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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 | |
 | Vanguard | 55 | 59.78% | 100.0 | 61.82% | +32.09% | +2.47% | +2.47% | 0.00% | 11:10 | 04:27 | 06:20 | 09:12 | 16:10 | 27:18 | 09:50 | 07:17 |
 | Ring of Health | 59 | 64.13% | 96.6 | 59.32% | +29.02% | -12.65% | +14.01% | 3.07% | 08:13 | 02:01 | 02:59 | 04:51 | 11:40 | 26:33 | 08:41 | 06:26 |
 | Chainmail | 72 | 78.26% | 92.5 | 55.56% | +30.56% | -16.67% | 0.00% | 1.79% | 15:07 | 02:24 | 09:57 | 15:13 | 19:16 | 1:02:30 | 09:18 | 06:53 |
 | Black King Bar | 38 | 41.30% | 92.4 | 60.53% | +19.79% | +9.47% | +9.47% | 0.00% | 30:02 | 19:31 | 25:54 | 28:59 | 34:09 | 43:32 | 08:14 | 06:06 |
 | Blade Mail | 64 | 69.57% | 92.3 | 56.25% | +24.11% | +6.25% | 0.00% | -1.15% | 22:02 | 11:42 | 17:39 | 20:44 | 23:04 | 1:02:30 | 05:24 | 04:00 |
 | Force Staff | 20 | 21.74% | 87.8 | 65.00% | +20.56% | -45.00% | +35.00% | 15.23% | 26:26 | 16:37 | 23:56 | 25:40 | 29:11 | 40:06 | 05:15 | 03:53 |
 | Magic Wand | 41 | 44.57% | 86.0 | 56.10% | +12.96% | -1.55% | +7.54% | 1.30% | 11:40 | -01:29 | 07:27 | 10:47 | 14:27 | 27:55 | 07:00 | 05:11 |
 | Blink Dagger | 91 | 98.91% | 84.7 | 49.45% | +49.45% | +2.72% | -14.67% | -4.35% | 13:04 | 06:44 | 10:53 | 12:30 | 14:53 | 23:32 | 04:00 | 02:57 |
 | Iron Talon | 17 | 18.48% | 83.4 | 64.71% | +19.38% | -7.57% | -4.71% | 2.86% | -00:33 | -01:28 | -01:26 | -01:25 | -01:17 | 05:09 | 00:09 | 00:06 |
 | Void Stone | 17 | 18.48% | 83.4 | 64.71% | +19.38% | -4.71% | -24.71% | -2.54% | 33:30 | 20:24 | 27:44 | 31:03 | 35:36 | 1:01:33 | 07:52 | 05:49 |
 | Boots of Speed | 89 | 96.74% | 82.5 | 48.31% | -18.36% | -4.83% | +3.86% | 2.90% | 04:03 | 01:03 | 02:29 | 03:30 | 05:29 | 08:41 | 03:00 | 02:13 |
 | Quelling Blade | 48 | 52.17% | 81.4 | 52.08% | +6.63% | -5.02% | +14.59% | 19.61% | 00:08 | -01:29 | -01:26 | -00:58 | 01:00 | 10:55 | 02:26 | 01:48 |
 | Lotus Orb | 6 | 6.52% | 78.6 | 83.33% | +36.82% | +16.67% | -33.33% | -8.85% | 33:31 | 21:46 | 30:33 | 33:24 | 36:12 | 45:47 | 05:39 | 04:11 |
 | Ring of Protection | 53 | 57.61% | 77.6 | 49.06% | +0.34% | -9.06% | -13.35% | -2.38% | 00:54 | -11:45 | -01:26 | -01:22 | 03:14 | 12:13 | 04:40 | 03:27 |
 | Wind Lace | 42 | 45.65% | 76.0 | 50.00% | +2.00% | -4.55% | -13.64% | -1.50% | 10:02 | -01:27 | 04:23 | 07:06 | 10:26 | 49:50 | 06:03 | 04:29 |
 | Magic Stick | 61 | 66.30% | 74.0 | 45.90% | -8.94% | -20.90% | +10.35% | 5.51% | 06:59 | -01:29 | 03:38 | 06:52 | 09:18 | 19:19 | 05:40 | 04:11 |
 | Tranquil Boots | 50 | 54.35% | 71.6 | 46.00% | -6.38% | +7.85% | +0.15% | -2.17% | 06:19 | 02:40 | 04:01 | 05:25 | 07:33 | 14:54 | 03:32 | 02:37 |
 | Eul's Scepter of Divinity | 11 | 11.96% | 69.6 | 63.64% | +16.73% | +3.03% | +3.03% | 0.00% | 31:16 | 22:37 | 27:09 | 30:18 | 34:00 | 49:50 | 06:50 | 05:04 |
 | Crimson Guard | 9 | 9.78% | 68.0 | 66.67% | +19.68% | +33.33% | -33.34% | -5.55% | 25:22 | 14:56 | 20:23 | 23:17 | 32:24 | 34:09 | 12:01 | 08:54 |
 | Arcane Boots | 3 | 3.26% | 68.0 | 100.00% | +52.81% | 0.00% | 0.00% | 0.00% | 12:16 | 07:38 | 09:49 | 12:01 | 14:35 | 17:10 | 04:46 | 03:31 |
 | Phase Boots | 25 | 27.17% | 64.1 | 48.00% | -1.25% | -19.43% | -5.14% | 4.47% | 09:49 | 04:42 | 07:52 | 09:23 | 11:04 | 16:34 | 03:12 | 02:22 |
 | Buckler | 10 | 10.87% | 61.2 | 60.00% | +12.44% | +40.00% | -26.67% | -11.04% | 23:29 | 14:40 | 20:47 | 22:17 | 26:50 | 32:02 | 06:02 | 04:28 |
 | Shadow Blade | 8 | 8.70% | 58.1 | 62.50% | +14.88% | -12.50% | -12.50% | 0.00% | 41:07 | 23:32 | 30:26 | 36:32 | 43:26 | 1:14:35 | 12:59 | 09:37 |
 | Hood of Defiance | 6 | 6.52% | 54.3 | 66.67% | +19.00% | -16.67% | -16.67% | 0.00% | 23:12 | 04:20 | 11:55 | 23:20 | 30:58 | 46:30 | 19:03 | 14:06 |
 | Heart of Tarrasque | 4 | 4.35% | 50.0 | 75.00% | +27.27% | +25.00% | -75.00% | 0.00% | 43:59 | 33:27 | 40:20 | 43:14 | 46:52 | 55:59 | 06:32 | 04:50 |
 | Aghanim's Scepter | 4 | 4.35% | 50.0 | 75.00% | +27.27% | +25.00% | +25.00% | 0.00% | 38:28 | 26:51 | 34:34 | 37:18 | 41:11 | 52:23 | 06:36 | 04:53 |
 | Headdress | 4 | 4.35% | 50.0 | 75.00% | +27.27% | +25.00% | +25.00% | 0.00% | 27:49 | 19:48 | 21:31 | 27:58 | 34:15 | 35:31 | 12:43 | 09:25 |
 | Pipe of Insight | 2 | 2.17% | 47.2 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 28:25 | 20:46 | 24:35 | 28:24 | 32:13 | 36:03 | 07:38 | 05:39 |
 | Kaya | 2 | 2.17% | 47.2 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 34:28 | 29:01 | 31:44 | 34:28 | 37:11 | 39:55 | 05:27 | 04:02 |
 | Sange | 2 | 2.17% | 47.2 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 38:09 | 29:01 | 33:35 | 38:09 | 42:43 | 47:17 | 09:08 | 06:45 |
 | Kaya and Sange | 2 | 2.17% | 47.2 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 38:09 | 29:01 | 33:35 | 38:09 | 42:43 | 47:17 | 09:08 | 06:45 |
 | Bracer | 13 | 14.13% | 37.1 | 38.46% | -12.17% | -13.46% | +11.54% | 6.02% | 08:28 | -01:29 | 05:22 | 06:51 | 09:31 | 24:01 | 04:09 | 03:04 |
 | Aghanim's Shard | 3 | 3.26% | 31.9 | 66.67% | +18.36% | +33.33% | -66.67% | 0.00% | 25:25 | 16:26 | 21:53 | 27:21 | 29:54 | 32:28 | 08:01 | 05:56 |
 | Boots of Travel | 3 | 3.26% | 31.9 | 66.67% | +18.36% | +33.33% | -66.67% | 0.00% | 37:20 | 28:34 | 34:31 | 40:29 | 41:43 | 42:57 | 07:11 | 05:19 |
 | Urn of Shadows | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Javelin | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Crown | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.09% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Stout Shield | 11 | 11.96% | 20.6 | 27.27% | -24.58% | +6.06% | +6.06% | 0.00% | -11:15 | -12:52 | -12:15 | -11:45 | -11:02 | -06:03 | 01:13 | 00:54 |
 | Boots of Travel 2 | 2 | 2.17% | 12.7 | 50.00% | +1.11% | -50.00% | +50.00% | 0.00% | 49:19 | 44:12 | 46:45 | 49:19 | 51:52 | 54:26 | 05:07 | 03:47 |
 | Cornucopia | 3 | 3.26% | 9.3 | 33.33% | -16.11% | +66.67% | -33.33% | 0.00% | 36:50 | 33:26 | 33:27 | 33:28 | 38:32 | 43:36 | 05:05 | 03:45 |
 | Refresher Orb | 3 | 3.26% | 9.3 | 33.33% | -16.11% | +66.67% | -33.33% | 0.00% | 48:45 | 38:11 | 40:55 | 43:39 | 54:01 | 1:04:24 | 13:06 | 09:42 |
 | Ghost Scepter | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 00:00 | 00:00 |
 | Bottle | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 00:00 | 00:00 |
 | Poor Man's Shield | 2 | 2.17% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:28 | -01:27 | -01:26 | -01:26 | 00:01 | 00:01 |
 | Mekansm | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Chipped Vest | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 2.17% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 43:27 | 25:13 | 34:19 | 43:26 | 52:33 | 1:01:40 | 18:13 | 13:30 |
 | Fae Grenade | 1 | 1.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |