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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 | |
 | Shiva's Guard | 6 | 7.59% | 100.0 | 100.00% | +58.90% | 0.00% | 0.00% | 0.00% | 33:59 | 24:00 | 32:07 | 32:21 | 40:00 | 40:40 | 07:53 | 05:50 |
 | Kaya | 6 | 7.59% | 98.0 | 100.00% | +58.90% | 0.00% | 0.00% | 0.00% | 28:30 | 24:48 | 26:25 | 27:17 | 30:34 | 31:45 | 04:09 | 03:04 |
 | Sange | 14 | 17.72% | 96.1 | 78.57% | +40.11% | +21.43% | -45.24% | -12.62% | 29:27 | 22:06 | 25:52 | 27:24 | 31:09 | 42:28 | 05:17 | 03:54 |
 | Kaya and Sange | 5 | 6.33% | 94.1 | 100.00% | +58.11% | 0.00% | 0.00% | 0.00% | 28:49 | 26:29 | 26:29 | 29:32 | 30:25 | 31:05 | 03:56 | 02:54 |
 | Magic Wand | 62 | 78.48% | 92.2 | 51.61% | +28.08% | -7.86% | +15.06% | 3.59% | 09:41 | 01:27 | 05:52 | 08:57 | 12:15 | 23:21 | 06:23 | 04:43 |
 | Magic Stick | 72 | 91.14% | 90.2 | 50.00% | +50.00% | +11.11% | -11.11% | -3.63% | 05:21 | -01:29 | 02:08 | 04:52 | 08:15 | 20:35 | 06:07 | 04:31 |
 | Quelling Blade | 67 | 84.81% | 88.2 | 47.76% | +14.43% | +11.06% | -12.47% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Bottle | 44 | 55.70% | 86.3 | 50.00% | +10.00% | +4.55% | +4.55% | 0.00% | 02:35 | 01:04 | 01:24 | 02:15 | 03:29 | 05:50 | 02:05 | 01:32 |
 | Boots of Speed | 79 | 100.00% | 84.3 | 45.57% | +45.57% | +4.43% | +9.43% | 2.27% | 03:44 | -01:29 | 02:36 | 03:44 | 04:48 | 09:23 | 02:12 | 01:37 |
 | Void Stone | 62 | 78.48% | 82.4 | 46.77% | +5.59% | +3.23% | -0.10% | -0.41% | 23:11 | 11:42 | 18:05 | 20:09 | 26:17 | 53:37 | 08:12 | 06:04 |
 | Blink Dagger | 78 | 98.73% | 80.4 | 44.87% | -55.13% | -4.87% | -8.03% | -1.33% | 11:30 | 06:31 | 10:05 | 11:06 | 12:28 | 28:37 | 02:23 | 01:45 |
 | Wind Lace | 65 | 82.28% | 78.4 | 46.15% | +3.29% | -2.40% | -8.65% | -0.54% | 12:27 | -01:29 | 05:57 | 11:28 | 17:37 | 36:18 | 11:40 | 08:38 |
 | Ring of Health | 43 | 54.43% | 76.5 | 48.84% | +7.17% | -3.39% | -12.48% | -0.55% | 22:52 | 03:29 | 15:13 | 19:57 | 31:39 | 53:36 | 16:26 | 12:10 |
 | Lotus Orb | 22 | 27.85% | 74.5 | 54.55% | +12.44% | +28.78% | -14.55% | -4.50% | 32:15 | 18:17 | 27:52 | 31:39 | 37:30 | 53:43 | 09:38 | 07:08 |
 | Aeon Disk | 13 | 16.46% | 72.5 | 61.54% | +19.12% | +38.46% | +5.13% | -2.51% | 35:44 | 22:29 | 26:28 | 38:07 | 39:46 | 46:52 | 13:18 | 09:51 |
 | Fluffy Hat | 16 | 20.25% | 70.6 | 56.25% | +13.39% | +18.75% | -31.25% | -5.23% | 16:19 | -01:29 | 12:08 | 18:08 | 21:42 | 28:48 | 09:34 | 07:05 |
 | Eul's Scepter of Divinity | 47 | 59.49% | 68.6 | 42.55% | -7.45% | +24.12% | -17.55% | -7.23% | 21:59 | 14:31 | 18:30 | 20:39 | 24:16 | 36:35 | 05:46 | 04:16 |
 | Hood of Defiance | 22 | 27.85% | 66.7 | 50.00% | +6.14% | 0.00% | +30.00% | 8.18% | 18:52 | 07:31 | 15:38 | 17:42 | 19:18 | 38:55 | 03:40 | 02:42 |
 | Force Staff | 13 | 16.46% | 64.7 | 53.85% | +9.91% | +46.15% | -53.85% | -22.14% | 21:47 | 16:11 | 18:49 | 21:18 | 23:20 | 32:35 | 04:31 | 03:20 |
 | Ghost Scepter | 6 | 7.59% | 62.7 | 66.67% | +22.83% | -16.67% | +33.33% | 0.00% | 33:25 | 26:09 | 28:11 | 31:29 | 39:46 | 41:50 | 11:35 | 08:34 |
 | Bracer | 30 | 37.97% | 60.8 | 40.00% | -8.98% | -15.00% | +17.14% | 24.72% | 02:29 | -01:29 | 01:59 | 02:40 | 03:17 | 11:07 | 01:18 | 00:57 |
 | Black King Bar | 15 | 18.99% | 58.8 | 46.67% | +1.36% | -21.67% | +3.33% | 2.71% | 31:24 | 23:16 | 25:31 | 29:37 | 34:44 | 47:47 | 09:13 | 06:49 |
 | Tranquil Boots | 22 | 27.85% | 56.9 | 40.91% | -6.46% | -7.58% | +19.09% | 9.64% | 07:13 | 02:46 | 04:45 | 06:36 | 07:31 | 23:26 | 02:46 | 02:02 |
 | Aether Lens | 4 | 5.06% | 54.9 | 75.00% | +31.00% | +25.00% | +25.00% | 0.00% | 37:54 | 34:21 | 34:21 | 35:27 | 40:28 | 41:20 | 06:07 | 04:31 |
 | Scythe of Vyse | 2 | 2.53% | 52.9 | 100.00% | +55.84% | 0.00% | 0.00% | 0.00% | 45:32 | 38:26 | 38:26 | 52:38 | 52:38 | 52:38 | 14:12 | 10:31 |
 | Octarine Core | 2 | 2.53% | 51.0 | 100.00% | +55.84% | 0.00% | 0.00% | 0.00% | 40:55 | 35:37 | 35:37 | 46:12 | 46:12 | 46:12 | 10:35 | 07:50 |
 | Ring of Protection | 25 | 31.65% | 49.0 | 28.00% | -25.70% | -11.33% | +5.33% | 16.66% | 00:55 | -01:29 | -01:29 | -01:29 | 01:36 | 23:22 | 03:05 | 02:17 |
 | Heaven's Halberd | 3 | 3.80% | 47.1 | 66.67% | +21.93% | +33.33% | 0.00% | 0.00% | 33:14 | 30:51 | 30:51 | 33:18 | 35:33 | 35:33 | 04:42 | 03:28 |
 | Headdress | 8 | 10.13% | 45.1 | 37.50% | -8.98% | +12.50% | +12.50% | 0.00% | 23:19 | 15:29 | 19:57 | 21:56 | 27:41 | 30:00 | 07:44 | 05:43 |
 | Soul Ring | 14 | 17.72% | 43.1 | 28.57% | -20.66% | -3.57% | +4.76% | 1.58% | 06:04 | 02:15 | 03:15 | 05:47 | 08:31 | 12:26 | 05:16 | 03:54 |
 | Vanguard | 4 | 5.06% | 41.2 | 50.00% | +4.67% | -50.00% | -50.00% | 0.00% | 09:23 | 06:15 | 06:15 | 06:47 | 11:03 | 13:27 | 04:48 | 03:33 |
 | Blight Stone | 1 | 1.27% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.27% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.27% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |
 | Radiance | 1 | 1.27% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.27% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.27% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Arcane Boots | 11 | 13.92% | 27.5 | 27.27% | -21.26% | +39.40% | -27.27% | -3.67% | 18:35 | 04:41 | 06:16 | 13:42 | 24:25 | 39:28 | 18:09 | 13:26 |
 | Veil of Discord | 5 | 6.33% | 25.5 | 40.00% | -5.95% | -40.00% | +60.00% | 0.00% | 18:38 | 14:53 | 14:53 | 19:33 | 20:44 | 21:39 | 05:51 | 04:20 |
 | Pipe of Insight | 5 | 6.33% | 23.5 | 40.00% | -5.95% | -40.00% | +60.00% | 0.00% | 24:19 | 21:54 | 21:54 | 22:54 | 23:34 | 30:49 | 01:40 | 01:14 |
 | Crown | 5 | 6.33% | 21.6 | 40.00% | -5.95% | -40.00% | +60.00% | 0.00% | 17:50 | 14:53 | 14:53 | 17:35 | 19:15 | 21:07 | 04:22 | 03:14 |
 | Ring of Basilius | 6 | 7.59% | 19.6 | 33.33% | -13.25% | -33.33% | +66.67% | 0.00% | 13:40 | -01:29 | 14:53 | 15:33 | 18:14 | 18:28 | 03:21 | 02:28 |
 | Ethereal Blade | 2 | 2.53% | 17.6 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 45:04 | 43:56 | 43:56 | 46:11 | 46:11 | 46:11 | 02:15 | 01:40 |
 | Aghanim's Scepter | 3 | 3.80% | 15.7 | 33.33% | -12.72% | -33.33% | 0.00% | 0.00% | 37:01 | 31:38 | 31:38 | 35:41 | 43:43 | 43:43 | 12:05 | 08:57 |
 | Chainmail | 3 | 3.80% | 13.7 | 33.33% | -12.72% | -33.33% | 0.00% | 0.00% | 14:58 | 06:39 | 06:39 | 15:32 | 22:44 | 22:44 | 16:05 | 11:54 |
 | Buckler | 1 | 1.27% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.27% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.27% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.27% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.27% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.27% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 00:00 | 00:00 |