 60.00% | +9.17% | +40.00% | +40.00% | 0.00% | 42:18 | 37:26 | 37:26 | 44:16 | 44:18 | 46:41 | 06:52 | 05:05 |
 | Spirit Vessel | 12 | 9.60% | 41.5 | 41.67% | -10.54% | +25.00% | -41.67% | -22.35% | 19:51 | 15:05 | 18:33 | 19:36 | 21:32 | 22:37 | 02:59 | 02:12 |
 | Crown | 6 | 4.80% | 40.0 | 50.00% | -1.26% | 0.00% | -50.00% | -2.83% | 25:35 | 12:10 | 15:33 | 25:32 | 33:13 | 41:00 | 17:40 | 13:05 |
 | Blink Dagger | 3 | 2.40% | 38.5 | 66.67% | +15.85% | +33.33% | 0.00% | 0.00% | 38:27 | 36:03 | 36:03 | 37:49 | 41:30 | 41:30 | 05:27 | 04:02 |
 | Ghost Scepter | 3 | 2.40% | 36.9 | 66.67% | +15.85% | +33.33% | 0.00% | 0.00% | 39:38 | 29:41 | 29:41 | 37:35 | 51:39 | 51:39 | 21:58 | 16:16 |
 | Linken's Sphere | 4 | 3.20% | 35.4 | 50.00% | -1.24% | +50.00% | -50.00% | 0.00% | 50:21 | 35:09 | 35:09 | 49:20 | 57:47 | 59:07 | 22:38 | 16:45 |
 | Orb of Venom | 1 | 0.80% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.80% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.80% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.80% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Kaya | 1 | 0.80% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 1.60% | 26.2 | 50.00% | -1.22% | +50.00% | 0.00% | 0.00% | 16:13 | 13:55 | 13:55 | 18:30 | 18:30 | 18:30 | 04:35 | 03:23 |
 | Dragon Lance | 3 | 2.40% | 24.6 | 33.33% | -18.31% | -33.33% | 0.00% | 0.00% | 29:28 | 19:12 | 19:12 | 30:33 | 38:40 | 38:40 | 19:28 | 14:25 |
 | Black King Bar | 4 | 3.20% | 23.1 | 25.00% | -27.07% | -25.00% | +75.00% | 0.00% | 25:02 | 21:50 | 21:50 | 23:49 | 25:21 | 29:08 | 03:31 | 02:36 |
 | Power Treads | 5 | 4.00% | 21.5 | 20.00% | -32.50% | -20.00% | +80.00% | 0.00% | 13:47 | 07:24 | 07:24 | 08:12 | 12:46 | 32:42 | 05:22 | 03:58 |
 | Wind Waker | 1 | 0.80% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:15 | 1:14:15 | 1:14:15 | 1:14:15 | 1:14:15 | 1:14:15 | 00:00 | 00:00 |
 | Javelin | 3 | 2.40% | 18.5 | 0.00% | -52.46% | 0.00% | 0.00% | 0.00% | 11:45 | 09:54 | 09:54 | 12:03 | 13:19 | 13:19 | 03:25 | 02:31 |
 | Bottle | 1 | 0.80% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 00:00 | 00:00 |
 | Blight Stone | 3 | 2.40% | 15.4 | 0.00% | -52.46% | 0.00% | 0.00% | 0.00% | 17:24 | -01:29 | -01:29 | 22:14 | 31:27 | 31:27 | 32:56 | 24:23 |
 | Glimmer Cape | 2 | 1.60% | 13.8 | 0.00% | -52.03% | 0.00% | 0.00% | 0.00% | 29:49 | 24:16 | 24:16 | 35:22 | 35:22 | 35:22 | 11:06 | 08:13 |
 | Medallion of Courage | 2 | 1.60% | 12.3 | 0.00% | -52.03% | 0.00% | 0.00% | 0.00% | 26:51 | 22:14 | 22:14 | 31:27 | 31:27 | 31:27 | 09:13 | 06:49 |
 | Solar Crest | 2 | 1.60% | 10.8 | 0.00% | -52.03% | 0.00% | 0.00% | 0.00% | 35:49 | 26:20 | 26:20 | 45:17 | 45:17 | 45:17 | 18:57 | 14:02 |
 | Crystalys | 1 | 0.80% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |
 | Mjollnir | 2 | 1.60% | 7.7 | 0.00% | -52.03% | 0.00% | 0.00% | 0.00% | 28:55 | 28:54 | 28:54 | 28:56 | 28:56 | 28:56 | 00:02 | 00:01 |
 | Heaven's Halberd | 2 | 1.60% | 6.2 | 0.00% | -52.03% | 0.00% | 0.00% | 0.00% | 36:43 | 36:17 | 36:17 | 37:09 | 37:09 | 37:09 | 00:52 | 00:38 |
 | Sange | 2 | 1.60% | 4.6 | 0.00% | -52.03% | 0.00% | 0.00% | 0.00% | 35:48 | 35:26 | 35:26 | 36:10 | 36:10 | 36:10 | 00:44 | 00:32 |
 | Maelstrom | 3 | 2.40% | 3.1 | 0.00% | -52.46% | 0.00% | 0.00% | 0.00% | 15:26 | 14:31 | 14:31 | 14:50 | 16:56 | 16:56 | 02:25 | 01:47 |
 | Monkey King Bar | 1 | 0.80% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |