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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 | 28 | 24.35% | 100.0 | 67.86% | +43.72% | +32.14% | +3.57% | -2.28% | 35:09 | 16:46 | 26:53 | 34:09 | 39:25 | 1:04:54 | 12:32 | 09:17 |
 | Aether Lens | 9 | 7.83% | 98.5 | 77.78% | +46.65% | +22.22% | -27.78% | -5.95% | 46:13 | 40:26 | 41:13 | 43:19 | 49:37 | 58:34 | 08:24 | 06:13 |
 | Aghanim's Scepter | 23 | 20.00% | 97.0 | 60.87% | +32.61% | +22.46% | +5.80% | -1.82% | 32:40 | 13:24 | 28:24 | 32:47 | 37:33 | 48:09 | 09:09 | 06:46 |
 | Boots of Travel | 6 | 5.22% | 95.5 | 83.33% | +51.22% | +16.67% | +16.67% | 0.00% | 37:43 | 25:26 | 27:18 | 36:34 | 45:27 | 50:09 | 18:09 | 13:26 |
 | Crystalys | 6 | 5.22% | 94.0 | 83.33% | +51.22% | +16.67% | -83.33% | 0.00% | 31:49 | 25:26 | 27:54 | 30:19 | 32:23 | 42:45 | 04:29 | 03:19 |
 | Hood of Defiance | 10 | 8.70% | 92.5 | 70.00% | +38.57% | -3.33% | -20.00% | -2.22% | 19:24 | 10:37 | 14:50 | 17:09 | 22:21 | 30:28 | 07:31 | 05:34 |
 | Void Stone | 31 | 26.96% | 91.0 | 51.61% | +23.04% | -1.61% | +10.89% | 0.76% | 36:44 | 21:49 | 25:39 | 35:47 | 42:02 | 1:03:49 | 16:23 | 12:08 |
 | Morbid Mask | 11 | 9.57% | 89.6 | 63.64% | +31.91% | +3.03% | -30.31% | -2.10% | 35:23 | 22:33 | 24:58 | 32:27 | 40:50 | 53:16 | 15:52 | 11:45 |
 | Ring of Basilius | 11 | 9.57% | 88.1 | 63.64% | +31.91% | +3.03% | -30.31% | -2.02% | 33:52 | 07:25 | 24:19 | 32:27 | 40:50 | 53:16 | 16:31 | 12:14 |
 | Vladmir's Offering | 11 | 9.57% | 86.6 | 63.64% | +31.91% | +3.03% | -30.31% | -2.26% | 36:01 | 24:19 | 26:07 | 33:04 | 40:51 | 53:16 | 14:44 | 10:54 |
 | Bracer | 11 | 9.57% | 85.1 | 63.64% | +31.91% | -30.31% | +3.03% | 33.34% | 03:57 | 01:23 | 02:03 | 02:12 | 03:00 | 18:34 | 00:57 | 00:42 |
 | Pipe of Insight | 9 | 7.83% | 83.6 | 66.67% | +34.59% | -16.67% | -66.67% | -14.49% | 22:18 | 14:08 | 19:01 | 21:57 | 22:28 | 34:30 | 03:27 | 02:33 |
 | Daedalus | 3 | 2.61% | 82.1 | 100.00% | +66.96% | 0.00% | 0.00% | 0.00% | 35:57 | 32:27 | 32:27 | 36:20 | 39:05 | 39:05 | 06:38 | 04:54 |
 | Scythe of Vyse | 7 | 6.09% | 80.6 | 71.43% | +39.02% | -21.43% | +28.57% | 2.92% | 55:32 | 40:27 | 40:35 | 51:39 | 57:41 | 1:25:33 | 17:06 | 12:40 |
 | Octarine Core | 5 | 4.35% | 79.1 | 80.00% | +47.27% | +20.00% | +20.00% | 0.00% | 57:45 | 51:20 | 51:20 | 60:44 | 1:01:05 | 1:03:43 | 09:45 | 07:13 |
 | Aghanim's Shard | 97 | 84.35% | 77.6 | 37.11% | +14.89% | -3.78% | +0.39% | 0.45% | 22:25 | 15:00 | 16:26 | 19:50 | 25:46 | 48:25 | 09:20 | 06:54 |
 | Ring of Health | 28 | 24.35% | 76.1 | 46.43% | +15.40% | +25.00% | -17.86% | -3.13% | 27:12 | 10:24 | 17:26 | 24:29 | 31:08 | 49:14 | 13:42 | 10:08 |
 | Force Staff | 67 | 58.26% | 74.6 | 38.81% | +9.64% | -3.52% | +8.25% | 1.22% | 26:49 | 11:46 | 22:11 | 24:56 | 31:49 | 43:33 | 09:38 | 07:08 |
 | Boots of Speed | 115 | 100.00% | 73.1 | 34.78% | +34.78% | +13.50% | -17.54% | -10.83% | 04:49 | -01:29 | 03:36 | 04:57 | 06:28 | 10:03 | 02:52 | 02:07 |
 | Fluffy Hat | 80 | 69.57% | 71.6 | 36.25% | +4.82% | +3.75% | +18.75% | 1.24% | 21:07 | 02:07 | 14:08 | 19:23 | 26:11 | 43:29 | 12:03 | 08:55 |
 | Magic Stick | 104 | 90.43% | 70.1 | 33.65% | -11.80% | -10.57% | -2.88% | 2.32% | 02:55 | -01:29 | -01:29 | 02:15 | 04:48 | 16:35 | 06:17 | 04:39 |
 | Arcane Boots | 90 | 78.26% | 68.7 | 34.44% | -1.56% | +9.04% | -16.26% | -4.54% | 10:51 | 03:29 | 07:10 | 10:26 | 12:44 | 28:58 | 05:34 | 04:07 |
 | Guardian Greaves | 47 | 40.87% | 67.2 | 38.30% | +5.95% | +20.03% | -13.30% | -3.29% | 22:31 | 12:37 | 16:09 | 20:21 | 26:17 | 37:41 | 10:08 | 07:30 |
 | Buckler | 54 | 46.96% | 65.7 | 37.04% | +4.25% | -8.47% | +1.42% | 0.96% | 20:25 | 02:12 | 14:00 | 18:37 | 24:17 | 53:16 | 10:17 | 07:37 |
 | Ring of Protection | 55 | 47.83% | 64.2 | 36.36% | +3.03% | -22.07% | -0.65% | 2.05% | 19:28 | -01:29 | 12:46 | 18:28 | 23:12 | 53:16 | 10:26 | 07:43 |
 | Magic Wand | 96 | 83.48% | 62.7 | 32.29% | -15.08% | -3.12% | -3.12% | 0.00% | 08:51 | -01:30 | 03:52 | 08:38 | 11:49 | 36:10 | 07:57 | 05:53 |
 | Headdress | 58 | 50.43% | 61.2 | 34.48% | -0.61% | -1.15% | +1.23% | 0.36% | 13:18 | 03:25 | 09:07 | 12:21 | 15:46 | 32:22 | 06:39 | 04:55 |
 | Bottle | 6 | 5.22% | 59.7 | 66.67% | +33.64% | +33.33% | +33.33% | 0.00% | 01:14 | 01:07 | 01:09 | 01:10 | 01:20 | 01:25 | 00:11 | 00:08 |
 | Black King Bar | 6 | 5.22% | 58.2 | 66.67% | +33.64% | -16.67% | -66.67% | 0.00% | 29:03 | 22:22 | 25:26 | 28:16 | 33:56 | 35:34 | 08:30 | 06:17 |
 | Chainmail | 55 | 47.83% | 56.7 | 34.55% | -0.45% | +15.45% | +1.16% | -1.84% | 14:15 | 06:57 | 09:17 | 13:22 | 17:02 | 29:13 | 07:45 | 05:44 |
 | Mekansm | 54 | 46.96% | 55.2 | 33.33% | -2.74% | +2.38% | -2.56% | -0.67% | 16:15 | 09:05 | 11:50 | 15:13 | 19:14 | 30:44 | 07:24 | 05:28 |
 | Crown | 4 | 3.48% | 53.7 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 31:05 | 09:15 | 09:15 | 29:16 | 36:37 | 49:10 | 27:22 | 20:16 |
 | Glimmer Cape | 16 | 13.91% | 52.2 | 43.75% | +10.42% | +6.25% | +6.25% | 0.00% | 32:23 | 18:04 | 25:55 | 31:11 | 34:14 | 50:38 | 08:19 | 06:09 |
 | Wind Lace | 27 | 23.48% | 50.7 | 37.04% | +2.95% | -37.04% | +20.10% | 4.49% | 13:39 | -01:29 | 05:37 | 09:50 | 18:20 | 49:27 | 12:43 | 09:25 |
 | Overwhelming Blink | 2 | 1.74% | 49.3 | 100.00% | +66.37% | 0.00% | 0.00% | 0.00% | 1:03:40 | 46:28 | 46:28 | 1:20:51 | 1:20:51 | 1:20:51 | 34:23 | 25:28 |
 | Wraith Pact | 7 | 6.09% | 47.8 | 57.14% | +23.81% | -7.14% | -7.14% | 0.00% | 37:02 | 24:19 | 26:07 | 35:35 | 45:13 | 49:51 | 19:06 | 14:08 |
 | Lotus Orb | 17 | 14.78% | 46.3 | 41.18% | +7.51% | +8.82% | +33.82% | 2.19% | 32:07 | 23:32 | 24:40 | 29:42 | 36:06 | 49:14 | 11:26 | 08:28 |
 | Blight Stone | 8 | 6.96% | 44.8 | 50.00% | +16.36% | -50.00% | 0.00% | 50.00% | 01:52 | -01:29 | -01:29 | -01:29 | -01:28 | 25:13 | 00:01 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 2.61% | 43.3 | 66.67% | +32.74% | +33.33% | 0.00% | 0.00% | 38:59 | 24:37 | 24:37 | 42:47 | 49:34 | 49:34 | 24:57 | 18:28 |
 | Quelling Blade | 13 | 11.30% | 41.8 | 30.77% | -4.52% | +2.56% | +2.56% | 0.00% | 02:41 | -01:29 | -01:29 | -01:29 | -01:17 | 22:47 | 00:12 | 00:08 |
 | Tranquil Boots | 8 | 6.96% | 40.3 | 37.50% | +2.92% | +12.50% | +12.50% | 0.00% | 18:30 | 11:03 | 12:00 | 17:18 | 21:33 | 30:12 | 09:33 | 07:04 |
 | Aeon Disk | 1 | 0.87% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.87% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.87% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.87% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.87% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.87% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.87% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.87% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.87% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.87% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Dagon | 1 | 0.87% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |
 | Wraith Band | 6 | 5.22% | 22.4 | 33.33% | -1.53% | +16.67% | +66.67% | 0.00% | 11:08 | 01:49 | 02:46 | 02:58 | 25:36 | 28:33 | 22:50 | 16:54 |
 | Ghost Scepter | 9 | 7.83% | 20.9 | 22.22% | -13.63% | -22.22% | -22.22% | 0.00% | 31:52 | 23:12 | 26:24 | 29:10 | 33:16 | 45:30 | 06:52 | 05:05 |
 | Kaya | 2 | 1.74% | 19.4 | 50.00% | +15.49% | +50.00% | 0.00% | 0.00% | 38:20 | 32:22 | 32:22 | 44:17 | 44:17 | 44:17 | 11:55 | 08:49 |
 | Ethereal Blade | 2 | 1.74% | 17.9 | 50.00% | +15.49% | +50.00% | 0.00% | 0.00% | 43:15 | 32:50 | 32:50 | 53:40 | 53:40 | 53:40 | 20:50 | 15:25 |
 | Sange | 3 | 2.61% | 16.4 | 33.33% | -1.49% | -33.33% | 0.00% | 0.00% | 33:28 | 32:25 | 32:25 | 33:26 | 34:33 | 34:33 | 02:08 | 01:34 |
 | Heaven's Halberd | 4 | 3.48% | 14.9 | 25.00% | -10.14% | -25.00% | -25.00% | 0.00% | 35:12 | 32:59 | 32:59 | 34:03 | 35:02 | 38:45 | 02:03 | 01:31 |
 | Maelstrom | 1 | 0.87% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Javelin | 1 | 0.87% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Vanguard | 2 | 1.74% | 10.4 | 0.00% | -35.40% | 0.00% | 0.00% | 0.00% | 31:26 | 20:09 | 20:09 | 42:42 | 42:42 | 42:42 | 22:33 | 16:42 |
 | Linken's Sphere | 2 | 1.74% | 9.0 | 0.00% | -35.40% | 0.00% | 0.00% | 0.00% | 50:16 | 43:16 | 43:16 | 57:15 | 57:15 | 57:15 | 13:59 | 10:21 |
 | Soul Ring | 1 | 0.87% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 1.74% | 6.0 | 0.00% | -35.40% | 0.00% | 0.00% | 0.00% | 33:39 | 20:51 | 20:51 | 46:27 | 46:27 | 46:27 | 25:36 | 18:57 |
 | Rod of Atos | 1 | 0.87% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.74% | 3.0 | 0.00% | -35.40% | 0.00% | 0.00% | 0.00% | 31:05 | 19:28 | 19:28 | 42:42 | 42:42 | 42:42 | 23:14 | 17:12 |
 | Gleipnir | 1 | 0.87% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |