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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 | 14 | 29.17% | 100.0 | 85.71% | +50.42% | -10.71% | +14.29% | 1.48% | 31:32 | 13:15 | 20:47 | 31:59 | 37:38 | 51:42 | 16:51 | 12:28 |
 | Aeon Disk | 7 | 14.58% | 98.3 | 85.71% | +41.81% | +14.29% | -35.71% | -6.32% | 39:01 | 27:51 | 31:24 | 38:52 | 39:19 | 53:18 | 07:55 | 05:51 |
 | Skull Basher | 16 | 33.33% | 96.7 | 68.75% | +28.12% | +31.25% | -18.75% | -5.44% | 33:44 | 26:37 | 27:34 | 32:03 | 36:45 | 47:34 | 09:11 | 06:48 |
 | Maelstrom | 11 | 22.92% | 95.0 | 72.73% | +29.49% | -39.40% | +27.27% | 20.20% | 15:22 | 09:18 | 13:25 | 14:48 | 16:43 | 24:05 | 03:18 | 02:26 |
 | Quelling Blade | 33 | 68.75% | 93.3 | 57.58% | +24.25% | -7.58% | +17.42% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Void Stone | 31 | 64.58% | 91.7 | 58.06% | +22.77% | +4.44% | +4.44% | 0.00% | 24:43 | 08:26 | 17:55 | 22:31 | 27:10 | 1:06:59 | 09:15 | 06:51 |
 | Fluffy Hat | 41 | 85.42% | 90.0 | 53.66% | +25.09% | +16.34% | -23.66% | -12.31% | 04:15 | -01:29 | 02:35 | 04:39 | 05:50 | 12:33 | 03:15 | 02:24 |
 | Blight Stone | 41 | 85.42% | 88.3 | 53.66% | +25.09% | +26.34% | -13.66% | -12.90% | 04:34 | 01:46 | 02:47 | 04:32 | 05:53 | 12:33 | 03:06 | 02:17 |
 | Mekansm | 6 | 12.50% | 86.7 | 83.33% | +38.09% | +16.67% | +16.67% | 0.00% | 19:03 | 11:42 | 15:00 | 15:49 | 21:55 | 32:04 | 06:55 | 05:07 |
 | Magic Wand | 42 | 87.50% | 85.0 | 52.38% | +19.05% | +11.26% | -2.38% | -2.35% | 09:11 | 00:58 | 05:30 | 08:43 | 11:18 | 20:57 | 05:48 | 04:17 |
 | Boots of Speed | 47 | 97.92% | 83.3 | 51.06% | +51.06% | +7.27% | -9.39% | -4.52% | 06:52 | -01:29 | 04:55 | 06:55 | 08:36 | 12:54 | 03:41 | 02:43 |
 | Orb of Corrosion | 40 | 83.33% | 81.7 | 52.50% | +15.00% | +17.50% | -12.50% | -11.54% | 06:02 | 02:49 | 04:23 | 06:03 | 06:59 | 12:33 | 02:36 | 01:55 |
 | Magic Stick | 45 | 93.75% | 80.0 | 51.11% | +17.78% | +12.53% | -32.93% | -9.81% | 03:46 | -01:29 | -01:24 | 02:12 | 06:02 | 16:18 | 07:26 | 05:30 |
 | Blink Dagger | 44 | 91.67% | 78.3 | 50.00% | 0.00% | +13.64% | -4.55% | -2.96% | 20:13 | 12:13 | 15:44 | 19:18 | 21:53 | 42:32 | 06:09 | 04:33 |
 | Orb of Venom | 45 | 93.75% | 76.7 | 48.89% | -17.78% | -21.62% | +5.66% | 17.41% | 01:24 | -01:29 | -01:29 | 01:22 | 03:03 | 12:33 | 04:32 | 03:21 |
 | Buckler | 3 | 6.25% | 75.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 17:31 | 14:13 | 14:13 | 19:02 | 19:18 | 19:18 | 05:05 | 03:45 |
 | Power Treads | 13 | 27.08% | 73.3 | 61.54% | +15.83% | -28.21% | -28.21% | 0.00% | 09:29 | 07:47 | 08:23 | 09:15 | 09:58 | 11:46 | 01:35 | 01:10 |
 | Arcane Boots | 13 | 27.08% | 71.7 | 61.54% | +15.83% | +5.13% | +5.13% | 0.00% | 15:21 | 06:59 | 09:05 | 11:19 | 17:21 | 33:16 | 08:16 | 06:07 |
 | Aghanim's Shard | 33 | 68.75% | 70.0 | 48.48% | -4.85% | +1.52% | +1.52% | 0.00% | 26:03 | 20:05 | 23:21 | 26:28 | 28:11 | 31:40 | 04:50 | 03:34 |
 | Ring of Protection | 9 | 18.75% | 68.3 | 66.67% | +20.52% | +33.33% | +33.33% | 0.00% | 07:31 | -01:29 | -01:29 | 09:06 | 10:54 | 19:17 | 12:23 | 09:10 |
 | Javelin | 16 | 33.33% | 66.7 | 56.25% | +9.37% | -6.25% | -31.25% | -1.32% | 21:01 | 05:16 | 10:13 | 11:39 | 29:07 | 1:05:00 | 18:54 | 14:00 |
 | Headdress | 7 | 14.58% | 65.0 | 71.43% | +25.09% | +28.57% | -21.43% | -8.82% | 18:39 | 10:53 | 12:35 | 17:48 | 18:15 | 32:04 | 05:40 | 04:11 |
 | Lotus Orb | 7 | 14.58% | 63.3 | 71.43% | +25.09% | -21.43% | -21.43% | 0.00% | 32:26 | 21:51 | 24:23 | 35:13 | 36:44 | 37:52 | 12:21 | 09:08 |
 | Chainmail | 7 | 14.58% | 61.7 | 71.43% | +25.09% | +28.57% | -21.43% | -7.73% | 18:59 | 10:54 | 12:35 | 17:48 | 19:03 | 32:04 | 06:28 | 04:47 |
 | Vanguard | 5 | 10.42% | 60.0 | 80.00% | +33.49% | -80.00% | +20.00% | 3.19% | 37:58 | 18:00 | 18:00 | 45:51 | 49:20 | 51:43 | 31:20 | 23:12 |
 | Eul's Scepter of Divinity | 20 | 41.67% | 58.3 | 50.00% | 0.00% | -10.00% | -10.00% | 0.00% | 23:26 | 13:44 | 17:41 | 22:31 | 28:17 | 38:18 | 10:36 | 07:51 |
 | Wind Lace | 27 | 56.25% | 56.7 | 44.44% | -12.70% | -1.58% | -15.87% | -1.13% | 17:51 | 06:46 | 10:22 | 18:07 | 23:01 | 29:54 | 12:39 | 09:22 |
 | Bottle | 21 | 43.75% | 55.0 | 42.86% | -12.70% | -22.86% | +17.14% | 14.63% | 04:57 | 01:31 | 01:35 | 03:02 | 04:19 | 42:21 | 02:44 | 02:01 |
 | Abyssal Blade | 2 | 4.17% | 53.3 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 51:05 | 49:34 | 49:34 | 52:36 | 52:36 | 52:36 | 03:02 | 02:14 |
 | Guardian Greaves | 2 | 4.17% | 51.7 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 21:14 | 21:02 | 21:02 | 21:25 | 21:25 | 21:25 | 00:23 | 00:17 |
 | Morbid Mask | 2 | 4.17% | 50.0 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 30:04 | 19:18 | 19:18 | 40:50 | 40:50 | 40:50 | 21:32 | 15:57 |
 | Hood of Defiance | 2 | 4.17% | 48.3 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 15:43 | 13:15 | 13:15 | 18:11 | 18:11 | 18:11 | 04:56 | 03:39 |
 | Linken's Sphere | 2 | 4.17% | 46.7 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 34:02 | 25:21 | 25:21 | 42:42 | 42:42 | 42:42 | 17:21 | 12:51 |
 | Diffusal Blade | 7 | 14.58% | 45.0 | 57.14% | +8.36% | +42.86% | +42.86% | 0.00% | 17:32 | 12:19 | 14:32 | 17:41 | 20:20 | 21:25 | 05:48 | 04:17 |
 | Crown | 3 | 6.25% | 43.3 | 66.67% | +17.78% | -66.67% | 0.00% | 0.00% | 34:09 | 28:55 | 28:55 | 30:02 | 43:29 | 43:29 | 14:34 | 10:47 |
 | Crimson Guard | 1 | 2.08% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.08% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:29 | 43:29 | 43:29 | 43:29 | 43:29 | 43:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.08% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.08% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.08% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:29 | 43:29 | 43:29 | 43:29 | 43:29 | 43:29 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.08% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Satanic | 1 | 2.08% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.08% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:29 | 06:29 | 06:29 | 06:29 | 06:29 | 06:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.08% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:19 | 48:19 | 48:19 | 48:19 | 48:19 | 48:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 10.42% | 26.7 | 40.00% | -11.16% | +60.00% | -40.00% | -10.93% | 30:29 | 22:02 | 22:02 | 27:49 | 31:11 | 46:38 | 09:09 | 06:46 |
 | Aghanim's Blessing | 2 | 4.17% | 25.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 54:43 | 48:41 | 48:41 | 60:44 | 60:44 | 60:44 | 12:03 | 08:55 |
 | Medallion of Courage | 2 | 4.17% | 23.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 25:39 | 25:02 | 25:02 | 26:16 | 26:16 | 26:16 | 01:14 | 00:54 |
 | Solar Crest | 2 | 4.17% | 21.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:26 | 30:20 | 30:20 | 30:31 | 30:31 | 30:31 | 00:11 | 00:08 |
 | Wraith Band | 3 | 6.25% | 20.0 | 33.33% | -17.78% | +66.67% | 0.00% | 0.00% | 02:15 | 00:18 | 00:18 | 02:26 | 04:00 | 04:00 | 03:42 | 02:44 |
 | Black King Bar | 3 | 6.25% | 18.3 | 33.33% | -17.78% | -33.33% | 0.00% | 0.00% | 39:14 | 34:40 | 34:40 | 40:10 | 42:51 | 42:51 | 08:11 | 06:03 |
 | Tranquil Boots | 3 | 6.25% | 16.7 | 33.33% | -17.78% | -33.33% | 0.00% | 0.00% | 10:17 | 09:40 | 09:40 | 10:30 | 10:41 | 10:41 | 01:01 | 00:45 |
 | Monkey King Bar | 4 | 8.33% | 15.0 | 25.00% | -27.27% | -25.00% | -25.00% | 0.00% | 48:45 | 34:08 | 34:08 | 34:55 | 60:41 | 1:05:14 | 26:33 | 19:40 |
 | Octarine Core | 1 | 2.08% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.08% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.08% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:59 | 1:06:59 | 1:06:59 | 1:06:59 | 1:06:59 | 1:06:59 | 00:00 | 00:00 |
 | Yasha | 1 | 2.08% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.08% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.08% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:00 | 1:04:00 | 1:04:00 | 1:04:00 | 1:04:00 | 1:04:00 | 00:00 | 00:00 |
 | Urn of Shadows | 3 | 6.25% | 3.3 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 08:47 | 05:30 | 05:30 | 09:06 | 11:44 | 11:44 | 06:14 | 04:37 |
 | Manta Style | 1 | 2.08% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 00:00 | 00:00 |