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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 | |
 | Morbid Mask | 10 | 9.52% | 100.0 | 80.00% | +43.16% | +20.00% | -30.00% | -3.02% | 29:34 | 19:35 | 21:07 | 26:29 | 37:42 | 40:44 | 16:35 | 12:17 |
 | Ring of Basilius | 9 | 8.57% | 98.0 | 77.78% | +40.28% | +22.22% | -77.78% | 0.00% | 28:18 | 19:35 | 19:57 | 26:29 | 36:15 | 40:43 | 16:18 | 12:04 |
 | Buckler | 15 | 14.29% | 95.9 | 66.67% | +30.00% | +33.33% | -16.67% | -4.35% | 33:04 | 19:18 | 26:12 | 35:54 | 37:41 | 47:13 | 11:29 | 08:30 |
 | Ring of Protection | 57 | 54.29% | 93.9 | 49.12% | +17.87% | +8.02% | +15.17% | 1.08% | 06:20 | -01:29 | -01:29 | 03:28 | 08:07 | 47:13 | 09:36 | 07:06 |
 | Heaven's Halberd | 6 | 5.71% | 91.8 | 83.33% | +44.95% | +16.67% | +16.67% | 0.00% | 33:35 | 24:47 | 31:30 | 32:00 | 39:52 | 40:06 | 08:22 | 06:11 |
 | Soul Ring | 48 | 45.71% | 89.8 | 50.00% | +16.67% | 0.00% | +25.00% | 4.53% | 06:25 | 02:25 | 03:39 | 05:43 | 09:10 | 15:20 | 05:31 | 04:05 |
 | Black King Bar | 56 | 53.33% | 87.8 | 48.21% | +15.56% | +1.79% | +1.79% | 0.00% | 25:20 | 14:43 | 22:13 | 24:47 | 28:33 | 35:09 | 06:20 | 04:41 |
 | Vladmir's Offering | 8 | 7.62% | 85.7 | 75.00% | +36.86% | +25.00% | -75.00% | 0.00% | 28:46 | 19:53 | 21:43 | 28:03 | 29:47 | 41:22 | 08:04 | 05:58 |
 | Magic Wand | 91 | 86.67% | 83.7 | 43.96% | +22.53% | -4.83% | +3.87% | 1.54% | 07:57 | 01:04 | 04:08 | 06:58 | 09:48 | 35:24 | 05:40 | 04:11 |
 | Blink Dagger | 92 | 87.62% | 81.6 | 43.48% | +20.40% | -4.35% | +4.35% | 1.02% | 18:44 | 11:57 | 14:14 | 16:45 | 22:44 | 41:53 | 08:30 | 06:17 |
 | Phase Boots | 97 | 92.38% | 79.6 | 42.27% | +17.27% | -4.77% | -0.60% | 2.10% | 08:27 | 05:06 | 07:25 | 08:23 | 09:24 | 13:20 | 01:59 | 01:28 |
 | Chainmail | 97 | 92.38% | 77.6 | 42.27% | +17.27% | +11.90% | -4.77% | -7.41% | 07:16 | 04:11 | 06:06 | 07:05 | 08:21 | 12:18 | 02:15 | 01:40 |
 | Magic Stick | 103 | 98.10% | 75.5 | 41.75% | +41.75% | -10.98% | +4.40% | 3.22% | 03:02 | -01:29 | 00:15 | 02:31 | 05:02 | 23:42 | 04:47 | 03:32 |
 | Quelling Blade | 102 | 97.14% | 73.5 | 41.18% | +7.85% | +1.13% | -17.18% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:29 | 16:23 | 00:00 | 00:00 |
 | Boots of Speed | 105 | 100.00% | 71.4 | 40.95% | +40.95% | +16.74% | +1.36% | -8.54% | 04:12 | -01:29 | 03:16 | 04:09 | 05:04 | 08:51 | 01:48 | 01:20 |
 | Void Stone | 47 | 44.76% | 69.4 | 42.55% | +2.89% | +7.45% | +24.12% | 3.24% | 15:27 | 07:31 | 11:42 | 14:48 | 16:51 | 33:46 | 05:09 | 03:48 |
 | Eul's Scepter of Divinity | 39 | 37.14% | 67.3 | 41.03% | +0.12% | -1.03% | +8.97% | 3.39% | 16:19 | 11:46 | 14:11 | 15:42 | 17:08 | 23:50 | 02:57 | 02:11 |
 | Wind Lace | 58 | 55.24% | 65.3 | 37.93% | -6.75% | +22.07% | -2.22% | -4.75% | 10:39 | 03:21 | 07:37 | 09:22 | 12:44 | 31:45 | 05:07 | 03:47 |
 | Aghanim's Shard | 24 | 22.86% | 63.3 | 45.83% | +6.32% | +20.84% | -29.16% | -7.75% | 29:37 | 20:03 | 24:49 | 28:40 | 31:16 | 46:56 | 06:27 | 04:46 |
 | Blight Stone | 27 | 25.71% | 61.2 | 44.44% | +4.70% | -1.58% | -1.58% | 0.00% | 21:05 | -01:29 | 11:29 | 25:04 | 29:36 | 37:08 | 18:07 | 13:25 |
 | Bottle | 46 | 43.81% | 59.2 | 39.13% | -3.24% | +2.54% | +6.32% | 2.25% | 03:03 | 00:40 | 01:47 | 02:35 | 03:28 | 08:14 | 01:41 | 01:14 |
 | Ring of Health | 19 | 18.10% | 57.1 | 47.37% | +7.84% | +32.63% | -7.37% | -2.27% | 19:42 | 02:51 | 12:31 | 14:02 | 30:06 | 40:41 | 17:35 | 13:01 |
 | Bracer | 51 | 48.57% | 55.1 | 37.25% | -7.19% | +24.29% | -14.17% | -29.21% | 02:45 | -01:29 | 01:58 | 02:33 | 03:17 | 06:23 | 01:19 | 00:58 |
 | Hood of Defiance | 12 | 11.43% | 53.1 | 50.00% | +10.22% | +16.67% | -16.67% | -16.40% | 13:55 | 08:02 | 12:12 | 13:05 | 14:14 | 19:27 | 02:02 | 01:30 |
 | Sange | 12 | 11.43% | 51.0 | 50.00% | +10.22% | +50.00% | -16.67% | -7.91% | 33:30 | 18:14 | 30:20 | 31:48 | 38:46 | 43:46 | 08:26 | 06:14 |
 | Crown | 4 | 3.81% | 49.0 | 75.00% | +35.40% | +25.00% | +25.00% | 0.00% | 25:01 | 13:57 | 13:57 | 26:34 | 28:26 | 31:08 | 14:29 | 10:43 |
 | Solar Crest | 4 | 3.81% | 46.9 | 75.00% | +35.40% | +25.00% | +25.00% | 0.00% | 26:04 | 15:38 | 15:38 | 27:55 | 28:34 | 32:07 | 12:56 | 09:34 |
 | Orb of Venom | 10 | 9.52% | 44.9 | 50.00% | +10.00% | -16.67% | -50.00% | -18.35% | 00:54 | -01:29 | 00:10 | 01:21 | 01:59 | 02:02 | 01:49 | 01:20 |
 | Desolator | 17 | 16.19% | 42.9 | 41.18% | +0.27% | +8.82% | -16.18% | -4.03% | 28:59 | 15:29 | 25:28 | 29:54 | 31:40 | 37:14 | 06:12 | 04:35 |
 | Medallion of Courage | 6 | 5.71% | 40.8 | 50.00% | +9.60% | 0.00% | +50.00% | 0.00% | 22:59 | 12:04 | 19:09 | 22:53 | 29:10 | 29:36 | 10:01 | 07:25 |
 | Lotus Orb | 7 | 6.67% | 38.8 | 42.86% | +2.04% | +7.14% | -42.86% | 0.00% | 34:14 | 29:56 | 30:06 | 34:07 | 35:45 | 40:49 | 05:39 | 04:11 |
 | Fluffy Hat | 4 | 3.81% | 36.7 | 50.00% | +9.41% | +50.00% | -50.00% | 0.00% | 03:08 | 01:21 | 01:21 | 02:55 | 03:53 | 04:22 | 02:32 | 01:52 |
 | Orb of Corrosion | 4 | 3.81% | 34.7 | 50.00% | +9.41% | +50.00% | -50.00% | 0.00% | 04:15 | 03:21 | 03:21 | 04:03 | 04:36 | 04:58 | 01:15 | 00:55 |
 | Pipe of Insight | 4 | 3.81% | 32.7 | 50.00% | +9.41% | -50.00% | +50.00% | 0.00% | 20:16 | 18:06 | 18:06 | 20:21 | 21:08 | 21:30 | 03:02 | 02:14 |
 | Satanic | 1 | 0.95% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.95% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Assault Cuirass | 5 | 4.76% | 26.5 | 40.00% | -1.00% | +60.00% | -40.00% | 0.00% | 39:39 | 34:26 | 34:26 | 37:30 | 45:03 | 45:23 | 10:37 | 07:51 |
 | Headdress | 5 | 4.76% | 24.5 | 40.00% | -1.00% | +60.00% | -40.00% | 0.00% | 19:28 | 14:36 | 14:36 | 19:45 | 21:07 | 24:13 | 06:31 | 04:49 |
 | Heart of Tarrasque | 2 | 1.90% | 22.4 | 50.00% | +9.22% | +50.00% | 0.00% | 0.00% | 34:28 | 27:14 | 27:14 | 41:42 | 41:42 | 41:42 | 14:28 | 10:42 |
 | Vanguard | 2 | 1.90% | 20.4 | 50.00% | +9.22% | +50.00% | 0.00% | 0.00% | 23:11 | 15:53 | 15:53 | 30:28 | 30:28 | 30:28 | 14:35 | 10:48 |
 | Tranquil Boots | 3 | 2.86% | 18.4 | 0.00% | -42.16% | 0.00% | 0.00% | 0.00% | 07:20 | 04:07 | 04:07 | 06:27 | 11:25 | 11:25 | 07:18 | 05:24 |
 | Yasha | 1 | 0.95% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.95% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.95% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.95% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.95% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.95% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.95% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.95% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 00:00 | 00:00 |