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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 | 7 | 23.33% | 100.0 | 85.71% | +50.93% | +14.29% | -35.71% | 0.00% | 36:06 | 24:24 | 27:55 | 37:05 | 37:58 | 49:43 | 10:03 | 07:26 |
 | Shiva's Guard | 8 | 26.67% | 97.3 | 75.00% | +38.64% | +25.00% | -75.00% | 0.00% | 34:29 | 23:29 | 26:03 | 31:20 | 35:23 | 51:50 | 09:20 | 06:54 |
 | Quelling Blade | 27 | 90.00% | 94.6 | 51.85% | +51.85% | +5.29% | -8.99% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Kaya and Sange | 18 | 60.00% | 91.9 | 55.56% | +22.23% | +4.44% | -30.56% | -4.81% | 23:30 | 17:20 | 19:47 | 21:20 | 27:04 | 39:10 | 07:17 | 05:23 |
 | Scythe of Vyse | 5 | 16.67% | 89.2 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 36:45 | 26:26 | 26:26 | 39:30 | 43:22 | 47:07 | 16:56 | 12:32 |
 | Sange | 23 | 76.67% | 86.5 | 52.17% | +23.60% | +14.50% | -18.84% | -5.47% | 21:46 | 14:41 | 17:08 | 18:14 | 23:14 | 39:05 | 06:06 | 04:31 |
 | Ring of Protection | 29 | 96.67% | 83.8 | 48.28% | +48.28% | -5.42% | -5.42% | 0.00% | 04:20 | -01:29 | 01:08 | 04:27 | 06:06 | 11:55 | 04:58 | 03:40 |
 | Soul Ring | 29 | 96.67% | 81.1 | 48.28% | +48.28% | +8.86% | -5.42% | -3.14% | 06:34 | 02:18 | 04:09 | 06:21 | 08:42 | 13:09 | 04:33 | 03:22 |
 | Void Stone | 24 | 80.00% | 78.4 | 50.00% | +16.67% | +16.67% | -16.67% | -3.66% | 16:47 | 07:50 | 11:05 | 15:59 | 20:11 | 33:16 | 09:06 | 06:44 |
 | Kaya | 19 | 63.33% | 75.7 | 52.63% | +16.27% | +7.37% | -12.63% | -4.82% | 21:24 | 14:51 | 16:55 | 20:28 | 21:04 | 36:07 | 04:09 | 03:04 |
 | Boots of Speed | 30 | 100.00% | 73.0 | 46.67% | +46.67% | +3.33% | -18.10% | -5.98% | 05:34 | 01:49 | 03:43 | 04:55 | 07:18 | 11:16 | 03:35 | 02:39 |
 | Magic Stick | 30 | 100.00% | 70.3 | 46.67% | +46.67% | -9.17% | -3.81% | 0.84% | 03:37 | -01:29 | 01:03 | 01:47 | 07:26 | 12:27 | 06:23 | 04:43 |
 | Arcane Boots | 30 | 100.00% | 67.6 | 46.67% | +46.67% | +15.83% | -18.10% | -9.01% | 08:19 | 04:09 | 06:05 | 07:52 | 09:51 | 17:54 | 03:46 | 02:47 |
 | Bracer | 17 | 56.67% | 64.9 | 52.94% | +14.48% | -2.94% | -2.94% | 0.00% | 01:55 | -01:29 | 01:35 | 02:08 | 02:33 | 03:49 | 00:58 | 00:42 |
 | Magic Wand | 28 | 93.33% | 62.2 | 46.43% | -3.57% | -3.57% | -3.57% | 0.00% | 07:39 | 02:32 | 04:56 | 08:26 | 09:35 | 12:40 | 04:39 | 03:26 |
 | Eul's Scepter of Divinity | 10 | 33.33% | 59.5 | 60.00% | +20.00% | +40.00% | -60.00% | -28.30% | 15:57 | 12:13 | 13:40 | 15:13 | 17:12 | 22:58 | 03:32 | 02:37 |
 | Wind Lace | 10 | 33.33% | 56.8 | 60.00% | +20.00% | +6.67% | -60.00% | -10.58% | 12:59 | 06:33 | 09:00 | 12:34 | 15:18 | 22:29 | 06:18 | 04:40 |
 | Ring of Health | 25 | 83.33% | 54.1 | 44.00% | -16.00% | -27.33% | +6.00% | 5.57% | 11:09 | 03:41 | 07:24 | 10:51 | 13:23 | 22:26 | 05:59 | 04:25 |
 | Black King Bar | 12 | 40.00% | 51.4 | 50.00% | +5.56% | -16.67% | +16.67% | 3.94% | 32:36 | 22:22 | 28:34 | 30:48 | 37:02 | 45:41 | 08:28 | 06:16 |
 | Lotus Orb | 17 | 56.67% | 48.6 | 41.18% | -12.67% | +8.82% | -16.18% | -4.29% | 21:16 | 12:26 | 17:00 | 20:31 | 22:50 | 33:29 | 05:50 | 04:19 |
 | Hood of Defiance | 16 | 53.33% | 45.9 | 37.50% | -19.64% | +37.50% | -37.50% | -23.68% | 11:38 | 06:08 | 09:33 | 11:04 | 12:43 | 19:54 | 03:10 | 02:20 |
 | Aeon Disk | 4 | 13.33% | 43.2 | 50.00% | +3.85% | +50.00% | +50.00% | 0.00% | 44:00 | 30:57 | 30:57 | 32:00 | 50:57 | 1:02:07 | 20:00 | 14:48 |
 | Linken's Sphere | 1 | 3.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 16.67% | 32.4 | 40.00% | -8.00% | +60.00% | -40.00% | 0.00% | 29:04 | 20:01 | 20:01 | 34:26 | 34:53 | 35:26 | 14:52 | 11:00 |
 | Blink Dagger | 3 | 10.00% | 29.7 | 33.33% | -14.82% | +66.67% | 0.00% | 0.00% | 34:46 | 26:55 | 26:55 | 35:56 | 41:28 | 41:28 | 14:33 | 10:46 |
 | Vanguard | 3 | 10.00% | 27.0 | 33.33% | -14.82% | +66.67% | 0.00% | 0.00% | 07:42 | 06:35 | 06:35 | 07:52 | 08:39 | 08:39 | 02:04 | 01:31 |
 | Pipe of Insight | 3 | 10.00% | 24.3 | 33.33% | -14.82% | -33.33% | 0.00% | 0.00% | 23:15 | 21:53 | 21:53 | 23:12 | 24:41 | 24:41 | 02:48 | 02:04 |
 | Headdress | 3 | 10.00% | 21.6 | 33.33% | -14.82% | -33.33% | 0.00% | 0.00% | 21:42 | 21:06 | 21:06 | 21:10 | 22:51 | 22:51 | 01:45 | 01:17 |
 | Crimson Guard | 1 | 3.33% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.33% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.33% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.33% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:51 | 02:51 | 02:51 | 02:51 | 02:51 | 02:51 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.33% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 20.00% | 5.4 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 28:06 | 17:37 | 18:52 | 21:57 | 27:07 | 57:10 | 08:15 | 06:06 |
 | Eternal Shroud | 1 | 3.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |