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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 | |
 | Blink Dagger | 19 | 13.19% | 100.0 | 84.21% | +25.81% | -4.21% | -4.21% | 0.00% | 39:10 | 22:44 | 31:30 | 37:48 | 42:24 | 1:06:52 | 10:54 | 08:04 |
 | Void Stone | 78 | 54.17% | 97.8 | 70.51% | +18.99% | +9.49% | -12.62% | -2.05% | 30:11 | 17:29 | 24:01 | 28:15 | 34:47 | 1:07:26 | 10:46 | 07:58 |
 | Tranquil Boots | 46 | 31.94% | 95.7 | 71.74% | +14.60% | +11.59% | -8.10% | -1.14% | 25:35 | 07:02 | 16:47 | 24:32 | 34:02 | 47:47 | 17:15 | 12:46 |
 | Aether Lens | 62 | 43.06% | 93.5 | 69.35% | +13.25% | +18.15% | -9.35% | -2.82% | 32:04 | 21:52 | 26:35 | 28:54 | 36:20 | 1:15:06 | 09:45 | 07:13 |
 | Wind Lace | 83 | 57.64% | 91.3 | 66.27% | +10.53% | -13.89% | +14.68% | 3.56% | 17:04 | -01:29 | 11:50 | 15:43 | 19:51 | 47:14 | 08:01 | 05:56 |
 | Aghanim's Shard | 142 | 98.61% | 89.1 | 61.97% | +11.97% | -3.64% | -10.54% | -6.90% | 15:27 | 15:00 | 15:01 | 15:04 | 15:36 | 18:59 | 00:35 | 00:25 |
 | Boots of Speed | 144 | 100.00% | 87.0 | 61.81% | +61.81% | -6.25% | -9.03% | -0.88% | 05:58 | -01:30 | 04:42 | 06:09 | 07:51 | 15:57 | 03:09 | 02:20 |
 | Magic Wand | 123 | 85.42% | 84.8 | 62.60% | +5.46% | +5.14% | -17.44% | -2.43% | 10:41 | 01:58 | 06:17 | 09:19 | 15:35 | 28:43 | 09:18 | 06:53 |
 | Force Staff | 45 | 31.25% | 82.6 | 68.89% | +10.30% | +22.02% | -14.34% | -5.30% | 33:54 | 23:25 | 30:38 | 33:53 | 37:30 | 46:48 | 06:52 | 05:05 |
 | Magic Stick | 136 | 94.44% | 80.4 | 61.03% | -13.97% | -5.15% | -8.09% | -0.56% | 03:38 | -01:29 | -01:29 | 02:11 | 06:45 | 18:09 | 08:14 | 06:05 |
 | Arcane Boots | 106 | 73.61% | 78.3 | 62.26% | +1.73% | +0.70% | +3.12% | 0.67% | 20:30 | 06:27 | 18:54 | 20:12 | 22:30 | 38:04 | 03:36 | 02:40 |
 | Fluffy Hat | 68 | 47.22% | 76.1 | 61.76% | -0.08% | +2.95% | -2.94% | -0.58% | 23:47 | 03:47 | 18:22 | 22:39 | 28:31 | 42:55 | 10:09 | 07:31 |
 | Orb of Venom | 69 | 47.92% | 73.9 | 59.42% | -4.58% | -0.60% | -0.60% | 0.00% | -00:44 | -01:30 | -01:29 | -01:29 | -01:28 | 18:27 | 00:01 | 00:00 |
 | Eul's Scepter of Divinity | 12 | 8.33% | 71.7 | 75.00% | +14.39% | -8.33% | -8.33% | 0.00% | 36:20 | 22:57 | 28:15 | 36:20 | 41:13 | 52:00 | 12:58 | 09:36 |
 | Drum of Endurance | 7 | 4.86% | 69.6 | 85.71% | +25.13% | +14.29% | -35.71% | -18.07% | 29:21 | 23:51 | 23:52 | 25:05 | 26:38 | 43:17 | 02:46 | 02:02 |
 | Quelling Blade | 24 | 16.67% | 67.4 | 62.50% | +0.83% | +4.17% | -12.50% | -1.15% | 09:27 | -01:29 | -01:29 | -01:29 | 16:01 | 43:48 | 17:30 | 12:57 |
 | Octarine Core | 4 | 2.78% | 65.2 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 51:59 | 44:37 | 44:37 | 47:46 | 54:11 | 1:01:20 | 09:34 | 07:05 |
 | Ring of Health | 14 | 9.72% | 63.0 | 64.29% | +2.75% | +10.71% | -30.96% | -5.57% | 33:19 | 22:39 | 28:22 | 30:57 | 35:51 | 1:07:26 | 07:29 | 05:32 |
 | Ring of Protection | 8 | 5.56% | 60.9 | 75.00% | +13.97% | -25.00% | -25.00% | 0.00% | 18:59 | 02:12 | 10:55 | 21:58 | 23:44 | 24:54 | 12:49 | 09:29 |
 | Lotus Orb | 8 | 5.56% | 58.7 | 75.00% | +13.97% | -25.00% | -25.00% | 0.00% | 34:36 | 31:16 | 31:45 | 33:25 | 36:46 | 38:06 | 05:01 | 03:42 |
 | Boots of Bearing | 3 | 2.08% | 56.5 | 100.00% | +39.01% | 0.00% | 0.00% | 0.00% | 41:57 | 29:15 | 29:15 | 47:06 | 49:29 | 49:29 | 20:14 | 14:59 |
 | Aeon Disk | 7 | 4.86% | 54.3 | 71.43% | +10.12% | -21.43% | +28.57% | 4.34% | 41:21 | 32:42 | 34:34 | 38:11 | 46:06 | 50:23 | 11:32 | 08:32 |
 | Buckler | 5 | 3.47% | 52.2 | 80.00% | +18.85% | +20.00% | +20.00% | 0.00% | 24:13 | 23:42 | 23:42 | 24:18 | 24:26 | 24:54 | 00:44 | 00:32 |
 | Headdress | 4 | 2.78% | 50.0 | 75.00% | +13.57% | +25.00% | -75.00% | 0.00% | 26:33 | 14:02 | 14:02 | 22:26 | 32:06 | 37:38 | 18:04 | 13:22 |
 | Chainmail | 2 | 1.39% | 47.8 | 100.00% | +38.73% | 0.00% | 0.00% | 0.00% | 20:52 | 19:17 | 19:17 | 22:27 | 22:27 | 22:27 | 03:10 | 02:20 |
 | Mekansm | 2 | 1.39% | 45.7 | 100.00% | +38.73% | 0.00% | 0.00% | 0.00% | 21:57 | 21:27 | 21:27 | 22:27 | 22:27 | 22:27 | 01:00 | 00:44 |
 | Guardian Greaves | 2 | 1.39% | 43.5 | 100.00% | +38.73% | 0.00% | 0.00% | 0.00% | 28:04 | 27:23 | 27:23 | 28:44 | 28:44 | 28:44 | 01:21 | 01:00 |
 | Boots of Travel | 2 | 1.39% | 41.3 | 100.00% | +38.73% | 0.00% | 0.00% | 0.00% | 1:05:31 | 1:03:13 | 1:03:13 | 1:07:49 | 1:07:49 | 1:07:49 | 04:36 | 03:24 |
 | Urn of Shadows | 3 | 2.08% | 39.1 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 11:54 | 04:50 | 04:50 | 10:55 | 19:58 | 19:58 | 15:08 | 11:12 |
 | Power Treads | 3 | 2.08% | 37.0 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 23:22 | 10:01 | 10:01 | 26:44 | 33:21 | 33:21 | 23:20 | 17:17 |
 | Vladmir's Offering | 3 | 2.08% | 34.8 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 28:44 | 23:44 | 23:44 | 28:51 | 33:36 | 33:36 | 09:52 | 07:18 |
 | Morbid Mask | 3 | 2.08% | 32.6 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 28:22 | 23:42 | 23:42 | 28:23 | 33:00 | 33:00 | 09:18 | 06:53 |
 | Ring of Basilius | 3 | 2.08% | 30.4 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 22:33 | 19:32 | 19:32 | 23:42 | 24:26 | 24:26 | 04:54 | 03:37 |
 | Wraith Band | 7 | 4.86% | 28.3 | 42.86% | -19.91% | -42.86% | +57.14% | 3.99% | 19:27 | -01:29 | 01:20 | 24:33 | 26:22 | 40:57 | 25:02 | 18:32 |
 | Diffusal Blade | 1 | 0.69% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Sange | 1 | 0.69% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.69% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.69% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.69% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.69% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.69% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 1.39% | 10.9 | 50.00% | -11.97% | +50.00% | 0.00% | 0.00% | 36:47 | 33:20 | 33:20 | 40:14 | 40:14 | 40:14 | 06:54 | 05:06 |
 | Hood of Defiance | 3 | 2.08% | 8.7 | 33.33% | -29.08% | -33.33% | 0.00% | 0.00% | 29:28 | 27:40 | 27:40 | 28:38 | 32:05 | 32:05 | 04:25 | 03:16 |
 | Null Talisman | 1 | 0.69% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.69% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |