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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 | 46 | 50.00% | 100.0 | 71.74% | +32.61% | -5.07% | -8.10% | -0.28% | 33:02 | 20:42 | 26:31 | 33:07 | 37:24 | 51:15 | 10:53 | 08:03 |
 | Mjollnir | 33 | 35.87% | 98.0 | 69.70% | +22.24% | +17.80% | -7.20% | -3.53% | 30:45 | 18:46 | 25:24 | 28:56 | 32:29 | 1:01:40 | 07:05 | 05:14 |
 | Vanguard | 20 | 21.74% | 95.9 | 75.00% | +25.00% | +25.00% | +5.00% | -1.76% | 40:16 | 29:32 | 33:28 | 36:47 | 44:48 | 55:37 | 11:20 | 08:23 |
 | Void Stone | 35 | 38.04% | 93.9 | 68.57% | +21.20% | +9.21% | -13.01% | -2.23% | 31:46 | 20:01 | 26:14 | 31:25 | 36:13 | 46:00 | 09:59 | 07:23 |
 | Skull Basher | 68 | 73.91% | 91.8 | 63.24% | +29.91% | +19.11% | -10.30% | -6.42% | 26:24 | 19:07 | 23:07 | 24:56 | 27:42 | 41:54 | 04:35 | 03:23 |
 | Eye of Skadi | 17 | 18.48% | 89.8 | 76.47% | +25.80% | -26.47% | -1.47% | 4.73% | 33:22 | 27:51 | 29:41 | 32:25 | 34:58 | 44:00 | 05:17 | 03:54 |
 | Magic Wand | 79 | 85.87% | 87.8 | 60.76% | +37.68% | -0.76% | -0.76% | 0.00% | 06:38 | -01:29 | 02:03 | 06:07 | 11:46 | 22:59 | 09:43 | 07:11 |
 | Abyssal Blade | 19 | 20.65% | 85.7 | 73.68% | +23.00% | +26.32% | +6.32% | -1.75% | 40:23 | 29:50 | 33:32 | 37:01 | 44:59 | 58:42 | 11:27 | 08:28 |
 | Magic Stick | 76 | 82.61% | 83.7 | 60.53% | +29.28% | +2.63% | +2.63% | 0.00% | 00:54 | -01:30 | -01:29 | -01:29 | 01:25 | 13:28 | 02:54 | 02:08 |
 | Quelling Blade | 73 | 79.35% | 81.6 | 57.53% | +10.16% | -1.97% | +9.14% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:12 | 00:00 | 00:00 |
 | Phase Boots | 87 | 94.57% | 79.6 | 56.32% | +16.32% | +11.86% | -24.50% | -27.27% | 06:15 | 04:24 | 05:26 | 05:59 | 06:46 | 12:15 | 01:20 | 00:59 |
 | Chainmail | 87 | 94.57% | 77.6 | 56.32% | +16.32% | +11.86% | -6.32% | -12.12% | 05:08 | 02:16 | 04:14 | 04:55 | 05:44 | 11:55 | 01:30 | 01:06 |
 | Boots of Speed | 92 | 100.00% | 75.5 | 55.43% | +55.43% | -7.60% | -7.60% | 0.00% | 02:50 | 00:50 | 01:50 | 02:28 | 03:27 | 06:59 | 01:37 | 01:11 |
 | Maelstrom | 92 | 100.00% | 73.5 | 55.43% | +55.43% | +22.83% | -29.34% | -25.45% | 12:35 | 09:33 | 11:22 | 12:35 | 13:25 | 18:18 | 02:03 | 01:31 |
 | Javelin | 92 | 100.00% | 71.4 | 55.43% | +55.43% | +14.14% | -7.60% | -9.59% | 08:45 | 03:04 | 07:34 | 08:26 | 09:50 | 15:05 | 02:16 | 01:40 |
 | Linken's Sphere | 26 | 28.26% | 69.4 | 65.38% | +13.86% | +20.33% | +1.29% | -1.98% | 30:47 | 21:57 | 25:45 | 28:53 | 35:22 | 46:23 | 09:37 | 07:07 |
 | Refresher Orb | 10 | 10.87% | 67.3 | 80.00% | +27.56% | +20.00% | -30.00% | -7.65% | 42:12 | 36:20 | 39:12 | 39:46 | 45:44 | 49:52 | 06:32 | 04:50 |
 | Blink Dagger | 17 | 18.48% | 65.3 | 70.59% | +18.59% | +4.41% | -45.59% | -6.59% | 30:37 | 22:56 | 26:10 | 31:04 | 33:45 | 40:20 | 07:35 | 05:37 |
 | Black King Bar | 90 | 97.83% | 63.3 | 54.44% | -45.56% | +28.17% | -13.53% | -19.40% | 19:20 | 15:54 | 18:10 | 18:55 | 20:19 | 27:53 | 02:09 | 01:35 |
 | Orb of Venom | 12 | 13.04% | 61.2 | 75.00% | +22.50% | +25.00% | -8.33% | -17.70% | 02:14 | -01:29 | 00:58 | 02:02 | 02:51 | 07:49 | 01:53 | 01:23 |
 | Aghanim's Shard | 61 | 66.30% | 59.2 | 55.74% | +0.90% | +30.93% | -22.41% | -9.91% | 24:33 | 18:22 | 21:09 | 23:53 | 26:32 | 48:20 | 05:23 | 03:59 |
 | Gleipnir | 8 | 8.70% | 57.1 | 75.00% | +21.43% | +25.00% | +25.00% | 0.00% | 30:29 | 21:33 | 21:37 | 25:47 | 32:58 | 52:28 | 11:21 | 08:24 |
 | Rod of Atos | 8 | 8.70% | 55.1 | 75.00% | +21.43% | +25.00% | +25.00% | 0.00% | 30:04 | 21:08 | 21:33 | 25:15 | 32:38 | 52:06 | 11:05 | 08:12 |
 | Crown | 10 | 10.87% | 53.1 | 70.00% | +16.34% | -3.33% | +30.00% | 3.65% | 29:41 | 17:34 | 24:45 | 26:21 | 33:53 | 51:07 | 09:08 | 06:45 |
 | Wraith Band | 25 | 27.17% | 51.0 | 52.00% | -4.72% | +14.67% | -18.67% | -29.86% | 04:13 | 01:26 | 01:56 | 02:21 | 03:03 | 34:10 | 01:07 | 00:49 |
 | Satanic | 3 | 3.26% | 49.0 | 100.00% | +46.07% | 0.00% | 0.00% | 0.00% | 37:58 | 33:59 | 33:59 | 39:53 | 40:03 | 40:03 | 06:04 | 04:29 |
 | Swift Blink | 3 | 3.26% | 46.9 | 100.00% | +46.07% | 0.00% | 0.00% | 0.00% | 41:12 | 39:08 | 39:08 | 42:09 | 42:18 | 42:18 | 03:10 | 02:20 |
 | Morbid Mask | 5 | 5.43% | 44.9 | 80.00% | +25.98% | +20.00% | +20.00% | 0.00% | 36:01 | 32:35 | 32:35 | 34:44 | 39:21 | 39:30 | 06:46 | 05:00 |
 | Yasha | 12 | 13.04% | 42.9 | 58.33% | +3.33% | +41.67% | -25.00% | -6.81% | 22:18 | 14:16 | 16:14 | 21:28 | 26:01 | 30:18 | 09:47 | 07:14 |
 | Butterfly | 8 | 8.70% | 40.8 | 62.50% | +7.74% | +37.50% | -12.50% | 0.00% | 40:37 | 28:34 | 30:09 | 37:45 | 46:49 | 59:29 | 16:40 | 12:20 |
 | Manta Style | 5 | 5.43% | 38.8 | 60.00% | +4.83% | +40.00% | +40.00% | 0.00% | 25:17 | 18:22 | 18:22 | 28:57 | 29:36 | 30:36 | 11:14 | 08:19 |
 | Sange and Yasha | 5 | 5.43% | 36.7 | 60.00% | +4.83% | +40.00% | +40.00% | 0.00% | 23:57 | 16:55 | 16:55 | 24:26 | 27:39 | 28:27 | 10:44 | 07:57 |
 | Blight Stone | 3 | 3.26% | 34.7 | 66.67% | +11.61% | -66.67% | 0.00% | 0.00% | 03:07 | 01:46 | 01:46 | 03:36 | 04:00 | 04:00 | 02:14 | 01:39 |
 | Fluffy Hat | 3 | 3.26% | 32.7 | 66.67% | +11.61% | +33.33% | 0.00% | 0.00% | 03:56 | 03:36 | 03:36 | 04:00 | 04:13 | 04:13 | 00:37 | 00:27 |
 | Orb of Corrosion | 3 | 3.26% | 30.6 | 66.67% | +11.61% | +33.33% | 0.00% | 0.00% | 04:25 | 03:36 | 03:36 | 04:40 | 05:00 | 05:00 | 01:24 | 01:02 |
 | Sange | 7 | 7.61% | 28.6 | 42.86% | -13.61% | +7.14% | +7.14% | 0.00% | 25:05 | 16:29 | 22:05 | 24:02 | 27:16 | 33:40 | 05:11 | 03:50 |
 | Aeon Disk | 1 | 1.09% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.09% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.09% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.09% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.09% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.09% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 00:00 | 00:00 |
 | Power Treads | 5 | 5.43% | 14.3 | 40.00% | -16.32% | +60.00% | -40.00% | 0.00% | 06:23 | 04:56 | 04:56 | 05:31 | 07:52 | 08:09 | 02:56 | 02:10 |
 | Buckler | 2 | 2.17% | 12.2 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 45:47 | 40:54 | 40:54 | 50:40 | 50:40 | 50:40 | 09:46 | 07:14 |
 | Ring of Protection | 2 | 2.17% | 12.2 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 45:47 | 40:54 | 40:54 | 50:40 | 50:40 | 50:40 | 09:46 | 07:14 |
 | Assault Cuirass | 2 | 2.17% | 8.2 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 45:56 | 40:58 | 40:58 | 50:53 | 50:53 | 50:53 | 09:55 | 07:20 |
 | Wind Lace | 3 | 3.26% | 6.1 | 33.33% | -22.85% | -33.33% | 0.00% | 0.00% | 14:08 | 06:37 | 06:37 | 14:29 | 21:19 | 21:19 | 14:42 | 10:53 |
 | Monkey King Bar | 1 | 1.09% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.09% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |