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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 | |
 | Eternal Shroud | 23 | 40.35% | 100.0 | 60.87% | +25.58% | -27.54% | +22.46% | 12.20% | 20:47 | 13:31 | 17:18 | 20:14 | 21:24 | 38:37 | 04:06 | 03:02 |
 | Bloodstone | 17 | 29.82% | 97.8 | 64.71% | +27.21% | +10.29% | +35.29% | 3.25% | 30:19 | 21:13 | 26:42 | 29:14 | 34:23 | 39:59 | 07:41 | 05:41 |
 | Hood of Defiance | 39 | 68.42% | 95.6 | 51.28% | +17.95% | -1.28% | +18.72% | 7.27% | 12:10 | 09:05 | 10:06 | 11:18 | 12:51 | 21:01 | 02:45 | 02:02 |
 | Ring of Health | 39 | 68.42% | 93.3 | 51.28% | +17.95% | -1.28% | +18.72% | 7.27% | 11:53 | 08:02 | 09:46 | 11:06 | 12:31 | 20:56 | 02:45 | 02:02 |
 | Kaya | 43 | 75.44% | 91.1 | 48.84% | +13.13% | +5.71% | -12.48% | -2.40% | 23:50 | 15:28 | 19:31 | 24:03 | 27:05 | 41:16 | 07:34 | 05:36 |
 | Boots of Speed | 57 | 100.00% | 88.9 | 45.61% | +45.61% | +4.39% | -9.90% | -9.32% | 04:23 | 02:08 | 03:36 | 04:06 | 05:08 | 07:15 | 01:32 | 01:08 |
 | Void Stone | 39 | 68.42% | 86.7 | 48.72% | +9.83% | -8.72% | -8.72% | 0.00% | 15:14 | 06:56 | 11:13 | 13:40 | 15:13 | 44:48 | 04:00 | 02:57 |
 | Magic Wand | 52 | 91.23% | 84.4 | 46.15% | +6.15% | +7.70% | -15.38% | -5.11% | 06:20 | 00:40 | 03:35 | 05:22 | 08:06 | 17:44 | 04:31 | 03:20 |
 | Headdress | 11 | 19.30% | 82.2 | 63.64% | +22.34% | +3.03% | +3.03% | 0.00% | 11:56 | 04:44 | 08:48 | 10:20 | 12:08 | 24:03 | 03:20 | 02:28 |
 | Magic Stick | 54 | 94.74% | 80.0 | 44.44% | -22.23% | -8.73% | -29.06% | -4.55% | 04:08 | -01:29 | 01:46 | 02:34 | 06:14 | 17:43 | 04:28 | 03:18 |
 | Arcane Boots | 49 | 85.96% | 77.8 | 44.90% | -5.10% | -11.57% | -19.90% | -4.38% | 08:33 | 05:10 | 06:40 | 07:33 | 08:34 | 31:04 | 01:54 | 01:24 |
 | Mekansm | 9 | 15.79% | 75.6 | 66.67% | +25.00% | -16.67% | -16.67% | 0.00% | 14:23 | 10:34 | 11:02 | 12:52 | 14:29 | 24:03 | 03:27 | 02:33 |
 | Chainmail | 9 | 15.79% | 73.3 | 66.67% | +25.00% | -16.67% | -66.67% | 0.00% | 11:21 | 06:28 | 08:47 | 09:52 | 11:47 | 24:03 | 03:00 | 02:13 |
 | Eul's Scepter of Divinity | 34 | 59.65% | 71.1 | 47.06% | +3.58% | +8.50% | -9.56% | -4.86% | 15:52 | 09:20 | 12:38 | 14:16 | 16:21 | 48:15 | 03:43 | 02:45 |
 | Guardian Greaves | 5 | 8.77% | 68.9 | 80.00% | +37.69% | +20.00% | -80.00% | 0.00% | 20:32 | 16:20 | 16:20 | 16:44 | 23:41 | 29:11 | 07:21 | 05:26 |
 | Null Talisman | 41 | 71.93% | 66.7 | 43.90% | -6.10% | +6.10% | -3.90% | -6.38% | 03:37 | 01:25 | 02:35 | 03:06 | 04:09 | 07:48 | 01:34 | 01:09 |
 | Sange | 30 | 52.63% | 64.4 | 46.67% | +2.23% | -9.17% | +10.47% | 3.32% | 21:18 | 12:55 | 17:25 | 21:22 | 23:20 | 37:47 | 05:55 | 04:22 |
 | Kaya and Sange | 28 | 49.12% | 62.2 | 46.43% | +1.60% | -17.86% | +10.71% | 4.04% | 25:24 | 17:18 | 21:17 | 23:22 | 28:21 | 41:47 | 07:04 | 05:14 |
 | Wind Lace | 44 | 77.19% | 60.0 | 40.91% | -20.63% | -4.55% | -4.55% | 0.00% | 12:41 | 02:08 | 07:32 | 11:39 | 13:32 | 45:13 | 06:00 | 04:26 |
 | Bottle | 35 | 61.40% | 57.8 | 42.86% | -7.14% | -9.53% | +23.81% | 33.34% | 01:44 | 00:52 | 01:17 | 01:29 | 01:41 | 05:26 | 00:24 | 00:17 |
 | Buckler | 6 | 10.53% | 55.6 | 66.67% | +23.53% | +33.33% | -66.67% | 0.00% | 19:52 | 12:22 | 15:24 | 15:37 | 28:34 | 28:43 | 13:10 | 09:45 |
 | Ring of Protection | 6 | 10.53% | 53.3 | 66.67% | +23.53% | +33.33% | -66.67% | 0.00% | 19:52 | 12:22 | 15:24 | 15:36 | 28:34 | 28:43 | 13:10 | 09:45 |
 | Aghanim's Shard | 19 | 33.33% | 51.1 | 42.11% | -5.26% | -2.11% | -2.11% | 0.00% | 33:05 | 20:08 | 24:03 | 33:31 | 37:32 | 52:13 | 13:29 | 09:59 |
 | Bracer | 2 | 3.51% | 48.9 | 100.00% | +56.36% | 0.00% | 0.00% | 0.00% | 05:25 | 02:59 | 02:59 | 07:50 | 07:50 | 07:50 | 04:51 | 03:35 |
 | Blink Dagger | 10 | 17.54% | 46.7 | 50.00% | +5.32% | +16.67% | 0.00% | -6.06% | 31:53 | 10:12 | 31:05 | 32:23 | 33:50 | 46:54 | 02:45 | 02:02 |
 | Black King Bar | 25 | 43.86% | 44.4 | 36.00% | -17.13% | +14.00% | +14.00% | 0.00% | 29:44 | 18:31 | 23:11 | 27:37 | 32:02 | 53:55 | 08:51 | 06:33 |
 | Aeon Disk | 9 | 15.79% | 42.2 | 44.44% | -1.39% | +5.56% | +5.56% | 0.00% | 39:02 | 24:47 | 31:21 | 37:28 | 43:34 | 50:52 | 12:13 | 09:02 |
 | Shiva's Guard | 13 | 22.81% | 40.0 | 38.46% | -9.27% | +28.21% | -5.13% | -1.92% | 42:04 | 29:17 | 33:04 | 38:34 | 50:25 | 60:57 | 17:21 | 12:51 |
 | Lotus Orb | 3 | 5.26% | 37.8 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 33:45 | 27:33 | 27:33 | 36:50 | 36:52 | 36:52 | 09:19 | 06:54 |
 | Aether Lens | 3 | 5.26% | 35.6 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 18:51 | 14:32 | 14:32 | 16:17 | 25:45 | 25:45 | 11:13 | 08:18 |
 | Heart of Tarrasque | 3 | 5.26% | 33.3 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 41:21 | 30:12 | 30:12 | 42:43 | 51:08 | 51:08 | 20:56 | 15:30 |
 | Tranquil Boots | 1 | 1.75% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.75% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 00:00 | 00:00 |
 | Wind Waker | 5 | 8.77% | 26.7 | 40.00% | -6.15% | +60.00% | -40.00% | 0.00% | 49:40 | 40:19 | 40:19 | 52:03 | 52:33 | 57:02 | 12:14 | 09:03 |
 | Fluffy Hat | 2 | 3.51% | 24.4 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 07:23 | 06:00 | 06:00 | 08:45 | 08:45 | 08:45 | 02:45 | 02:02 |
 | Heaven's Halberd | 2 | 3.51% | 22.2 | 0.00% | -47.27% | 0.00% | 0.00% | 0.00% | 21:24 | 18:38 | 18:38 | 24:10 | 24:10 | 24:10 | 05:32 | 04:05 |
 | Quelling Blade | 1 | 1.75% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.75% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.75% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.75% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Crown | 1 | 1.75% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Blight Stone | 2 | 3.51% | 8.9 | 0.00% | -47.27% | 0.00% | 0.00% | 0.00% | 09:52 | -01:29 | -01:29 | 21:13 | 21:13 | 21:13 | 22:42 | 16:48 |
 | Force Staff | 1 | 1.75% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.75% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:24 | 25:24 | 25:24 | 25:24 | 25:24 | 25:24 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.75% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |