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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 | |
 | Linken's Sphere | 10 | 9.71% | 100.0 | 90.00% | +38.39% | -23.33% | +10.00% | 0.00% | 31:57 | 23:16 | 27:45 | 30:17 | 37:19 | 41:24 | 09:34 | 07:05 |
 | Ring of Health | 22 | 21.36% | 97.7 | 77.27% | +27.89% | -10.60% | +2.73% | 1.29% | 35:11 | 22:33 | 29:46 | 33:40 | 40:06 | 48:25 | 10:20 | 07:39 |
 | Magic Wand | 69 | 66.99% | 95.3 | 63.77% | +25.53% | -4.95% | -10.83% | -1.02% | 06:38 | 00:41 | 03:16 | 06:08 | 09:02 | 16:27 | 05:46 | 04:16 |
 | Spirit Vessel | 50 | 48.54% | 93.0 | 66.00% | +20.72% | +10.92% | -7.67% | -10.42% | 13:12 | 10:32 | 12:16 | 12:54 | 14:03 | 17:04 | 01:47 | 01:19 |
 | Magic Stick | 78 | 75.73% | 90.7 | 62.82% | +30.82% | -2.82% | -15.45% | -1.96% | 04:44 | -01:29 | 01:19 | 03:23 | 07:45 | 15:58 | 06:26 | 04:45 |
 | Aghanim's Scepter | 61 | 59.22% | 88.4 | 62.30% | +17.06% | +4.37% | -22.30% | -2.56% | 28:13 | 15:13 | 22:35 | 27:08 | 32:59 | 1:01:17 | 10:24 | 07:42 |
 | Ring of Protection | 73 | 70.87% | 86.0 | 60.27% | +16.94% | +6.40% | +11.95% | 2.28% | 04:20 | -01:29 | 02:59 | 04:28 | 05:25 | 10:13 | 02:26 | 01:48 |
 | Urn of Shadows | 73 | 70.87% | 83.7 | 60.27% | +16.94% | +6.40% | +6.40% | 0.00% | 05:44 | 02:38 | 04:37 | 05:44 | 06:39 | 11:45 | 02:02 | 01:30 |
 | Void Stone | 39 | 37.86% | 81.4 | 64.10% | +14.10% | +5.90% | -4.10% | -1.04% | 33:24 | 09:57 | 28:16 | 33:15 | 37:54 | 49:08 | 09:38 | 07:08 |
 | Boots of Speed | 103 | 100.00% | 79.1 | 55.34% | +55.34% | +13.89% | -1.49% | -6.36% | 06:02 | 01:57 | 04:40 | 05:44 | 07:05 | 12:07 | 02:25 | 01:47 |
 | Null Talisman | 98 | 95.15% | 76.7 | 54.08% | -25.92% | +5.92% | -4.08% | -7.32% | 02:26 | 00:27 | 01:29 | 02:00 | 02:51 | 09:17 | 01:22 | 01:00 |
 | Wind Lace | 27 | 26.21% | 74.4 | 62.96% | +10.33% | -20.10% | -5.82% | 1.75% | 11:36 | 04:21 | 07:02 | 09:16 | 15:11 | 23:46 | 08:09 | 06:02 |
 | Shiva's Guard | 7 | 6.80% | 72.1 | 85.71% | +32.58% | +14.29% | +14.29% | 0.00% | 37:46 | 29:07 | 32:42 | 36:59 | 37:23 | 51:16 | 04:41 | 03:28 |
 | Black King Bar | 63 | 61.17% | 69.8 | 53.97% | -3.53% | -10.22% | +21.03% | 4.47% | 26:41 | 16:38 | 22:43 | 26:25 | 29:42 | 48:16 | 06:59 | 05:10 |
 | Hand of Midas | 45 | 43.69% | 67.4 | 53.33% | -3.57% | -16.97% | +19.40% | 4.89% | 15:57 | 07:37 | 11:52 | 17:10 | 19:18 | 22:45 | 07:26 | 05:30 |
 | Refresher Orb | 10 | 9.71% | 65.1 | 70.00% | +16.24% | -3.33% | -20.00% | 0.00% | 43:21 | 31:29 | 37:29 | 39:41 | 47:45 | 1:07:00 | 10:16 | 07:36 |
 | Chainmail | 46 | 44.66% | 62.8 | 47.83% | -13.57% | +10.50% | +6.72% | -0.79% | 11:06 | 06:26 | 08:10 | 10:55 | 12:58 | 20:04 | 04:48 | 03:33 |
 | Blight Stone | 9 | 8.74% | 60.5 | 66.67% | +12.41% | -16.67% | -16.67% | 0.00% | 15:37 | 11:40 | 11:55 | 15:30 | 18:19 | 19:50 | 06:24 | 04:44 |
 | Solar Crest | 9 | 8.74% | 58.1 | 66.67% | +12.41% | -16.67% | -16.67% | 0.00% | 20:19 | 16:11 | 16:23 | 21:05 | 22:57 | 25:59 | 06:34 | 04:51 |
 | Medallion of Courage | 9 | 8.74% | 55.8 | 66.67% | +12.41% | -16.67% | -16.67% | 0.00% | 15:46 | 11:40 | 11:55 | 15:30 | 18:19 | 20:04 | 06:24 | 04:44 |
 | Crown | 9 | 8.74% | 53.5 | 66.67% | +12.41% | -16.67% | -66.67% | 0.00% | 17:52 | 12:57 | 14:03 | 16:56 | 20:52 | 22:36 | 06:49 | 05:02 |
 | Phase Boots | 21 | 20.39% | 51.2 | 52.38% | -3.72% | +7.62% | +7.62% | 0.00% | 09:38 | 07:02 | 08:00 | 08:50 | 09:33 | 17:23 | 01:33 | 01:08 |
 | Scythe of Vyse | 17 | 16.50% | 48.8 | 52.94% | -2.87% | +22.06% | +22.06% | 0.00% | 37:55 | 27:42 | 31:41 | 36:37 | 41:20 | 52:19 | 09:39 | 07:08 |
 | Blink Dagger | 14 | 13.59% | 46.5 | 50.00% | -6.18% | -25.00% | -50.00% | -3.61% | 27:06 | 13:24 | 21:23 | 22:22 | 28:19 | 1:07:56 | 06:56 | 05:08 |
 | Drum of Endurance | 6 | 5.83% | 44.2 | 66.67% | +12.03% | -66.67% | +33.33% | 0.00% | 09:50 | 08:20 | 08:27 | 09:17 | 09:58 | 13:27 | 01:31 | 01:07 |
 | Force Staff | 12 | 11.65% | 41.9 | 50.00% | -6.04% | +16.67% | -50.00% | -18.35% | 22:46 | 17:17 | 18:35 | 19:59 | 22:13 | 35:00 | 03:38 | 02:41 |
 | Fluffy Hat | 12 | 11.65% | 39.5 | 50.00% | -6.04% | +16.67% | -50.00% | -14.44% | 21:48 | 16:32 | 16:55 | 18:05 | 21:32 | 34:59 | 04:37 | 03:25 |
 | Eul's Scepter of Divinity | 2 | 1.94% | 37.2 | 100.00% | +45.54% | 0.00% | 0.00% | 0.00% | 19:31 | 15:19 | 15:19 | 23:43 | 23:43 | 23:43 | 08:24 | 06:13 |
 | Witch Blade | 24 | 23.30% | 34.9 | 33.33% | -28.70% | +16.67% | 0.00% | -4.13% | 14:33 | 11:15 | 12:20 | 13:32 | 16:22 | 19:48 | 04:02 | 02:59 |
 | Aghanim's Shard | 9 | 8.74% | 32.6 | 44.44% | -11.94% | -44.44% | -44.44% | 0.00% | 30:19 | 20:08 | 24:27 | 31:06 | 35:51 | 39:05 | 11:24 | 08:26 |
 | Orchid Malevolence | 4 | 3.88% | 30.2 | 50.00% | -5.56% | +50.00% | +50.00% | 0.00% | 36:32 | 15:54 | 15:54 | 17:42 | 53:08 | 59:24 | 37:14 | 27:34 |
 | Quelling Blade | 4 | 3.88% | 27.9 | 50.00% | -5.56% | +50.00% | -50.00% | 0.00% | 03:13 | -01:29 | -01:29 | -01:29 | -01:29 | 17:20 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.97% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Aether Lens | 5 | 4.85% | 23.3 | 40.00% | -16.12% | +60.00% | +60.00% | 0.00% | 40:13 | 28:06 | 28:06 | 37:46 | 50:56 | 56:00 | 22:50 | 16:54 |
 | Power Treads | 5 | 4.85% | 20.9 | 40.00% | -16.12% | -40.00% | +60.00% | 0.00% | 07:32 | 04:52 | 04:52 | 05:43 | 07:29 | 14:30 | 02:37 | 01:56 |
 | Aeon Disk | 2 | 1.94% | 18.6 | 50.00% | -5.45% | +50.00% | 0.00% | 0.00% | 40:01 | 34:33 | 34:33 | 45:29 | 45:29 | 45:29 | 10:56 | 08:05 |
 | Octarine Core | 3 | 2.91% | 16.3 | 33.33% | -22.67% | -33.33% | 0.00% | 0.00% | 31:34 | 28:16 | 28:16 | 28:40 | 37:46 | 37:46 | 09:30 | 07:02 |
 | Sange | 1 | 0.97% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 1.94% | 11.6 | 0.00% | -56.44% | 0.00% | 0.00% | 0.00% | 57:15 | 53:40 | 53:40 | 60:50 | 60:50 | 60:50 | 07:10 | 05:18 |
 | Kaya | 1 | 0.97% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.97% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.97% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Bottle | 1 | 0.97% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 00:00 | 00:00 |