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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 | 9 | 10.98% | 100.0 | 88.89% | +40.94% | +11.11% | +11.11% | 0.00% | 22:08 | 05:25 | 15:07 | 25:10 | 27:05 | 30:02 | 11:58 | 08:51 |
 | Rod of Atos | 11 | 13.41% | 98.1 | 81.82% | +33.93% | -15.15% | -15.15% | 0.00% | 19:51 | 15:24 | 16:19 | 18:05 | 22:13 | 27:48 | 05:54 | 04:22 |
 | Void Stone | 23 | 28.05% | 96.3 | 69.57% | +23.81% | -19.57% | +13.76% | 2.46% | 22:57 | 10:28 | 15:07 | 18:33 | 28:39 | 48:50 | 13:32 | 10:01 |
 | Urn of Shadows | 63 | 76.83% | 94.4 | 57.14% | +20.30% | -0.89% | -19.64% | -4.93% | 07:38 | 03:10 | 05:28 | 07:31 | 09:16 | 15:02 | 03:48 | 02:48 |
 | Aghanim's Scepter | 30 | 36.59% | 92.6 | 63.33% | +17.18% | -0.83% | -20.47% | -3.85% | 31:57 | 23:09 | 28:53 | 30:00 | 33:59 | 49:47 | 05:06 | 03:46 |
 | Magic Wand | 72 | 87.80% | 90.7 | 55.56% | +25.56% | +16.66% | 0.00% | -2.66% | 08:50 | 02:14 | 05:04 | 08:35 | 11:20 | 25:12 | 06:16 | 04:38 |
 | Ring of Protection | 64 | 78.05% | 88.9 | 56.25% | +17.36% | +6.25% | -18.75% | -4.44% | 04:10 | -01:29 | -01:28 | 04:05 | 07:06 | 14:50 | 08:34 | 06:20 |
 | Spirit Vessel | 43 | 52.44% | 87.0 | 58.14% | +11.99% | +14.59% | -12.69% | -6.82% | 16:45 | 09:13 | 14:23 | 16:03 | 18:23 | 27:22 | 04:00 | 02:57 |
 | Magic Stick | 81 | 98.78% | 85.2 | 53.09% | +53.09% | +1.91% | -3.09% | -0.99% | 03:19 | -01:30 | -01:29 | 02:03 | 06:32 | 21:49 | 08:01 | 05:56 |
 | Crown | 29 | 35.37% | 83.3 | 55.17% | +4.23% | +16.26% | +16.26% | 0.00% | 19:12 | 06:10 | 13:11 | 17:43 | 24:56 | 37:41 | 11:45 | 08:42 |
 | Wind Lace | 27 | 32.93% | 81.5 | 55.56% | +4.65% | +15.87% | +15.87% | 0.00% | 20:53 | 10:18 | 14:39 | 19:06 | 24:16 | 38:41 | 09:37 | 07:07 |
 | Boots of Speed | 8 | 9.76% | 79.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 09:36 | -01:29 | 03:24 | 05:27 | 08:37 | 40:47 | 05:13 | 03:51 |
 | Linken's Sphere | 3 | 3.66% | 77.8 | 100.00% | +49.37% | 0.00% | 0.00% | 0.00% | 27:13 | 19:36 | 19:36 | 30:15 | 31:49 | 31:49 | 12:13 | 09:02 |
 | Lotus Orb | 5 | 6.10% | 75.9 | 80.00% | +29.35% | +20.00% | +20.00% | 0.00% | 26:42 | 20:51 | 20:51 | 26:39 | 26:51 | 33:07 | 06:00 | 04:26 |
 | Black King Bar | 8 | 9.76% | 74.1 | 62.50% | +11.15% | -12.50% | -12.50% | 0.00% | 27:49 | 18:54 | 21:41 | 29:11 | 31:11 | 36:57 | 09:30 | 07:02 |
 | Eul's Scepter of Divinity | 8 | 9.76% | 72.2 | 62.50% | +11.15% | -62.50% | +37.50% | 7.57% | 25:58 | 16:54 | 19:03 | 20:47 | 32:16 | 38:59 | 13:13 | 09:47 |
 | Bracer | 8 | 9.76% | 70.4 | 62.50% | +11.15% | -12.50% | -12.50% | 0.00% | 12:20 | 05:50 | 07:34 | 12:44 | 16:04 | 18:54 | 08:30 | 06:17 |
 | Javelin | 8 | 9.76% | 68.5 | 62.50% | +11.15% | -62.50% | +37.50% | 7.59% | 14:44 | 04:15 | 07:41 | 11:52 | 20:52 | 28:28 | 13:11 | 09:45 |
 | Orchid Malevolence | 6 | 7.32% | 66.7 | 66.67% | +15.35% | +33.33% | -66.67% | -67.42% | 21:38 | 20:05 | 21:08 | 21:17 | 22:37 | 22:55 | 01:29 | 01:05 |
 | Blink Dagger | 6 | 7.32% | 64.8 | 66.67% | +15.35% | +33.33% | -66.67% | -8.44% | 37:33 | 28:54 | 31:52 | 33:12 | 43:43 | 52:10 | 11:51 | 08:46 |
 | Aeon Disk | 2 | 2.44% | 63.0 | 100.00% | +48.75% | 0.00% | 0.00% | 0.00% | 33:26 | 29:38 | 29:38 | 37:14 | 37:14 | 37:14 | 07:36 | 05:37 |
 | Gleipnir | 2 | 2.44% | 61.1 | 100.00% | +48.75% | 0.00% | 0.00% | 0.00% | 26:53 | 25:58 | 25:58 | 27:48 | 27:48 | 27:48 | 01:50 | 01:21 |
 | Fluffy Hat | 20 | 24.39% | 59.3 | 40.00% | -16.45% | +20.00% | +20.00% | 0.00% | 12:19 | 03:05 | 07:56 | 11:31 | 15:45 | 24:37 | 07:49 | 05:47 |
 | Quelling Blade | 7 | 8.54% | 57.4 | 57.14% | +5.14% | -7.14% | -57.14% | -5.95% | 10:49 | -01:29 | -01:29 | 00:59 | 09:53 | 53:53 | 11:22 | 08:25 |
 | Aghanim's Shard | 18 | 21.95% | 55.6 | 38.89% | -17.36% | +41.11% | -38.89% | -9.62% | 31:33 | 20:35 | 26:08 | 29:02 | 34:27 | 57:03 | 08:19 | 06:09 |
 | Chainmail | 18 | 21.95% | 53.7 | 38.89% | -17.36% | -18.89% | +11.11% | 2.57% | 18:19 | 06:16 | 11:51 | 19:03 | 23:31 | 32:14 | 11:40 | 08:38 |
 | Drum of Endurance | 11 | 13.41% | 51.9 | 45.45% | -8.07% | +21.22% | -12.12% | -7.55% | 20:21 | 13:35 | 16:21 | 20:17 | 20:46 | 33:30 | 04:25 | 03:16 |
 | Blight Stone | 19 | 23.17% | 50.0 | 36.84% | -20.30% | -16.84% | +3.16% | 1.37% | 14:43 | -01:29 | 05:13 | 18:40 | 19:47 | 32:14 | 14:34 | 10:47 |
 | Solar Crest | 12 | 14.63% | 48.1 | 41.67% | -12.62% | -8.34% | +58.33% | 12.20% | 27:24 | 16:28 | 23:45 | 27:25 | 29:13 | 38:19 | 05:28 | 04:02 |
 | Medallion of Courage | 17 | 20.73% | 46.3 | 35.29% | -21.63% | -35.29% | +14.71% | 3.99% | 19:01 | 07:00 | 11:35 | 19:12 | 24:06 | 32:14 | 12:31 | 09:16 |
 | Maelstrom | 6 | 7.32% | 44.4 | 50.00% | -2.63% | 0.00% | +50.00% | 23.44% | 14:37 | 08:23 | 12:27 | 12:41 | 14:35 | 25:58 | 02:08 | 01:34 |
 | Ring of Basilius | 3 | 3.66% | 42.6 | 66.67% | +14.77% | +33.33% | 0.00% | 0.00% | 14:58 | 02:06 | 02:06 | 10:05 | 32:43 | 32:43 | 30:37 | 22:40 |
 | Aether Lens | 3 | 3.66% | 40.7 | 66.67% | +14.77% | +33.33% | 0.00% | 0.00% | 42:47 | 36:53 | 36:53 | 41:30 | 49:58 | 49:58 | 13:05 | 09:41 |
 | Power Treads | 4 | 4.88% | 38.9 | 50.00% | -2.56% | +50.00% | -50.00% | 0.00% | 08:03 | 06:00 | 06:00 | 06:45 | 08:53 | 10:33 | 02:53 | 02:08 |
 | Force Staff | 4 | 4.88% | 37.0 | 50.00% | -2.56% | -50.00% | -50.00% | 0.00% | 21:46 | 18:52 | 18:52 | 21:35 | 22:01 | 24:37 | 03:09 | 02:20 |
 | Phase Boots | 1 | 1.22% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.22% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.22% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.22% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.22% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Sange | 1 | 1.22% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Dragon Lance | 2 | 2.44% | 24.1 | 50.00% | -2.50% | -50.00% | 0.00% | 0.00% | 14:23 | 13:32 | 13:32 | 15:13 | 15:13 | 15:13 | 01:41 | 01:14 |
 | Satanic | 2 | 2.44% | 22.2 | 50.00% | -2.50% | +50.00% | 0.00% | 0.00% | 35:42 | 34:04 | 34:04 | 37:19 | 37:19 | 37:19 | 03:15 | 02:24 |
 | Eye of Skadi | 3 | 3.66% | 20.4 | 33.33% | -19.83% | -33.33% | 0.00% | 0.00% | 31:17 | 25:52 | 25:52 | 30:35 | 37:25 | 37:25 | 11:33 | 08:33 |
 | Morbid Mask | 3 | 3.66% | 18.5 | 33.33% | -19.83% | -33.33% | 0.00% | 0.00% | 31:27 | 27:55 | 27:55 | 32:43 | 33:42 | 33:42 | 05:47 | 04:17 |
 | Helm of the Dominator | 4 | 4.88% | 16.7 | 25.00% | -28.85% | -25.00% | -25.00% | 0.00% | 25:22 | 15:10 | 15:10 | 17:42 | 28:10 | 40:27 | 13:00 | 09:37 |
 | Helm of Iron Will | 4 | 4.88% | 14.8 | 25.00% | -28.85% | -25.00% | -25.00% | 0.00% | 24:49 | 15:10 | 15:10 | 15:31 | 28:09 | 40:27 | 12:59 | 09:37 |
 | Glimmer Cape | 1 | 1.22% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Wraith Band | 4 | 4.88% | 11.1 | 0.00% | -55.13% | 0.00% | 0.00% | 0.00% | 07:06 | 01:59 | 01:59 | 06:26 | 09:15 | 10:43 | 07:16 | 05:22 |
 | Vladmir's Offering | 1 | 1.22% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.22% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:54 | 04:54 | 04:54 | 04:54 | 04:54 | 04:54 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.22% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 |
 | Buckler | 1 | 1.22% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.22% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |