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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 | |
 | Assault Cuirass | 46 | 50.55% | 100.0 | 63.04% | +20.82% | +20.29% | -17.59% | -5.21% | 31:58 | 24:27 | 28:05 | 30:51 | 35:21 | 45:02 | 07:16 | 05:22 |
 | Blink Dagger | 61 | 67.03% | 98.0 | 57.38% | +14.05% | +2.62% | -24.05% | -4.47% | 23:33 | 14:25 | 19:48 | 22:04 | 25:46 | 52:03 | 05:58 | 04:25 |
 | Chainmail | 89 | 97.80% | 96.1 | 53.93% | +53.93% | +0.62% | +0.62% | 0.00% | 07:23 | 02:01 | 05:00 | 06:21 | 08:25 | 32:07 | 03:25 | 02:31 |
 | Phase Boots | 87 | 95.60% | 94.1 | 54.02% | +29.02% | +9.62% | -4.02% | -5.72% | 07:25 | 03:27 | 05:42 | 06:51 | 08:05 | 17:30 | 02:23 | 01:45 |
 | Magic Wand | 79 | 86.81% | 92.2 | 54.43% | +12.76% | +15.57% | -14.43% | -4.70% | 09:28 | 02:48 | 05:17 | 08:01 | 11:40 | 28:38 | 06:23 | 04:43 |
 | Boots of Speed | 91 | 100.00% | 90.2 | 52.75% | +52.75% | -9.27% | +3.77% | 6.47% | 03:52 | 01:21 | 02:47 | 03:27 | 04:48 | 08:37 | 02:01 | 01:29 |
 | Stout Shield | 91 | 100.00% | 88.2 | 52.75% | +52.75% | -9.27% | -0.58% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Quelling Blade | 91 | 100.00% | 86.3 | 52.75% | +52.75% | +8.12% | -0.58% | -8.70% | 00:43 | -01:28 | 00:15 | 00:23 | 00:57 | 03:24 | 00:42 | 00:31 |
 | Magic Stick | 90 | 98.90% | 84.3 | 52.22% | -47.78% | -0.05% | +11.42% | 3.55% | 03:30 | 00:07 | 01:11 | 02:03 | 04:25 | 18:59 | 03:14 | 02:23 |
 | Hand of Midas | 90 | 98.90% | 82.4 | 52.22% | -47.78% | +4.30% | -11.31% | -7.55% | 11:07 | 05:01 | 10:12 | 11:09 | 12:16 | 15:53 | 02:04 | 01:31 |
 | Javelin | 24 | 26.37% | 80.4 | 62.50% | +13.25% | +4.17% | -12.50% | -1.41% | 29:49 | 16:05 | 23:46 | 27:24 | 35:35 | 43:35 | 11:49 | 08:45 |
 | Radiance | 69 | 75.82% | 78.4 | 52.17% | -2.38% | +24.30% | -22.76% | -22.06% | 19:51 | 16:40 | 18:30 | 19:33 | 20:38 | 28:09 | 02:08 | 01:34 |
 | Helm of Iron Will | 25 | 27.47% | 76.5 | 60.00% | +10.00% | -26.67% | +6.67% | 6.65% | 16:57 | 11:04 | 12:13 | 15:01 | 17:14 | 35:27 | 05:01 | 03:42 |
 | Armlet of Mordiggian | 23 | 25.27% | 74.5 | 60.87% | +10.87% | +5.80% | +5.80% | 0.00% | 16:41 | 12:35 | 13:58 | 15:38 | 17:14 | 24:40 | 03:16 | 02:25 |
 | Maelstrom | 21 | 23.08% | 72.5 | 61.90% | +11.90% | +18.10% | -1.90% | -1.93% | 29:08 | 16:05 | 23:43 | 25:38 | 34:05 | 43:35 | 10:22 | 07:40 |
 | Black King Bar | 45 | 49.45% | 70.6 | 53.33% | +1.16% | -7.88% | -7.88% | 0.00% | 29:16 | 21:57 | 25:32 | 29:08 | 32:01 | 43:03 | 06:29 | 04:48 |
 | Mjollnir | 18 | 19.78% | 68.6 | 61.11% | +10.43% | +18.89% | -36.11% | -6.10% | 32:16 | 22:20 | 27:41 | 30:50 | 36:42 | 47:04 | 09:01 | 06:40 |
 | Heaven's Halberd | 20 | 21.98% | 66.7 | 55.00% | +2.89% | +5.00% | -35.00% | -9.27% | 24:05 | 17:35 | 21:28 | 24:24 | 25:47 | 28:34 | 04:19 | 03:11 |
 | Sange | 20 | 21.98% | 64.7 | 55.00% | +2.89% | +25.00% | -35.00% | -13.85% | 22:35 | 15:36 | 19:53 | 22:54 | 24:13 | 27:15 | 04:20 | 03:12 |
 | Bracer | 3 | 3.30% | 62.7 | 100.00% | +48.86% | 0.00% | 0.00% | 0.00% | 03:17 | 02:38 | 02:38 | 03:03 | 04:11 | 04:11 | 01:33 | 01:08 |
 | Monkey King Bar | 7 | 7.69% | 60.8 | 71.43% | +20.24% | +28.57% | -21.43% | 0.00% | 40:10 | 35:35 | 37:39 | 39:11 | 40:02 | 47:05 | 02:23 | 01:45 |
 | Aghanim's Blessing | 7 | 7.69% | 58.8 | 71.43% | +20.24% | -21.43% | -21.43% | 0.00% | 49:56 | 39:06 | 47:57 | 50:38 | 52:17 | 56:27 | 04:20 | 03:12 |
 | Aghanim's Scepter | 12 | 13.19% | 56.9 | 58.33% | +6.43% | -25.00% | -25.00% | 0.00% | 48:18 | 34:47 | 43:57 | 47:24 | 50:38 | 1:05:50 | 06:41 | 04:57 |
 | Blight Stone | 11 | 12.09% | 54.9 | 54.55% | +2.05% | -54.55% | -21.22% | 8.33% | 17:34 | 11:11 | 15:43 | 16:48 | 19:43 | 21:52 | 04:00 | 02:57 |
 | Ring of Protection | 4 | 4.40% | 52.9 | 75.00% | +23.28% | -75.00% | +25.00% | 0.00% | 01:30 | 01:08 | 01:08 | 01:12 | 01:48 | 01:50 | 00:40 | 00:29 |
 | Shiva's Guard | 2 | 2.20% | 51.0 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 32:54 | 31:15 | 31:15 | 34:33 | 34:33 | 34:33 | 03:18 | 02:26 |
 | Wind Lace | 2 | 2.20% | 49.0 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 16:35 | 10:15 | 10:15 | 22:54 | 22:54 | 22:54 | 12:39 | 09:22 |
 | Desolator | 10 | 10.99% | 47.1 | 50.00% | -3.09% | +16.67% | 0.00% | -7.64% | 21:32 | 18:15 | 20:24 | 21:00 | 22:35 | 26:15 | 02:11 | 01:37 |
 | Abyssal Blade | 8 | 8.79% | 45.1 | 50.00% | -3.01% | +50.00% | -50.00% | 0.00% | 42:03 | 33:50 | 34:42 | 36:25 | 46:15 | 54:49 | 11:33 | 08:33 |
 | Vanguard | 8 | 8.79% | 43.1 | 50.00% | -3.01% | +50.00% | -50.00% | 0.00% | 42:01 | 33:50 | 34:35 | 36:19 | 46:15 | 54:49 | 11:40 | 08:38 |
 | Ring of Health | 8 | 8.79% | 41.2 | 50.00% | -3.01% | +50.00% | -50.00% | 0.00% | 41:04 | 31:34 | 33:48 | 35:53 | 45:07 | 54:08 | 11:19 | 08:22 |
 | Skull Basher | 8 | 8.79% | 39.2 | 50.00% | -3.01% | 0.00% | -50.00% | 0.00% | 39:13 | 31:16 | 31:34 | 33:43 | 43:16 | 54:08 | 11:42 | 08:40 |
 | Blade Mail | 8 | 8.79% | 37.3 | 37.50% | -16.72% | +62.50% | -37.50% | 0.00% | 26:46 | 20:11 | 21:08 | 25:53 | 31:23 | 32:27 | 10:15 | 07:35 |
 | Shadow Blade | 4 | 4.40% | 35.3 | 50.00% | -2.87% | -50.00% | +50.00% | 0.00% | 38:01 | 30:55 | 30:55 | 31:15 | 36:29 | 53:23 | 05:34 | 04:07 |
 | Nullifier | 4 | 4.40% | 33.3 | 50.00% | -2.87% | +50.00% | -50.00% | 0.00% | 35:55 | 34:10 | 34:10 | 35:27 | 35:59 | 38:05 | 01:49 | 01:20 |
 | Orb of Venom | 1 | 1.10% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:25 | 02:25 | 02:25 | 02:25 | 02:25 | 02:25 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.10% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.10% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.10% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:26 | 03:26 | 03:26 | 03:26 | 03:26 | 03:26 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.10% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.10% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Ring of Tarrasque | 1 | 1.10% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Moon Shard | 6 | 6.59% | 17.6 | 33.33% | -20.79% | +16.67% | -33.33% | 0.00% | 49:32 | 39:55 | 45:17 | 45:40 | 57:29 | 58:43 | 12:12 | 09:02 |
 | Boots of Travel 2 | 2 | 2.20% | 15.7 | 50.00% | -2.81% | +50.00% | 0.00% | 0.00% | 1:05:19 | 60:28 | 60:28 | 1:10:09 | 1:10:09 | 1:10:09 | 09:41 | 07:10 |
 | Void Stone | 2 | 2.20% | 13.7 | 50.00% | -2.81% | +50.00% | 0.00% | 0.00% | 43:19 | 23:59 | 23:59 | 1:02:38 | 1:02:38 | 1:02:38 | 38:39 | 28:37 |
 | Silver Edge | 2 | 2.20% | 11.8 | 50.00% | -2.81% | -50.00% | 0.00% | 0.00% | 35:21 | 33:39 | 33:39 | 37:02 | 37:02 | 37:02 | 03:23 | 02:30 |
 | Power Treads | 4 | 4.40% | 9.8 | 25.00% | -29.02% | -25.00% | -25.00% | 0.00% | 07:16 | 06:10 | 06:10 | 06:14 | 08:17 | 08:23 | 02:07 | 01:34 |
 | Refresher Orb | 1 | 1.10% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:24 | 1:04:24 | 1:04:24 | 1:04:24 | 1:04:24 | 1:04:24 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 2.20% | 5.9 | 0.00% | -53.93% | 0.00% | 0.00% | 0.00% | 43:19 | 40:52 | 40:52 | 45:46 | 45:46 | 45:46 | 04:54 | 03:37 |
 | Crystalys | 1 | 1.10% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:12 | 43:12 | 43:12 | 43:12 | 43:12 | 43:12 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.10% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:40 | 46:40 | 46:40 | 46:40 | 46:40 | 46:40 | 00:00 | 00:00 |