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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 | |
 | Wind Lace | 52 | 33.99% | 100.0 | 73.08% | +30.51% | +3.84% | -3.85% | -0.54% | 19:33 | -01:29 | 11:49 | 20:57 | 26:02 | 32:04 | 14:13 | 10:31 |
 | Solar Crest | 35 | 22.88% | 98.4 | 74.29% | +27.68% | +14.60% | -7.62% | -3.82% | 26:37 | 18:42 | 23:48 | 26:58 | 29:37 | 33:36 | 05:49 | 04:18 |
 | Aghanim's Shard | 19 | 12.42% | 96.8 | 78.95% | +29.70% | +1.05% | -18.95% | -2.41% | 30:55 | 20:38 | 22:20 | 27:49 | 30:37 | 1:14:53 | 08:17 | 06:08 |
 | Shiva's Guard | 6 | 3.92% | 95.2 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 35:06 | 30:48 | 31:19 | 31:53 | 38:49 | 39:32 | 07:30 | 05:33 |
 | Ring of Basilius | 60 | 39.22% | 93.7 | 63.33% | +17.09% | +10.00% | +16.67% | 0.45% | 14:07 | 03:10 | 06:52 | 11:23 | 21:44 | 32:20 | 14:52 | 11:00 |
 | Vladmir's Offering | 50 | 32.68% | 92.1 | 64.00% | +16.43% | +5.23% | +2.67% | -0.25% | 21:23 | 11:04 | 15:59 | 20:40 | 26:24 | 36:35 | 10:25 | 07:42 |
 | Phase Boots | 112 | 73.20% | 90.5 | 58.04% | +19.02% | -15.18% | +2.67% | 5.64% | 09:28 | 04:53 | 07:52 | 09:16 | 11:02 | 19:01 | 03:10 | 02:20 |
 | Blight Stone | 64 | 41.83% | 88.9 | 60.94% | +13.75% | +7.81% | -10.94% | -1.89% | 17:02 | -01:29 | 12:20 | 17:15 | 22:14 | 35:21 | 09:54 | 07:20 |
 | Blink Dagger | 122 | 79.74% | 87.3 | 56.56% | +17.85% | +11.18% | -6.56% | -2.85% | 19:51 | 10:50 | 16:08 | 18:56 | 22:22 | 37:44 | 06:14 | 04:37 |
 | Ring of Protection | 115 | 75.16% | 85.7 | 56.52% | +14.41% | +15.89% | +2.10% | -1.78% | 04:34 | -01:29 | -01:29 | -01:25 | 09:15 | 31:59 | 10:44 | 07:57 |
 | Chainmail | 137 | 89.54% | 84.1 | 55.47% | +24.22% | -2.53% | -8.41% | -1.34% | 10:07 | 01:53 | 06:46 | 08:40 | 11:09 | 35:20 | 04:23 | 03:14 |
 | Void Stone | 23 | 15.03% | 82.5 | 69.57% | +19.57% | +30.43% | -19.57% | -3.51% | 34:43 | 15:09 | 25:50 | 33:15 | 40:05 | 55:20 | 14:15 | 10:33 |
 | Buckler | 68 | 44.44% | 81.0 | 58.82% | +10.58% | +5.89% | -5.88% | -0.92% | 18:49 | 03:20 | 12:12 | 16:40 | 25:03 | 36:27 | 12:51 | 09:31 |
 | Medallion of Courage | 53 | 34.64% | 79.4 | 60.38% | +11.38% | -6.53% | -6.53% | 0.00% | 20:53 | 10:43 | 16:17 | 21:07 | 24:40 | 35:21 | 08:23 | 06:12 |
 | Magic Wand | 128 | 83.66% | 77.8 | 54.69% | +10.69% | -4.69% | +10.94% | 3.01% | 08:08 | 01:13 | 05:07 | 08:02 | 10:19 | 28:51 | 05:12 | 03:51 |
 | Morbid Mask | 69 | 45.10% | 76.2 | 57.97% | +9.16% | -5.03% | +6.74% | 1.01% | 13:47 | 03:03 | 06:53 | 11:21 | 18:31 | 36:09 | 11:38 | 08:37 |
 | Magic Stick | 146 | 95.42% | 74.6 | 53.42% | +10.56% | +0.63% | -0.64% | -0.19% | 03:54 | -01:29 | 00:51 | 03:04 | 07:28 | 15:13 | 06:37 | 04:54 |
 | Boots of Speed | 153 | 100.00% | 73.0 | 52.94% | +52.94% | +4.95% | +7.59% | 1.06% | 05:08 | -01:29 | 03:51 | 05:07 | 06:21 | 11:44 | 02:30 | 01:51 |
 | Quelling Blade | 143 | 93.46% | 71.4 | 52.45% | -7.55% | +11.44% | +3.11% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 02:01 | 00:00 | 00:00 |
 | Fluffy Hat | 15 | 9.80% | 69.8 | 73.33% | +22.61% | +26.67% | -23.33% | 0.00% | 04:46 | -01:29 | 02:31 | 04:40 | 05:31 | 12:21 | 03:00 | 02:13 |
 | Bracer | 65 | 42.48% | 68.3 | 56.92% | +6.92% | +5.58% | -0.67% | -6.05% | 02:48 | -01:29 | 02:00 | 02:19 | 03:02 | 07:16 | 01:02 | 00:45 |
 | Ring of Health | 99 | 64.71% | 66.7 | 50.51% | -6.90% | +1.49% | +1.49% | 0.00% | 13:10 | 02:42 | 09:45 | 11:56 | 14:39 | 43:56 | 04:54 | 03:37 |
 | Orb of Venom | 20 | 13.07% | 65.1 | 65.00% | +13.87% | -5.00% | -5.00% | 0.00% | 03:21 | -01:28 | 01:40 | 03:03 | 03:49 | 10:29 | 02:09 | 01:35 |
 | Headdress | 47 | 30.72% | 63.5 | 53.19% | +0.36% | +13.48% | -11.52% | -4.32% | 18:29 | 10:03 | 15:22 | 19:21 | 21:09 | 27:54 | 05:47 | 04:17 |
 | Orb of Corrosion | 13 | 8.50% | 61.9 | 69.23% | +17.80% | -2.56% | -2.56% | 0.00% | 06:14 | 02:43 | 03:20 | 05:27 | 07:46 | 13:05 | 04:26 | 03:17 |
 | Hood of Defiance | 92 | 60.13% | 60.3 | 47.83% | -12.83% | +4.34% | -13.05% | -5.58% | 12:21 | 05:14 | 10:29 | 11:56 | 13:36 | 23:50 | 03:07 | 02:18 |
 | Pipe of Insight | 32 | 20.92% | 58.7 | 53.13% | +0.24% | +21.87% | -3.13% | -4.87% | 21:06 | 14:20 | 18:09 | 20:29 | 23:17 | 32:39 | 05:08 | 03:48 |
 | Soul Ring | 54 | 35.29% | 57.1 | 48.15% | -7.41% | +1.85% | -2.00% | -1.17% | 06:49 | 02:08 | 04:46 | 06:04 | 08:03 | 17:11 | 03:17 | 02:25 |
 | Tranquil Boots | 6 | 3.92% | 55.6 | 83.33% | +31.63% | +16.67% | +16.67% | 0.00% | 13:36 | 08:56 | 10:03 | 10:04 | 15:14 | 25:18 | 05:11 | 03:50 |
 | Lotus Orb | 10 | 6.54% | 54.0 | 70.00% | +18.25% | +30.00% | -20.00% | 0.00% | 31:37 | 20:03 | 27:20 | 31:45 | 38:01 | 40:15 | 10:41 | 07:54 |
 | Refresher Orb | 8 | 5.23% | 52.4 | 75.00% | +23.28% | +25.00% | -25.00% | 0.00% | 44:24 | 35:31 | 39:38 | 42:17 | 44:06 | 55:21 | 04:28 | 03:18 |
 | Arcane Blink | 8 | 5.23% | 50.8 | 75.00% | +23.28% | +25.00% | -25.00% | 0.00% | 33:04 | 22:14 | 26:50 | 28:29 | 39:20 | 47:03 | 12:30 | 09:15 |
 | Aghanim's Scepter | 9 | 5.88% | 49.2 | 66.67% | +14.59% | +33.33% | -66.67% | 0.00% | 27:40 | 17:47 | 18:29 | 28:06 | 32:02 | 37:32 | 13:33 | 10:02 |
 | Heart of Tarrasque | 3 | 1.96% | 47.6 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 41:57 | 32:18 | 32:18 | 32:59 | 60:34 | 60:34 | 28:16 | 20:56 |
 | Skull Basher | 3 | 1.96% | 46.0 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 37:25 | 25:44 | 25:44 | 29:56 | 56:34 | 56:34 | 30:50 | 22:50 |
 | Sange | 21 | 13.73% | 44.4 | 47.62% | -6.17% | -7.62% | -27.62% | -1.51% | 24:01 | 11:29 | 16:34 | 19:46 | 29:48 | 46:48 | 13:14 | 09:48 |
 | Heaven's Halberd | 16 | 10.46% | 42.9 | 50.00% | -3.28% | -25.00% | 0.00% | 3.61% | 25:28 | 15:24 | 19:54 | 21:59 | 26:50 | 44:10 | 06:56 | 05:08 |
 | Bottle | 28 | 18.30% | 41.3 | 42.86% | -12.34% | +14.28% | 0.00% | -7.86% | 03:36 | 01:58 | 02:36 | 03:19 | 04:25 | 08:21 | 01:49 | 01:20 |
 | Mekansm | 18 | 11.76% | 39.7 | 44.44% | -9.63% | +35.56% | -19.44% | -9.68% | 19:36 | 11:49 | 16:13 | 19:49 | 21:54 | 30:08 | 05:41 | 04:12 |
 | Guardian Greaves | 15 | 9.80% | 38.1 | 46.67% | -6.95% | +3.33% | -21.67% | 0.00% | 27:14 | 18:40 | 24:54 | 26:59 | 28:33 | 36:41 | 03:39 | 02:42 |
 | Urn of Shadows | 4 | 2.61% | 36.5 | 75.00% | +22.65% | +25.00% | +25.00% | 0.00% | 05:05 | 03:37 | 03:37 | 04:04 | 04:29 | 08:09 | 00:52 | 00:38 |
 | Arcane Boots | 28 | 18.30% | 34.9 | 35.71% | -21.09% | +21.43% | -35.71% | -10.95% | 10:36 | 04:56 | 08:16 | 09:48 | 13:29 | 15:58 | 05:13 | 03:51 |
 | Vanguard | 2 | 1.31% | 33.3 | 100.00% | +47.68% | 0.00% | 0.00% | 0.00% | 32:30 | 30:10 | 30:10 | 34:50 | 34:50 | 34:50 | 04:40 | 03:27 |
 | Drum of Endurance | 2 | 1.31% | 31.7 | 100.00% | +47.68% | 0.00% | 0.00% | 0.00% | 18:56 | 13:25 | 13:25 | 24:26 | 24:26 | 24:26 | 11:01 | 08:09 |
 | Falcon Blade | 2 | 1.31% | 30.2 | 100.00% | +47.68% | 0.00% | 0.00% | 0.00% | 06:41 | 06:21 | 06:21 | 07:01 | 07:01 | 07:01 | 00:40 | 00:29 |
 | Abyssal Blade | 2 | 1.31% | 28.6 | 100.00% | +47.68% | 0.00% | 0.00% | 0.00% | 32:34 | 30:14 | 30:14 | 34:53 | 34:53 | 34:53 | 04:39 | 03:26 |
 | Force Staff | 12 | 7.84% | 27.0 | 41.67% | -12.23% | +58.33% | +25.00% | 0.00% | 24:03 | 12:41 | 19:49 | 22:35 | 28:25 | 38:34 | 08:36 | 06:22 |
 | Ghost Scepter | 14 | 9.15% | 25.4 | 35.71% | -18.97% | -10.71% | -35.71% | 0.00% | 31:46 | 21:05 | 25:44 | 31:09 | 36:40 | 48:25 | 10:56 | 08:05 |
 | Octarine Core | 3 | 1.96% | 23.8 | 66.67% | +14.00% | +33.33% | 0.00% | 0.00% | 60:04 | 41:45 | 41:45 | 1:08:51 | 1:09:36 | 1:09:36 | 27:51 | 20:37 |
 | Aether Lens | 3 | 1.96% | 22.2 | 66.67% | +14.00% | +33.33% | 0.00% | 0.00% | 59:40 | 40:34 | 40:34 | 1:08:51 | 1:09:36 | 1:09:36 | 29:02 | 21:30 |
 | Desolator | 7 | 4.58% | 20.6 | 42.86% | -10.56% | +7.14% | -42.86% | 0.00% | 22:37 | 16:02 | 19:49 | 20:55 | 23:53 | 32:32 | 04:04 | 03:00 |
 | Eul's Scepter of Divinity | 4 | 2.61% | 19.0 | 50.00% | -3.02% | +50.00% | -50.00% | 0.00% | 31:39 | 21:11 | 21:11 | 21:47 | 28:06 | 55:32 | 06:55 | 05:07 |
 | Black King Bar | 9 | 5.88% | 17.5 | 33.33% | -20.84% | +16.67% | +16.67% | 0.00% | 30:59 | 26:02 | 26:22 | 29:50 | 31:45 | 41:11 | 05:23 | 03:59 |
 | Assault Cuirass | 1 | 0.65% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.65% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.65% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.65% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.65% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.65% | 7.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.65% | 6.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Satanic | 3 | 1.96% | 4.8 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 24:35 | 15:50 | 15:50 | 27:05 | 30:50 | 30:50 | 15:00 | 11:06 |
 | Wraith Band | 1 | 0.65% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.65% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 00:00 | 00:00 |