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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 | |
 | Octarine Core | 20 | 16.13% | 100.0 | 80.00% | +32.88% | 0.00% | -20.00% | -3.34% | 35:08 | 22:24 | 30:18 | 33:47 | 36:17 | 56:01 | 05:59 | 04:25 |
 | Boots of Travel | 9 | 7.26% | 98.1 | 88.89% | +39.32% | +11.11% | +11.11% | 0.00% | 39:04 | 26:01 | 33:26 | 39:50 | 45:08 | 49:06 | 11:42 | 08:40 |
 | Void Stone | 48 | 38.71% | 96.3 | 64.58% | +19.84% | +18.75% | -22.91% | -4.28% | 32:52 | 19:44 | 27:27 | 31:14 | 37:11 | 51:19 | 09:44 | 07:12 |
 | Aether Lens | 36 | 29.03% | 94.4 | 66.67% | +20.08% | +22.22% | -11.11% | -4.58% | 31:16 | 20:28 | 26:37 | 30:01 | 33:54 | 55:18 | 07:17 | 05:23 |
 | Arcane Boots | 77 | 62.10% | 92.6 | 59.74% | +19.31% | +13.94% | -1.85% | -3.08% | 09:50 | 03:59 | 05:06 | 06:23 | 10:14 | 41:20 | 05:08 | 03:48 |
 | Magic Stick | 59 | 47.58% | 90.7 | 61.02% | +16.40% | -7.69% | +5.65% | 1.95% | 04:21 | -01:29 | -01:29 | -01:29 | 08:20 | 24:36 | 09:49 | 07:16 |
 | Magic Wand | 50 | 40.32% | 88.9 | 60.00% | +12.70% | -13.85% | -10.00% | 0.23% | 09:59 | -01:30 | -01:29 | 09:01 | 18:09 | 33:51 | 19:38 | 14:32 |
 | Black King Bar | 83 | 66.94% | 87.0 | 55.42% | +9.08% | +16.01% | -17.32% | -4.62% | 27:42 | 13:02 | 23:40 | 26:27 | 30:53 | 45:45 | 07:13 | 05:20 |
 | Helm of the Dominator | 108 | 87.10% | 85.2 | 53.70% | +9.95% | +12.97% | +1.86% | -3.42% | 10:23 | 06:45 | 08:47 | 10:20 | 12:02 | 15:49 | 03:15 | 02:24 |
 | Helm of the Overlord | 102 | 82.26% | 83.3 | 53.92% | +8.47% | +7.62% | -17.92% | -10.02% | 17:25 | 12:44 | 15:56 | 17:08 | 18:29 | 23:37 | 02:33 | 01:53 |
 | Buckler | 113 | 91.13% | 81.5 | 53.10% | +7.65% | +11.19% | -10.24% | -7.10% | 12:42 | 07:39 | 10:45 | 12:16 | 13:46 | 33:07 | 03:01 | 02:14 |
 | Helm of Iron Will | 111 | 89.52% | 79.6 | 53.15% | +7.00% | +18.28% | -3.15% | -4.26% | 06:10 | 02:23 | 03:33 | 05:17 | 08:35 | 13:06 | 05:02 | 03:43 |
 | Vladmir's Offering | 109 | 87.90% | 77.8 | 53.21% | +6.54% | +2.35% | -8.77% | -3.81% | 15:41 | 11:10 | 13:41 | 15:14 | 16:36 | 33:25 | 02:55 | 02:09 |
 | Crown | 109 | 87.90% | 75.9 | 53.21% | +6.54% | +13.46% | -5.06% | -4.52% | 07:35 | 02:33 | 05:22 | 07:24 | 09:28 | 14:07 | 04:06 | 03:02 |
 | Morbid Mask | 109 | 87.90% | 74.1 | 53.21% | +6.54% | +2.35% | -16.17% | -6.31% | 14:39 | 10:31 | 12:37 | 14:08 | 15:33 | 31:27 | 02:56 | 02:10 |
 | Boots of Speed | 124 | 100.00% | 72.2 | 52.42% | +52.42% | -0.81% | -7.26% | -0.60% | 08:18 | 01:34 | 02:36 | 04:56 | 13:22 | 24:36 | 10:46 | 07:58 |
 | Tranquil Boots | 10 | 8.06% | 70.4 | 80.00% | +30.00% | +20.00% | -30.00% | 0.00% | 31:22 | 17:09 | 22:21 | 31:45 | 35:41 | 48:48 | 13:20 | 09:52 |
 | Boots of Bearing | 10 | 8.06% | 68.5 | 80.00% | +30.00% | -13.33% | -30.00% | 0.00% | 35:26 | 19:56 | 28:08 | 33:10 | 43:43 | 50:20 | 15:35 | 11:32 |
 | Ring of Protection | 114 | 91.94% | 66.7 | 52.63% | +2.63% | +2.54% | +0.94% | -0.45% | 10:59 | -01:29 | 09:49 | 11:44 | 13:24 | 33:07 | 03:35 | 02:39 |
 | Ring of Basilius | 112 | 90.32% | 64.8 | 52.68% | +2.68% | +4.46% | -9.82% | -1.47% | 08:05 | -01:29 | 02:10 | 09:15 | 11:51 | 29:37 | 09:41 | 07:10 |
 | Quelling Blade | 102 | 82.26% | 63.0 | 52.94% | +2.94% | -26.02% | +3.06% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 19:04 | 00:00 | 00:00 |
 | Wind Lace | 71 | 57.26% | 61.1 | 54.93% | +5.87% | +11.74% | -21.60% | -6.99% | 16:46 | -01:20 | 14:29 | 17:18 | 19:15 | 48:48 | 04:46 | 03:31 |
 | Drum of Endurance | 18 | 14.52% | 59.3 | 66.67% | +16.67% | +13.33% | -41.67% | -5.65% | 25:11 | 07:13 | 18:24 | 21:44 | 28:08 | 48:48 | 09:44 | 07:12 |
 | Blink Dagger | 66 | 53.23% | 57.4 | 53.03% | +1.31% | +5.79% | +3.22% | -0.29% | 29:23 | 15:31 | 24:47 | 28:30 | 33:46 | 48:35 | 08:59 | 06:39 |
 | Aghanim's Shard | 39 | 31.45% | 55.6 | 53.85% | +2.09% | +16.15% | -3.85% | -1.75% | 31:50 | 16:05 | 24:12 | 30:40 | 35:37 | 1:11:10 | 11:25 | 08:27 |
 | Headdress | 22 | 17.74% | 53.7 | 54.55% | +2.59% | -21.22% | +5.45% | 2.66% | 17:27 | 07:41 | 11:37 | 17:09 | 21:38 | 32:15 | 10:01 | 07:25 |
 | Aeon Disk | 9 | 7.26% | 51.9 | 66.67% | +15.37% | +33.33% | -66.67% | 0.00% | 50:02 | 27:08 | 39:00 | 50:40 | 52:16 | 1:15:53 | 13:16 | 09:49 |
 | Hood of Defiance | 10 | 8.06% | 50.0 | 60.00% | +8.25% | -26.67% | +40.00% | 0.00% | 18:18 | 08:33 | 18:52 | 19:36 | 21:31 | 23:18 | 02:39 | 01:57 |
 | Assault Cuirass | 10 | 8.06% | 48.1 | 60.00% | +8.25% | +6.67% | -10.00% | 0.00% | 32:55 | 22:42 | 30:27 | 33:31 | 37:06 | 39:21 | 06:39 | 04:55 |
 | Chainmail | 18 | 14.52% | 46.3 | 44.44% | -9.33% | -4.44% | +5.56% | 1.18% | 16:54 | 09:30 | 12:18 | 16:36 | 20:47 | 25:08 | 08:29 | 06:17 |
 | Guardian Greaves | 15 | 12.10% | 44.4 | 46.67% | -6.54% | +28.33% | -21.67% | -9.26% | 22:52 | 14:05 | 19:48 | 20:57 | 25:12 | 34:37 | 05:24 | 04:00 |
 | Aghanim's Scepter | 9 | 7.26% | 42.6 | 55.56% | +3.39% | +44.44% | -5.56% | 0.00% | 24:04 | 13:46 | 16:27 | 19:31 | 31:26 | 44:30 | 14:59 | 11:05 |
 | Pipe of Insight | 9 | 7.26% | 40.7 | 55.56% | +3.39% | -5.56% | -5.56% | 0.00% | 22:48 | 13:26 | 14:20 | 23:08 | 26:42 | 31:12 | 12:22 | 09:09 |
 | Arcane Blink | 4 | 3.23% | 38.9 | 75.00% | +23.33% | +25.00% | -75.00% | 0.00% | 49:52 | 35:49 | 35:49 | 36:02 | 56:29 | 1:11:06 | 20:40 | 15:18 |
 | Solar Crest | 2 | 1.61% | 37.0 | 100.00% | +48.36% | 0.00% | 0.00% | 0.00% | 21:31 | 20:56 | 20:56 | 22:05 | 22:05 | 22:05 | 01:09 | 00:51 |
 | Mekansm | 17 | 13.71% | 35.2 | 41.18% | -13.03% | +8.82% | +8.82% | 0.00% | 18:31 | 11:20 | 13:37 | 17:28 | 20:47 | 32:15 | 07:10 | 05:18 |
 | Ring of Health | 18 | 14.52% | 33.3 | 38.89% | -15.83% | +1.11% | -13.89% | -0.73% | 27:48 | 05:52 | 18:42 | 21:23 | 39:17 | 53:54 | 20:35 | 15:14 |
 | Scythe of Vyse | 11 | 8.87% | 31.5 | 45.45% | -7.65% | +21.22% | -12.12% | 0.00% | 46:43 | 31:58 | 43:07 | 45:53 | 46:47 | 1:13:27 | 03:40 | 02:42 |
 | Force Staff | 9 | 7.26% | 29.6 | 44.44% | -8.60% | +55.56% | -44.44% | 0.00% | 33:13 | 27:07 | 28:13 | 29:24 | 31:26 | 56:29 | 03:13 | 02:22 |
 | Fluffy Hat | 9 | 7.26% | 27.8 | 44.44% | -8.60% | -44.44% | -44.44% | 0.00% | 31:44 | 23:45 | 24:08 | 29:24 | 31:26 | 56:29 | 07:18 | 05:24 |
 | Medallion of Courage | 3 | 2.42% | 25.9 | 66.67% | +14.60% | +33.33% | 0.00% | 0.00% | 19:51 | 18:15 | 18:15 | 20:04 | 21:15 | 21:15 | 03:00 | 02:13 |
 | Boots of Travel 2 | 3 | 2.42% | 24.1 | 66.67% | +14.60% | +33.33% | 0.00% | 0.00% | 1:03:39 | 43:50 | 43:50 | 1:05:23 | 1:21:44 | 1:21:44 | 37:54 | 28:04 |
 | Blight Stone | 3 | 2.42% | 22.2 | 66.67% | +14.60% | +33.33% | 0.00% | 0.00% | 19:47 | 18:15 | 18:15 | 19:52 | 21:15 | 21:15 | 03:00 | 02:13 |
 | Refresher Orb | 8 | 6.45% | 20.4 | 37.50% | -15.95% | +12.50% | -37.50% | 0.00% | 44:51 | 37:32 | 39:18 | 42:56 | 48:58 | 55:16 | 09:40 | 07:09 |
 | Power Treads | 4 | 3.23% | 18.5 | 50.00% | -2.50% | -50.00% | -50.00% | 0.00% | 06:41 | 05:38 | 05:38 | 06:05 | 06:50 | 08:09 | 01:12 | 00:53 |
 | Crimson Guard | 4 | 3.23% | 16.7 | 50.00% | -2.50% | +50.00% | +50.00% | 0.00% | 22:34 | 16:18 | 16:18 | 16:31 | 26:53 | 30:35 | 10:35 | 07:50 |
 | Bottle | 4 | 3.23% | 14.8 | 50.00% | -2.50% | -50.00% | -50.00% | 0.00% | 01:21 | 01:15 | 01:15 | 01:18 | 01:21 | 01:30 | 00:06 | 00:04 |
 | Vanguard | 4 | 3.23% | 13.0 | 50.00% | -2.50% | -50.00% | -50.00% | 0.00% | 19:53 | 12:38 | 12:38 | 14:17 | 26:04 | 26:32 | 13:26 | 09:57 |
 | Bracer | 1 | 0.81% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.81% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.81% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Heaven's Halberd | 3 | 2.42% | 5.6 | 33.33% | -19.56% | -33.33% | 0.00% | 0.00% | 41:50 | 32:04 | 32:04 | 36:09 | 57:16 | 57:16 | 25:12 | 18:40 |
 | Sange | 3 | 2.42% | 3.7 | 33.33% | -19.56% | -33.33% | 0.00% | 0.00% | 38:45 | 28:16 | 28:16 | 30:59 | 56:59 | 56:59 | 28:43 | 21:16 |
 | Overwhelming Blink | 1 | 0.81% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:32 | 1:08:32 | 1:08:32 | 1:08:32 | 1:08:32 | 1:08:32 | 00:00 | 00:00 |