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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 | |
 | Magic Wand | 24 | 88.89% | 100.0 | 37.50% | +37.50% | -20.83% | -4.17% | 3.00% | 05:49 | -01:29 | 02:38 | 04:15 | 08:11 | 15:27 | 05:33 | 04:06 |
 | Magic Stick | 24 | 88.89% | 97.5 | 37.50% | +37.50% | -4.17% | +12.50% | 16.67% | 00:35 | -01:29 | -01:29 | -01:29 | 02:18 | 07:38 | 03:47 | 02:48 |
 | Quelling Blade | 26 | 96.30% | 95.0 | 34.62% | +34.62% | +36.81% | -17.95% | 0.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 09:08 | 00:00 | 00:00 |
 | Void Stone | 11 | 40.74% | 92.5 | 45.45% | +20.45% | -12.12% | +21.22% | 3.98% | 24:57 | 17:21 | 20:10 | 22:24 | 28:33 | 36:50 | 08:23 | 06:12 |
 | Orb of Corrosion | 16 | 59.26% | 90.0 | 37.50% | +10.23% | -37.50% | +12.50% | 20.69% | 06:28 | 03:36 | 05:18 | 06:19 | 07:43 | 09:22 | 02:25 | 01:47 |
 | Boots of Speed | 26 | 96.30% | 87.5 | 30.77% | -69.23% | +12.09% | -14.10% | -8.14% | 06:45 | 02:34 | 05:18 | 06:11 | 08:31 | 11:29 | 03:13 | 02:22 |
 | Fluffy Hat | 17 | 62.96% | 85.0 | 35.29% | +5.29% | -10.29% | +39.71% | 12.77% | 05:25 | 02:12 | 03:09 | 05:28 | 07:04 | 07:47 | 03:55 | 02:54 |
 | Diffusal Blade | 13 | 48.15% | 82.5 | 38.46% | +9.89% | -5.13% | -5.13% | 0.00% | 13:25 | 10:22 | 11:23 | 13:07 | 14:36 | 17:34 | 03:13 | 02:22 |
 | Orb of Venom | 18 | 66.67% | 80.0 | 33.33% | 0.00% | +6.67% | +41.67% | 12.14% | 04:13 | 01:23 | 02:25 | 03:39 | 05:18 | 07:47 | 02:53 | 02:08 |
 | Ring of Health | 14 | 51.85% | 77.5 | 35.71% | +4.94% | +14.29% | -2.38% | -0.99% | 11:48 | 02:41 | 03:29 | 04:02 | 20:16 | 34:59 | 16:47 | 12:25 |
 | Blink Dagger | 24 | 88.89% | 75.0 | 29.17% | -37.50% | -12.50% | +4.16% | 3.31% | 17:56 | 12:17 | 14:21 | 16:45 | 19:23 | 32:04 | 05:02 | 03:43 |
 | Blight Stone | 19 | 70.37% | 72.5 | 31.58% | -5.92% | -11.58% | -11.58% | 0.00% | 04:20 | 02:04 | 02:38 | 03:46 | 05:30 | 07:18 | 02:52 | 02:07 |
 | Eul's Scepter of Divinity | 3 | 11.11% | 70.0 | 66.67% | +37.50% | +33.33% | 0.00% | 0.00% | 23:33 | 21:49 | 21:49 | 21:56 | 26:53 | 26:53 | 05:04 | 03:45 |
 | Arcane Boots | 16 | 59.26% | 67.5 | 31.25% | -5.11% | -6.25% | -31.25% | -9.93% | 12:31 | 07:21 | 08:45 | 09:45 | 11:16 | 34:12 | 02:31 | 01:51 |
 | Aghanim's Shard | 23 | 85.19% | 65.0 | 26.09% | -48.91% | +23.91% | +7.24% | -2.83% | 21:34 | 15:02 | 17:35 | 19:20 | 23:29 | 40:25 | 05:54 | 04:22 |
 | Refresher Orb | 1 | 3.70% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Bracer | 1 | 3.70% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:25 | 09:25 | 09:25 | 09:25 | 09:25 | 09:25 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.70% | 57.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 00:00 | 00:00 |
 | Bottle | 11 | 40.74% | 55.0 | 27.27% | -10.23% | +6.06% | -27.27% | -33.33% | 01:41 | 00:38 | 01:09 | 01:32 | 01:36 | 05:14 | 00:27 | 00:20 |
 | Aeon Disk | 5 | 18.52% | 52.5 | 40.00% | +8.18% | -40.00% | +60.00% | 0.00% | 35:54 | 27:16 | 27:16 | 34:51 | 40:16 | 46:12 | 13:00 | 09:37 |
 | Wind Lace | 5 | 18.52% | 50.0 | 40.00% | +8.18% | +60.00% | -40.00% | 0.00% | 21:48 | 19:36 | 19:36 | 21:14 | 23:36 | 24:43 | 04:00 | 02:57 |
 | Lotus Orb | 5 | 18.52% | 47.5 | 40.00% | +8.18% | +60.00% | +60.00% | 0.00% | 26:25 | 21:50 | 21:50 | 23:23 | 29:28 | 35:02 | 07:38 | 05:39 |
 | Maelstrom | 6 | 22.22% | 45.0 | 33.33% | 0.00% | +16.67% | -33.33% | -1.76% | 26:57 | 15:02 | 16:40 | 19:23 | 45:02 | 45:32 | 28:22 | 21:00 |
 | Skull Basher | 7 | 25.93% | 42.5 | 28.57% | -6.43% | +71.43% | -28.57% | -9.22% | 34:52 | 27:05 | 29:00 | 36:12 | 39:51 | 40:38 | 10:51 | 08:02 |
 | Vanguard | 7 | 25.93% | 40.0 | 28.57% | -6.43% | +21.43% | +21.43% | 0.00% | 07:07 | 05:32 | 05:54 | 07:02 | 07:17 | 09:00 | 01:23 | 01:01 |
 | Javelin | 7 | 25.93% | 37.5 | 28.57% | -6.43% | +21.43% | -28.57% | -2.01% | 27:28 | 07:29 | 16:29 | 18:44 | 41:24 | 45:32 | 24:55 | 18:27 |
 | Aether Lens | 2 | 7.41% | 35.0 | 50.00% | +18.00% | +50.00% | 0.00% | 0.00% | 43:26 | 36:50 | 36:50 | 50:02 | 50:02 | 50:02 | 13:12 | 09:46 |
 | Urn of Shadows | 2 | 7.41% | 32.5 | 50.00% | +18.00% | +50.00% | 0.00% | 0.00% | 06:00 | 03:14 | 03:14 | 08:45 | 08:45 | 08:45 | 05:31 | 04:05 |
 | Octarine Core | 2 | 7.41% | 30.0 | 50.00% | +18.00% | +50.00% | 0.00% | 0.00% | 43:33 | 36:52 | 36:52 | 50:13 | 50:13 | 50:13 | 13:21 | 09:53 |
 | Heaven's Halberd | 3 | 11.11% | 27.5 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 30:04 | 29:33 | 29:33 | 30:06 | 30:34 | 30:34 | 01:01 | 00:45 |
 | Sange | 3 | 11.11% | 25.0 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 28:03 | 25:42 | 25:42 | 27:58 | 30:29 | 30:29 | 04:47 | 03:32 |
 | Aghanim's Scepter | 4 | 14.81% | 22.5 | 25.00% | -9.78% | -25.00% | -25.00% | 0.00% | 28:31 | 25:43 | 25:43 | 26:11 | 28:51 | 33:17 | 03:08 | 02:19 |
 | Ring of Protection | 6 | 22.22% | 20.0 | 16.67% | -21.43% | -16.67% | -16.67% | 0.00% | 01:46 | -01:29 | -01:29 | -01:29 | 06:43 | 09:50 | 08:12 | 06:04 |
 | Soul Ring | 2 | 7.41% | 17.5 | 0.00% | -36.00% | 0.00% | 0.00% | 0.00% | 09:01 | 08:08 | 08:08 | 09:54 | 09:54 | 09:54 | 01:46 | 01:18 |
 | Black King Bar | 1 | 3.70% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 |
 | Power Treads | 2 | 7.41% | 12.5 | 0.00% | -36.00% | 0.00% | 0.00% | 0.00% | 09:01 | 08:30 | 08:30 | 09:32 | 09:32 | 09:32 | 01:02 | 00:45 |
 | Spirit Vessel | 1 | 3.70% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.70% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:55 | 51:55 | 51:55 | 51:55 | 51:55 | 51:55 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.70% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.70% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |