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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 | |
 | Ring of Health | 20 | 43.48% | 100.0 | 80.00% | +37.69% | +20.00% | -20.00% | -3.56% | 31:54 | 19:22 | 24:52 | 31:09 | 36:06 | 49:05 | 11:14 | 08:19 |
 | Blink Dagger | 16 | 34.78% | 97.9 | 81.25% | +34.58% | -6.25% | -6.25% | 0.00% | 31:06 | 20:13 | 25:05 | 32:14 | 34:26 | 39:08 | 09:21 | 06:55 |
 | Void Stone | 15 | 32.61% | 95.7 | 80.00% | +31.61% | +20.00% | -30.00% | -3.83% | 33:30 | 19:22 | 23:18 | 30:59 | 36:22 | 52:02 | 13:04 | 09:40 |
 | Vanguard | 11 | 23.91% | 93.6 | 81.82% | +30.39% | +18.18% | -15.15% | -4.97% | 35:41 | 24:52 | 32:17 | 35:36 | 38:59 | 42:42 | 06:42 | 04:57 |
 | Linken's Sphere | 11 | 23.91% | 91.5 | 81.82% | +30.39% | +18.18% | -15.15% | -4.68% | 32:49 | 23:10 | 25:20 | 30:18 | 32:27 | 52:12 | 07:07 | 05:16 |
 | Abyssal Blade | 11 | 23.91% | 89.4 | 81.82% | +30.39% | +18.18% | -15.15% | -5.11% | 36:39 | 31:12 | 32:28 | 37:11 | 38:59 | 42:48 | 06:31 | 04:49 |
 | Mjollnir | 18 | 39.13% | 87.2 | 72.22% | +22.22% | +27.78% | +27.78% | 0.00% | 28:28 | 17:16 | 25:14 | 26:36 | 31:49 | 50:20 | 06:35 | 04:52 |
 | Magic Wand | 39 | 84.78% | 85.1 | 61.54% | +18.68% | -1.54% | -31.54% | -3.66% | 07:53 | 00:56 | 04:04 | 06:07 | 12:16 | 19:09 | 08:12 | 06:04 |
 | Magic Stick | 41 | 89.13% | 83.0 | 60.98% | +20.98% | -0.98% | -10.98% | -7.59% | 01:11 | -01:30 | -01:29 | -01:29 | 02:48 | 15:12 | 04:17 | 03:10 |
 | Boots of Speed | 46 | 100.00% | 80.9 | 58.70% | +58.70% | +24.63% | +4.94% | -12.44% | 03:03 | -01:29 | 02:08 | 03:01 | 03:43 | 06:17 | 01:35 | 01:10 |
 | Black King Bar | 45 | 97.83% | 78.7 | 57.78% | -42.22% | +5.86% | -21.42% | -7.34% | 19:29 | 15:45 | 17:34 | 18:56 | 21:17 | 25:11 | 03:43 | 02:45 |
 | Maelstrom | 43 | 93.48% | 76.6 | 58.14% | -8.53% | +5.50% | -21.78% | -13.53% | 11:59 | 08:50 | 10:53 | 12:09 | 12:54 | 15:33 | 02:01 | 01:29 |
 | Javelin | 43 | 93.48% | 74.5 | 58.14% | -8.53% | -3.59% | +14.59% | 9.40% | 08:08 | 03:17 | 06:58 | 07:31 | 08:54 | 14:19 | 01:56 | 01:25 |
 | Phase Boots | 44 | 95.65% | 72.3 | 56.82% | -43.18% | +15.91% | -2.27% | -13.47% | 06:14 | 04:06 | 05:09 | 05:38 | 06:30 | 13:37 | 01:21 | 01:00 |
 | Chainmail | 44 | 95.65% | 70.2 | 56.82% | -43.18% | +25.00% | -2.27% | -21.25% | 05:25 | 03:26 | 04:22 | 04:51 | 05:39 | 13:15 | 01:17 | 00:57 |
 | Quelling Blade | 44 | 95.65% | 68.1 | 56.82% | -43.18% | +6.82% | +15.91% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 00:26 | 00:00 | 00:00 |
 | Crown | 9 | 19.57% | 66.0 | 77.78% | +23.73% | +22.22% | -27.78% | 0.00% | 20:44 | 09:17 | 18:16 | 19:50 | 24:30 | 29:14 | 06:14 | 04:37 |
 | Rod of Atos | 9 | 19.57% | 63.8 | 77.78% | +23.73% | +22.22% | -27.78% | 0.00% | 22:59 | 15:11 | 19:24 | 23:22 | 24:57 | 29:29 | 05:33 | 04:06 |
 | Skull Basher | 28 | 60.87% | 61.7 | 60.71% | +5.15% | -3.57% | +10.72% | 1.96% | 30:28 | 20:51 | 26:43 | 29:48 | 34:00 | 47:07 | 07:17 | 05:23 |
 | Refresher Orb | 6 | 13.04% | 59.6 | 83.33% | +28.33% | +16.67% | +16.67% | 0.00% | 42:12 | 36:39 | 36:45 | 38:15 | 49:19 | 50:07 | 12:34 | 09:18 |
 | Gleipnir | 8 | 17.39% | 57.4 | 75.00% | +19.74% | +25.00% | -25.00% | 0.00% | 25:14 | 21:03 | 23:47 | 24:19 | 26:08 | 30:38 | 02:21 | 01:44 |
 | Aghanim's Shard | 19 | 41.30% | 55.3 | 57.89% | -1.37% | +42.11% | -37.89% | -16.16% | 27:53 | 22:27 | 25:08 | 27:25 | 30:05 | 35:16 | 04:57 | 03:40 |
 | Manta Style | 14 | 30.43% | 53.2 | 50.00% | -12.50% | +25.00% | -16.67% | -8.28% | 26:11 | 20:15 | 22:49 | 24:14 | 27:51 | 39:15 | 05:02 | 03:43 |
 | Eye of Skadi | 9 | 19.57% | 51.1 | 55.56% | -3.90% | +44.44% | -5.56% | 0.00% | 32:36 | 22:06 | 27:34 | 31:46 | 35:38 | 44:13 | 08:04 | 05:58 |
 | Yasha | 15 | 32.61% | 48.9 | 46.67% | -17.85% | +28.33% | -21.67% | -12.24% | 23:00 | 17:51 | 19:38 | 22:09 | 23:43 | 36:30 | 04:05 | 03:01 |
 | Wraith Band | 12 | 26.09% | 46.8 | 50.00% | -11.76% | -16.67% | -16.67% | 0.00% | 03:04 | -00:09 | 01:37 | 02:22 | 03:00 | 10:31 | 01:23 | 01:01 |
 | Butterfly | 2 | 4.35% | 44.7 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 39:17 | 33:55 | 33:55 | 44:39 | 44:39 | 44:39 | 10:44 | 07:57 |
 | Ring of Basilius | 2 | 4.35% | 42.6 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 09:15 | 05:23 | 05:23 | 13:06 | 13:06 | 13:06 | 07:43 | 05:42 |
 | Wind Lace | 6 | 13.04% | 40.4 | 50.00% | -10.00% | 0.00% | +50.00% | 0.00% | 13:48 | 04:20 | 05:57 | 11:01 | 12:36 | 36:46 | 06:39 | 04:55 |
 | Radiance | 1 | 2.17% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.17% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.17% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Kaya | 1 | 2.17% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.17% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.17% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.17% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.17% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.17% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.17% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.17% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 |
 | Swift Blink | 3 | 6.52% | 14.9 | 33.33% | -27.14% | +66.67% | 0.00% | 0.00% | 47:47 | 34:39 | 34:39 | 47:21 | 1:01:20 | 1:01:20 | 26:41 | 19:45 |
 | Heaven's Halberd | 1 | 2.17% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 00:00 | 00:00 |
 | Sange | 2 | 4.35% | 10.6 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 41:58 | 35:16 | 35:16 | 48:40 | 48:40 | 48:40 | 13:24 | 09:55 |
 | Fluffy Hat | 1 | 2.17% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:27 | 08:27 | 08:27 | 08:27 | 08:27 | 08:27 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.17% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 00:00 | 00:00 |
 | Blade Mail | 1 | 2.17% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.17% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 00:00 | 00:00 |