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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 | |
 | Buckler | 34 | 54.84% | 100.0 | 61.76% | +40.33% | +4.91% | +0.74% | -0.25% | 24:54 | 11:59 | 16:32 | 20:34 | 33:12 | 46:10 | 16:40 | 12:20 |
 | Guardian Greaves | 29 | 46.77% | 98.1 | 62.07% | +34.80% | -4.93% | -19.21% | -1.43% | 24:44 | 14:32 | 19:08 | 21:07 | 29:06 | 38:39 | 09:58 | 07:22 |
 | Mekansm | 32 | 51.61% | 96.3 | 56.25% | +26.25% | -6.25% | -18.75% | -1.02% | 21:03 | 11:00 | 14:48 | 17:26 | 27:04 | 38:20 | 12:16 | 09:05 |
 | Chainmail | 38 | 61.29% | 94.4 | 52.63% | +23.46% | -12.63% | -19.30% | -0.53% | 17:04 | 03:25 | 10:41 | 15:48 | 23:11 | 38:20 | 12:30 | 09:15 |
 | Heaven's Halberd | 16 | 25.81% | 92.6 | 62.50% | +25.54% | -12.50% | +12.50% | 8.29% | 27:13 | 19:14 | 25:22 | 26:41 | 28:23 | 35:14 | 03:01 | 02:14 |
 | Ring of Protection | 48 | 77.42% | 90.7 | 50.00% | +28.57% | -8.33% | +8.33% | 2.35% | 15:22 | -01:29 | 09:26 | 11:02 | 16:32 | 38:20 | 07:06 | 05:15 |
 | Headdress | 53 | 85.48% | 88.9 | 49.06% | +37.95% | -2.91% | -2.91% | 0.00% | 15:01 | 09:04 | 12:17 | 14:28 | 16:29 | 34:37 | 04:12 | 03:06 |
 | Ring of Health | 58 | 93.55% | 87.0 | 46.55% | +46.55% | -13.22% | +3.45% | 8.77% | 04:02 | 01:11 | 02:33 | 02:59 | 04:27 | 11:26 | 01:54 | 01:24 |
 | Vanguard | 56 | 90.32% | 85.2 | 46.43% | +29.76% | -10.72% | -3.57% | 2.42% | 07:30 | 04:27 | 05:40 | 06:31 | 08:37 | 22:36 | 02:57 | 02:11 |
 | Arcane Boots | 55 | 88.71% | 83.3 | 45.45% | +16.88% | +11.69% | +4.55% | -2.69% | 08:16 | 03:27 | 07:03 | 08:38 | 09:42 | 14:11 | 02:39 | 01:57 |
 | Boots of Speed | 62 | 100.00% | 81.5 | 43.55% | +43.55% | +6.45% | +3.12% | -0.88% | 05:22 | 01:41 | 03:23 | 06:16 | 07:11 | 09:50 | 03:48 | 02:48 |
 | Bracer | 3 | 4.84% | 79.6 | 100.00% | +59.32% | 0.00% | 0.00% | 0.00% | 06:19 | 04:03 | 04:03 | 04:58 | 09:56 | 09:56 | 05:53 | 04:21 |
 | Cornucopia | 3 | 4.84% | 77.8 | 100.00% | +59.32% | 0.00% | 0.00% | 0.00% | 50:06 | 42:50 | 42:50 | 50:41 | 56:47 | 56:47 | 13:57 | 10:20 |
 | Pipe of Insight | 44 | 70.97% | 75.9 | 45.45% | +6.56% | -9.09% | +9.10% | 3.52% | 19:43 | 12:33 | 15:30 | 18:32 | 20:40 | 51:29 | 05:10 | 03:49 |
 | Helm of Iron Will | 47 | 75.81% | 74.1 | 44.68% | +4.68% | +5.32% | +5.32% | 0.00% | 17:26 | 09:57 | 12:03 | 17:15 | 19:37 | 33:12 | 07:34 | 05:36 |
 | Assault Cuirass | 5 | 8.06% | 72.2 | 80.00% | +39.65% | -80.00% | +20.00% | 0.00% | 41:40 | 35:57 | 35:57 | 40:04 | 47:14 | 47:36 | 11:17 | 08:21 |
 | Lotus Orb | 14 | 22.58% | 70.4 | 57.14% | +17.56% | +17.86% | -23.81% | -6.51% | 30:45 | 21:00 | 28:04 | 29:44 | 34:28 | 40:03 | 06:24 | 04:44 |
 | Sange | 19 | 30.65% | 68.5 | 52.63% | +13.10% | -12.63% | -12.63% | 0.00% | 25:48 | 16:23 | 22:13 | 24:52 | 28:28 | 35:38 | 06:15 | 04:37 |
 | Soul Ring | 30 | 48.39% | 66.7 | 46.67% | +6.04% | -9.17% | -18.10% | -3.62% | 11:36 | 06:39 | 09:39 | 10:54 | 12:07 | 24:03 | 02:28 | 01:49 |
 | Crimson Guard | 45 | 72.58% | 64.8 | 42.22% | -4.84% | -5.86% | -5.86% | 0.00% | 19:11 | 11:56 | 13:42 | 19:09 | 22:24 | 33:51 | 08:42 | 06:26 |
 | Void Stone | 23 | 37.10% | 63.0 | 47.83% | +6.80% | +2.17% | +18.84% | 4.03% | 28:37 | 12:54 | 26:58 | 28:42 | 31:06 | 39:34 | 04:08 | 03:03 |
 | Magic Wand | 43 | 69.35% | 61.1 | 39.53% | -13.10% | +5.92% | -30.44% | -3.93% | 06:52 | -01:29 | -01:28 | 07:58 | 10:43 | 16:23 | 12:11 | 09:01 |
 | Quelling Blade | 31 | 50.00% | 59.3 | 38.71% | -9.68% | +11.29% | +11.29% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Shiva's Guard | 9 | 14.52% | 57.4 | 55.56% | +14.05% | +44.44% | -5.56% | -3.83% | 38:15 | 28:06 | 30:08 | 36:31 | 43:12 | 50:09 | 13:04 | 09:40 |
 | Black King Bar | 9 | 14.52% | 55.6 | 55.56% | +14.05% | -55.56% | -5.56% | 2.55% | 36:02 | 21:06 | 23:26 | 33:11 | 43:02 | 1:02:28 | 19:36 | 14:31 |
 | Magic Stick | 35 | 56.45% | 53.7 | 37.14% | -14.71% | -3.81% | +7.30% | 1.57% | 04:51 | -01:29 | -01:28 | 04:45 | 08:33 | 14:58 | 10:01 | 07:25 |
 | Boots of Travel | 2 | 3.23% | 51.9 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 46:25 | 46:05 | 46:05 | 46:44 | 46:44 | 46:44 | 00:39 | 00:28 |
 | Nullifier | 2 | 3.23% | 50.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 33:24 | 29:36 | 29:36 | 37:11 | 37:11 | 37:11 | 07:35 | 05:37 |
 | Wind Lace | 20 | 32.26% | 48.1 | 35.00% | -12.62% | -15.00% | +25.00% | 1.75% | 11:58 | -01:29 | -01:29 | 07:55 | 24:22 | 33:25 | 25:51 | 19:08 |
 | Crown | 9 | 14.52% | 46.3 | 44.44% | +1.04% | -44.44% | +5.56% | 13.39% | 14:13 | 07:57 | 08:40 | 11:10 | 12:24 | 33:25 | 03:44 | 02:45 |
 | Scythe of Vyse | 6 | 9.68% | 44.4 | 50.00% | +7.14% | 0.00% | -50.00% | 0.00% | 44:08 | 36:48 | 37:16 | 40:06 | 52:03 | 52:45 | 14:47 | 10:57 |
 | Rod of Atos | 8 | 12.90% | 42.6 | 37.50% | -6.94% | -37.50% | +12.50% | 19.11% | 15:33 | 12:03 | 13:12 | 14:12 | 15:49 | 24:20 | 02:37 | 01:56 |
 | Blight Stone | 1 | 1.61% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.61% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.61% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:42 | 1:07:42 | 1:07:42 | 1:07:42 | 1:07:42 | 1:07:42 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.61% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.61% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:29 | 52:29 | 52:29 | 52:29 | 52:29 | 52:29 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.61% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.61% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.61% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:37 | 1:10:37 | 1:10:37 | 1:10:37 | 1:10:37 | 1:10:37 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.61% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.61% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 00:00 | 00:00 |
 | Phase Boots | 6 | 9.68% | 22.2 | 33.33% | -11.31% | +16.67% | +66.67% | 0.00% | 06:30 | 05:16 | 05:30 | 05:41 | 06:45 | 09:28 | 01:15 | 00:55 |
 | Aghanim's Shard | 7 | 11.29% | 20.4 | 28.57% | -16.88% | -28.57% | +21.43% | 11.07% | 28:55 | 17:47 | 23:07 | 25:45 | 27:38 | 56:38 | 04:31 | 03:20 |
 | Heart of Tarrasque | 2 | 3.23% | 18.5 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 45:54 | 39:05 | 39:05 | 52:43 | 52:43 | 52:43 | 13:38 | 10:05 |
 | Morbid Mask | 3 | 4.84% | 16.7 | 33.33% | -10.74% | -33.33% | 0.00% | 0.00% | 45:10 | 34:39 | 34:39 | 34:52 | 1:05:58 | 1:05:58 | 31:19 | 23:11 |
 | Bottle | 3 | 4.84% | 14.8 | 33.33% | -10.74% | -33.33% | 0.00% | 0.00% | 01:48 | 01:34 | 01:34 | 01:51 | 01:58 | 01:58 | 00:24 | 00:17 |
 | Eul's Scepter of Divinity | 6 | 9.68% | 13.0 | 16.67% | -29.76% | -16.67% | -16.67% | 0.00% | 23:59 | 14:43 | 21:44 | 22:01 | 28:09 | 31:14 | 06:25 | 04:45 |
 | Octarine Core | 1 | 1.61% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.61% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 3.23% | 7.4 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 32:26 | 29:59 | 29:59 | 34:52 | 34:52 | 34:52 | 04:53 | 03:37 |
 | Vladmir's Offering | 2 | 3.23% | 5.6 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 35:27 | 34:52 | 34:52 | 36:01 | 36:01 | 36:01 | 01:09 | 00:51 |
 | Fluffy Hat | 2 | 3.23% | 3.7 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 25:52 | 19:58 | 19:58 | 31:45 | 31:45 | 31:45 | 11:47 | 08:43 |
 | Power Treads | 1 | 1.61% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:26 | 05:26 | 05:26 | 05:26 | 05:26 | 05:26 | 00:00 | 00:00 |