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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 | |
 | Aghanim's Scepter | 6 | 6.45% | 100.0 | 100.00% | +50.57% | 0.00% | 0.00% | 0.00% | 35:48 | 25:20 | 30:04 | 35:35 | 40:05 | 47:25 | 10:01 | 07:25 |
 | Refresher Orb | 62 | 66.67% | 97.8 | 66.13% | +40.32% | +15.12% | -32.80% | -7.49% | 28:07 | 20:13 | 24:01 | 27:30 | 30:25 | 48:24 | 06:24 | 04:44 |
 | Ring of Health | 77 | 82.80% | 95.7 | 59.74% | +40.99% | +13.94% | -17.63% | -3.99% | 23:42 | 16:25 | 18:34 | 22:25 | 26:29 | 48:17 | 07:55 | 05:51 |
 | Magic Wand | 80 | 86.02% | 93.5 | 57.50% | +34.42% | -2.50% | +2.50% | 1.03% | 06:46 | -01:29 | 03:50 | 06:33 | 08:42 | 18:57 | 04:52 | 03:36 |
 | Void Stone | 80 | 86.02% | 91.3 | 57.50% | +34.42% | +7.50% | -17.50% | -3.60% | 22:20 | 09:23 | 17:46 | 21:12 | 24:43 | 47:27 | 06:57 | 05:08 |
 | Buckler | 29 | 31.18% | 89.1 | 65.52% | +18.64% | -22.66% | -8.38% | 1.25% | 31:42 | 20:27 | 24:31 | 31:52 | 35:58 | 49:38 | 11:27 | 08:28 |
 | Ring of Protection | 29 | 31.18% | 87.0 | 65.52% | +18.64% | -22.66% | -8.38% | 1.25% | 31:40 | 20:27 | 24:31 | 31:52 | 35:58 | 49:38 | 11:27 | 08:28 |
 | Magic Stick | 86 | 92.47% | 84.8 | 55.81% | +41.52% | +12.37% | -3.43% | -8.86% | 01:59 | -01:30 | -01:29 | 01:20 | 03:16 | 14:47 | 04:45 | 03:31 |
 | Assault Cuirass | 28 | 30.11% | 82.6 | 64.29% | +16.60% | -21.43% | -21.43% | 0.00% | 32:55 | 21:53 | 26:36 | 32:34 | 36:59 | 50:19 | 10:23 | 07:41 |
 | Power Treads | 88 | 94.62% | 80.4 | 54.55% | +34.55% | 0.00% | +9.09% | 3.74% | 07:05 | 03:51 | 05:42 | 06:45 | 08:08 | 12:11 | 02:26 | 01:48 |
 | Black King Bar | 91 | 97.85% | 78.3 | 53.85% | +53.85% | +15.72% | -23.42% | -14.50% | 17:32 | 13:22 | 15:51 | 17:01 | 18:33 | 27:17 | 02:42 | 02:00 |
 | Boots of Speed | 93 | 100.00% | 76.1 | 52.69% | +52.69% | +16.88% | -4.86% | -9.88% | 03:12 | 01:07 | 01:59 | 02:59 | 04:11 | 09:16 | 02:12 | 01:37 |
 | Quelling Blade | 66 | 70.97% | 73.9 | 54.55% | +6.40% | -7.49% | -10.80% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Shiva's Guard | 7 | 7.53% | 71.7 | 85.71% | +35.71% | -35.71% | +14.29% | 0.00% | 33:13 | 25:42 | 27:39 | 33:49 | 34:40 | 41:15 | 07:01 | 05:11 |
 | Fluffy Hat | 77 | 82.80% | 69.6 | 53.25% | +3.25% | -0.62% | -0.62% | 0.00% | 06:51 | -01:29 | 05:45 | 07:08 | 08:23 | 10:53 | 02:38 | 01:57 |
 | Falcon Blade | 75 | 80.65% | 67.4 | 53.33% | +3.33% | +9.83% | -0.70% | -5.01% | 08:27 | 04:36 | 07:19 | 08:39 | 09:25 | 12:34 | 02:06 | 01:33 |
 | Eye of Skadi | 4 | 4.30% | 65.2 | 100.00% | +49.44% | 0.00% | 0.00% | 0.00% | 35:00 | 28:55 | 28:55 | 34:27 | 34:39 | 41:58 | 05:44 | 04:14 |
 | Blink Dagger | 13 | 13.98% | 63.0 | 69.23% | +19.23% | -2.56% | +30.77% | 5.52% | 35:20 | 26:15 | 30:48 | 33:25 | 36:50 | 48:56 | 06:02 | 04:28 |
 | Linken's Sphere | 18 | 19.35% | 60.9 | 61.11% | +10.44% | -21.11% | -36.11% | -1.94% | 31:42 | 21:49 | 26:56 | 30:12 | 34:39 | 56:50 | 07:43 | 05:42 |
 | Satanic | 17 | 18.28% | 58.7 | 58.82% | +7.50% | -33.82% | +16.18% | 5.10% | 39:20 | 28:30 | 32:35 | 38:50 | 42:23 | 56:04 | 09:48 | 07:15 |
 | Morbid Mask | 22 | 23.66% | 56.5 | 54.55% | +2.44% | -37.88% | +25.45% | 5.89% | 36:34 | 19:36 | 31:20 | 35:25 | 42:05 | 55:21 | 10:45 | 07:57 |
 | Monkey King Bar | 3 | 3.23% | 54.3 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 30:26 | 28:54 | 28:54 | 30:17 | 32:07 | 32:07 | 03:13 | 02:22 |
 | Butterfly | 3 | 3.23% | 52.2 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 33:32 | 24:31 | 24:31 | 35:05 | 41:00 | 41:00 | 16:29 | 12:12 |
 | Wraith Band | 16 | 17.20% | 50.0 | 50.00% | -3.25% | -25.00% | 0.00% | 11.45% | 03:32 | -00:12 | 02:08 | 03:34 | 04:19 | 07:10 | 02:11 | 01:37 |
 | Wind Lace | 29 | 31.18% | 47.8 | 41.38% | -16.43% | -27.09% | +15.76% | 4.93% | 10:18 | 01:43 | 05:10 | 08:30 | 13:52 | 28:37 | 08:42 | 06:26 |
 | Bottle | 17 | 18.28% | 45.7 | 47.06% | -6.89% | -22.06% | +2.94% | 25.00% | 02:06 | 00:58 | 01:19 | 01:31 | 01:46 | 10:36 | 00:27 | 00:20 |
 | Swift Blink | 2 | 2.15% | 43.5 | 100.00% | +48.35% | 0.00% | 0.00% | 0.00% | 45:36 | 42:26 | 42:26 | 48:45 | 48:45 | 48:45 | 06:19 | 04:40 |
 | Javelin | 10 | 10.75% | 41.3 | 50.00% | -3.01% | -16.67% | 0.00% | 1.49% | 16:06 | 08:19 | 10:20 | 11:05 | 21:30 | 40:51 | 11:10 | 08:16 |
 | Maelstrom | 8 | 8.60% | 39.1 | 37.50% | -16.62% | +12.50% | +12.50% | 0.00% | 16:58 | 11:59 | 12:34 | 13:56 | 14:03 | 40:51 | 01:29 | 01:05 |
 | Aghanim's Blessing | 1 | 1.08% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:25 | 47:25 | 47:25 | 47:25 | 47:25 | 47:25 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.08% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.08% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Yasha | 5 | 5.38% | 30.4 | 40.00% | -13.41% | -40.00% | +60.00% | 0.00% | 19:39 | 17:53 | 17:53 | 19:23 | 19:29 | 23:10 | 01:36 | 01:11 |
 | Sange | 8 | 8.60% | 28.3 | 25.00% | -30.29% | +25.00% | -25.00% | 0.00% | 23:21 | 13:27 | 18:14 | 22:12 | 24:54 | 36:40 | 06:40 | 04:56 |
 | Drum of Endurance | 2 | 2.15% | 26.1 | 50.00% | -2.75% | +50.00% | 0.00% | 0.00% | 21:11 | 17:23 | 17:23 | 24:58 | 24:58 | 24:58 | 07:35 | 05:37 |
 | Heaven's Halberd | 2 | 2.15% | 23.9 | 50.00% | -2.75% | +50.00% | 0.00% | 0.00% | 25:23 | 21:34 | 21:34 | 29:11 | 29:11 | 29:11 | 07:37 | 05:38 |
 | Sange and Yasha | 4 | 4.30% | 21.7 | 25.00% | -28.93% | -25.00% | +75.00% | 0.00% | 22:27 | 17:53 | 17:53 | 22:32 | 23:59 | 25:25 | 06:06 | 04:31 |
 | Eul's Scepter of Divinity | 5 | 5.38% | 19.6 | 20.00% | -34.55% | +80.00% | -20.00% | 0.00% | 13:24 | 11:50 | 11:50 | 13:01 | 14:17 | 15:02 | 02:27 | 01:48 |
 | Medallion of Courage | 1 | 1.08% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.08% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.08% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.08% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 |
 | Crown | 1 | 1.08% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Chainmail | 5 | 5.38% | 6.5 | 0.00% | -55.68% | 0.00% | 0.00% | 0.00% | 20:00 | 07:28 | 07:28 | 09:38 | 31:22 | 43:05 | 23:54 | 17:42 |
 | Phase Boots | 4 | 4.30% | 4.3 | 0.00% | -55.06% | 0.00% | 0.00% | 0.00% | 15:04 | 08:11 | 08:11 | 09:07 | 11:23 | 31:34 | 03:12 | 02:22 |
 | Hand of Midas | 2 | 2.15% | 2.2 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 16:06 | 16:01 | 16:01 | 16:10 | 16:10 | 16:10 | 00:09 | 00:06 |