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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 | |
 | Kaya | 40 | 54.05% | 100.0 | 50.00% | +20.59% | -10.00% | -20.00% | -1.70% | 23:30 | 14:00 | 19:48 | 24:22 | 25:40 | 33:28 | 05:52 | 04:20 |
 | Arcane Boots | 17 | 22.97% | 98.0 | 58.82% | +23.73% | +16.18% | +16.18% | 0.00% | 12:59 | 05:10 | 06:31 | 11:38 | 15:02 | 34:49 | 08:31 | 06:18 |
 | Bloodstone | 32 | 43.24% | 96.0 | 50.00% | +16.67% | +12.50% | 0.00% | -1.69% | 27:10 | 18:51 | 22:43 | 26:22 | 30:08 | 45:15 | 07:25 | 05:29 |
 | Hood of Defiance | 20 | 27.03% | 94.0 | 55.00% | +19.81% | -15.00% | +5.00% | 3.11% | 15:16 | 07:19 | 11:36 | 14:25 | 18:02 | 25:40 | 06:26 | 04:45 |
 | Chainmail | 11 | 14.86% | 92.0 | 63.64% | +27.13% | +3.03% | +3.03% | 0.00% | 15:33 | 07:44 | 09:37 | 15:46 | 17:10 | 32:30 | 07:33 | 05:35 |
 | Aeon Disk | 3 | 4.05% | 90.0 | 100.00% | +61.97% | 0.00% | 0.00% | 0.00% | 41:22 | 36:26 | 36:26 | 41:42 | 45:57 | 45:57 | 09:31 | 07:02 |
 | Headdress | 9 | 12.16% | 88.0 | 66.67% | +29.75% | +33.33% | -16.67% | -5.54% | 13:25 | 07:43 | 07:55 | 15:05 | 16:57 | 20:05 | 09:02 | 06:41 |
 | Mekansm | 9 | 12.16% | 86.0 | 66.67% | +29.75% | +33.33% | -16.67% | -6.45% | 17:10 | 10:30 | 10:38 | 17:24 | 18:23 | 28:57 | 07:45 | 05:44 |
 | Ring of Health | 21 | 28.38% | 84.0 | 52.38% | +16.53% | -12.38% | -12.38% | 0.00% | 15:47 | 07:14 | 11:24 | 14:19 | 18:03 | 30:33 | 06:39 | 04:55 |
 | Boots of Speed | 74 | 100.00% | 82.0 | 40.54% | +40.54% | +6.83% | -34.98% | -31.36% | 05:09 | 02:13 | 04:21 | 05:08 | 05:41 | 10:03 | 01:20 | 00:59 |
 | Buckler | 7 | 9.46% | 80.0 | 71.43% | +34.12% | -71.43% | +28.57% | 20.27% | 16:33 | 12:16 | 13:15 | 16:40 | 18:11 | 20:40 | 04:56 | 03:39 |
 | Wind Lace | 65 | 87.84% | 78.0 | 40.00% | -4.44% | +22.50% | +16.25% | -1.56% | 09:57 | -01:22 | 06:41 | 08:29 | 10:42 | 29:16 | 04:01 | 02:58 |
 | Eul's Scepter of Divinity | 56 | 75.68% | 76.0 | 41.07% | +2.18% | -5.36% | +1.79% | 1.58% | 15:12 | 09:08 | 11:39 | 12:56 | 16:10 | 36:44 | 04:31 | 03:20 |
 | Void Stone | 59 | 79.73% | 74.0 | 40.68% | +0.68% | +5.99% | +5.99% | 0.00% | 14:37 | 06:15 | 10:23 | 12:12 | 15:51 | 41:04 | 05:28 | 04:02 |
 | Magic Wand | 54 | 72.97% | 72.0 | 40.74% | +0.74% | -5.03% | +5.41% | 2.63% | 07:01 | 00:42 | 04:41 | 06:25 | 08:39 | 25:22 | 03:58 | 02:56 |
 | Shiva's Guard | 15 | 20.27% | 70.0 | 53.33% | +16.04% | +21.67% | -3.33% | -4.76% | 34:46 | 26:38 | 31:38 | 34:57 | 36:53 | 40:16 | 05:15 | 03:53 |
 | Null Talisman | 60 | 81.08% | 68.0 | 38.33% | -11.67% | +21.67% | -18.33% | -15.48% | 03:41 | -00:08 | 01:56 | 03:17 | 04:31 | 16:09 | 02:35 | 01:54 |
 | Magic Stick | 57 | 77.03% | 66.0 | 38.60% | -8.46% | -10.03% | +4.26% | 3.01% | 04:14 | -01:29 | 01:40 | 04:34 | 06:25 | 12:54 | 04:45 | 03:31 |
 | Guardian Greaves | 6 | 8.11% | 64.0 | 66.67% | +28.43% | -16.67% | -66.67% | -12.61% | 22:00 | 16:40 | 18:39 | 21:31 | 22:37 | 30:30 | 03:58 | 02:56 |
 | Bottle | 55 | 74.32% | 62.0 | 34.55% | -23.34% | +22.59% | +8.31% | -12.42% | 03:12 | 01:45 | 02:18 | 02:43 | 03:27 | 09:01 | 01:09 | 00:51 |
 | Blink Dagger | 9 | 12.16% | 60.0 | 55.56% | +17.10% | -5.56% | +44.44% | 2.73% | 28:07 | 14:37 | 17:17 | 25:12 | 35:34 | 43:22 | 18:17 | 13:32 |
 | Ring of Protection | 9 | 12.16% | 58.0 | 55.56% | +17.10% | -55.56% | -5.56% | 5.07% | 17:47 | 08:12 | 09:41 | 16:40 | 19:33 | 39:02 | 09:52 | 07:18 |
 | Bracer | 9 | 12.16% | 56.0 | 55.56% | +17.10% | +44.44% | -55.56% | -25.86% | 04:17 | 01:13 | 01:23 | 02:36 | 05:15 | 11:26 | 03:52 | 02:51 |
 | Black King Bar | 39 | 52.70% | 54.0 | 35.90% | -9.81% | +14.10% | +14.10% | 0.00% | 26:08 | 18:17 | 21:55 | 26:05 | 30:06 | 36:10 | 08:11 | 06:03 |
 | Pipe of Insight | 2 | 2.70% | 52.0 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 17:14 | 16:54 | 16:54 | 17:33 | 17:33 | 17:33 | 00:39 | 00:28 |
 | Solar Crest | 2 | 2.70% | 50.0 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 35:15 | 29:43 | 29:43 | 40:47 | 40:47 | 40:47 | 11:04 | 08:11 |
 | Force Staff | 3 | 4.05% | 48.0 | 66.67% | +27.23% | +33.33% | 0.00% | 0.00% | 19:59 | 10:52 | 10:52 | 17:23 | 31:42 | 31:42 | 20:50 | 15:25 |
 | Blight Stone | 3 | 4.05% | 46.0 | 66.67% | +27.23% | +33.33% | 0.00% | 0.00% | 29:23 | 23:41 | 23:41 | 31:59 | 32:30 | 32:30 | 08:49 | 06:31 |
 | Medallion of Courage | 3 | 4.05% | 44.0 | 66.67% | +27.23% | +33.33% | 0.00% | 0.00% | 29:23 | 23:41 | 23:41 | 31:59 | 32:30 | 32:30 | 08:49 | 06:31 |
 | Wind Waker | 4 | 5.41% | 42.0 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 47:04 | 37:42 | 37:42 | 47:12 | 51:02 | 52:20 | 13:20 | 09:52 |
 | Veil of Discord | 1 | 1.35% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Crown | 1 | 1.35% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.35% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.35% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 00:00 | 00:00 |
 | Eternal Shroud | 11 | 14.86% | 32.0 | 27.27% | -15.59% | -27.27% | +6.06% | 6.43% | 18:52 | 13:27 | 15:56 | 19:54 | 21:07 | 24:30 | 05:11 | 03:50 |
 | Aghanim's Scepter | 2 | 2.70% | 30.0 | 50.00% | +9.72% | -50.00% | 0.00% | 0.00% | 36:16 | 24:01 | 24:01 | 48:31 | 48:31 | 48:31 | 24:30 | 18:08 |
 | Quelling Blade | 3 | 4.05% | 28.0 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 06:27 | -01:28 | -01:28 | -01:28 | 22:16 | 22:16 | 23:44 | 17:34 |
 | Tranquil Boots | 3 | 4.05% | 26.0 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 11:50 | 11:02 | 11:02 | 11:42 | 12:45 | 12:45 | 01:43 | 01:16 |
 | Aghanim's Shard | 4 | 5.41% | 24.0 | 25.00% | -16.43% | -25.00% | -25.00% | 0.00% | 44:25 | 39:00 | 39:00 | 41:08 | 48:41 | 48:50 | 09:41 | 07:10 |
 | Ghost Scepter | 6 | 8.11% | 22.0 | 16.67% | -25.98% | +33.33% | -16.67% | -3.65% | 28:12 | 16:08 | 18:58 | 30:21 | 32:40 | 40:15 | 13:42 | 10:08 |
 | Lotus Orb | 1 | 1.35% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.35% | 18.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.35% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.35% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.35% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.35% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.35% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 00:00 | 00:00 |
 | Sange | 1 | 1.35% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.35% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.35% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |