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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 | |
 | Bottle | 4 | 9.09% | 100.0 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 02:18 | 01:25 | 01:25 | 01:37 | 01:58 | 04:10 | 00:33 | 00:24 |
 | Headdress | 9 | 20.45% | 98.1 | 77.78% | +34.92% | +22.22% | -27.78% | -14.93% | 12:48 | 00:02 | 12:14 | 13:56 | 15:35 | 16:02 | 03:21 | 02:28 |
 | Holy Locket | 8 | 18.18% | 96.2 | 75.00% | +30.56% | +25.00% | -25.00% | -39.47% | 16:25 | 12:46 | 15:50 | 16:16 | 17:06 | 19:01 | 01:16 | 00:56 |
 | Magic Stick | 38 | 86.36% | 94.2 | 52.63% | +19.30% | +7.37% | +2.93% | -0.89% | 03:23 | -01:29 | 01:23 | 02:29 | 06:22 | 09:46 | 04:59 | 03:41 |
 | Aghanim's Scepter | 10 | 22.73% | 92.3 | 70.00% | +25.88% | -3.33% | -20.00% | -5.00% | 28:18 | 22:13 | 25:42 | 26:51 | 29:02 | 42:53 | 03:20 | 02:28 |
 | Boots of Speed | 44 | 100.00% | 90.4 | 50.00% | +50.00% | +22.73% | -13.64% | -12.91% | 05:15 | 00:55 | 03:42 | 05:24 | 06:31 | 09:48 | 02:49 | 02:05 |
 | Magic Wand | 42 | 95.45% | 88.5 | 50.00% | 0.00% | +13.64% | 0.00% | -2.97% | 07:12 | -01:29 | 04:54 | 08:09 | 09:30 | 16:01 | 04:36 | 03:24 |
 | Chainmail | 31 | 70.45% | 86.5 | 51.61% | +5.46% | -1.61% | +10.89% | 7.81% | 08:28 | 01:45 | 07:00 | 07:44 | 08:36 | 25:29 | 01:36 | 01:11 |
 | Blink Dagger | 22 | 50.00% | 84.6 | 54.55% | +9.10% | +28.78% | -14.55% | -6.95% | 26:58 | 19:23 | 22:50 | 25:43 | 29:04 | 42:57 | 06:14 | 04:37 |
 | Phase Boots | 29 | 65.91% | 82.7 | 48.28% | -5.05% | +23.15% | -19.71% | -28.89% | 08:33 | 06:19 | 07:34 | 08:26 | 09:03 | 12:14 | 01:29 | 01:05 |
 | Ring of Protection | 32 | 72.73% | 80.8 | 46.88% | -11.45% | +3.12% | +15.62% | 3.79% | 05:50 | -01:28 | 01:57 | 03:25 | 05:15 | 39:29 | 03:18 | 02:26 |
 | Aghanim's Shard | 30 | 68.18% | 78.8 | 46.67% | -10.47% | +15.83% | -32.38% | -8.82% | 20:39 | 15:06 | 17:08 | 18:53 | 22:36 | 32:59 | 05:28 | 04:02 |
 | Arcane Boots | 12 | 27.27% | 76.9 | 58.33% | +11.45% | -25.00% | -25.00% | 0.00% | 11:57 | 06:59 | 10:50 | 11:49 | 13:22 | 14:23 | 02:32 | 01:52 |
 | Soul Ring | 28 | 63.64% | 75.0 | 46.43% | -9.82% | +25.00% | +10.71% | -7.52% | 04:31 | 01:07 | 03:21 | 03:48 | 05:15 | 11:18 | 01:54 | 01:24 |
 | Blight Stone | 20 | 45.45% | 73.1 | 50.00% | 0.00% | -10.00% | -30.00% | -1.52% | 13:23 | 01:33 | 07:27 | 10:52 | 20:36 | 25:37 | 13:09 | 09:44 |
 | Fluffy Hat | 16 | 36.36% | 71.2 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:43 | 03:13 | 08:00 | 11:12 | 15:19 | 19:23 | 07:19 | 05:25 |
 | Quelling Blade | 22 | 50.00% | 69.2 | 45.45% | -9.10% | +21.22% | -5.45% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Skull Basher | 11 | 25.00% | 67.3 | 54.55% | +6.07% | +12.12% | +12.12% | 0.00% | 34:37 | 20:07 | 29:10 | 33:35 | 36:12 | 52:18 | 07:02 | 05:12 |
 | Bracer | 14 | 31.82% | 65.4 | 50.00% | 0.00% | -50.00% | -16.67% | 33.33% | 02:14 | 01:25 | 01:47 | 01:54 | 02:33 | 04:21 | 00:46 | 00:34 |
 | Desolator | 17 | 38.64% | 63.5 | 47.06% | -4.79% | +52.94% | -47.06% | -9.98% | 21:32 | 14:31 | 15:56 | 20:46 | 25:57 | 30:03 | 10:01 | 07:25 |
 | Black King Bar | 24 | 54.55% | 61.5 | 41.67% | -18.33% | +25.00% | +25.00% | 0.00% | 20:18 | 15:58 | 16:42 | 18:21 | 23:35 | 29:24 | 06:53 | 05:05 |
 | Orb of Venom | 12 | 27.27% | 59.6 | 50.00% | 0.00% | -50.00% | +16.67% | 53.34% | 02:05 | -01:29 | -01:29 | -01:29 | 02:44 | 19:14 | 04:13 | 03:07 |
 | Ring of Health | 4 | 9.09% | 57.7 | 75.00% | +27.50% | +25.00% | +25.00% | 0.00% | 41:39 | 30:22 | 30:22 | 40:54 | 42:58 | 52:21 | 12:36 | 09:20 |
 | Abyssal Blade | 2 | 4.55% | 55.8 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 47:45 | 42:58 | 42:58 | 52:32 | 52:32 | 52:32 | 09:34 | 07:05 |
 | Vanguard | 2 | 4.55% | 53.8 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 47:40 | 42:58 | 42:58 | 52:22 | 52:22 | 52:22 | 09:24 | 06:57 |
 | Wind Lace | 7 | 15.91% | 51.9 | 57.14% | +8.49% | -7.14% | -7.14% | 0.00% | 13:04 | 07:54 | 08:47 | 09:30 | 16:40 | 22:05 | 07:53 | 05:50 |
 | Assault Cuirass | 5 | 11.36% | 50.0 | 60.00% | +11.28% | +40.00% | +40.00% | 0.00% | 34:41 | 28:56 | 28:56 | 34:52 | 37:56 | 39:37 | 09:00 | 06:40 |
 | Buckler | 10 | 22.73% | 48.1 | 40.00% | -12.94% | -40.00% | +10.00% | 2.83% | 29:01 | 13:59 | 19:39 | 30:19 | 37:19 | 39:29 | 17:40 | 13:05 |
 | Tranquil Boots | 4 | 9.09% | 46.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 14:02 | 10:07 | 10:07 | 10:28 | 17:21 | 18:12 | 07:14 | 05:21 |
 | Heaven's Halberd | 1 | 2.27% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.27% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:05 | 57:05 | 57:05 | 57:05 | 57:05 | 57:05 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.27% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Sange | 1 | 2.27% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.27% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Orb of Corrosion | 5 | 11.36% | 34.6 | 40.00% | -11.28% | +60.00% | +60.00% | 0.00% | 08:02 | 03:42 | 03:42 | 05:15 | 08:13 | 19:14 | 04:31 | 03:20 |
 | Ring of Basilius | 3 | 6.82% | 32.7 | 33.33% | -17.89% | +66.67% | 0.00% | 0.00% | 11:44 | 04:02 | 04:02 | 13:59 | 17:11 | 17:11 | 13:09 | 09:44 |
 | Void Stone | 5 | 11.36% | 30.8 | 20.00% | -33.85% | +80.00% | -20.00% | 0.00% | 39:25 | 30:22 | 30:22 | 40:54 | 46:44 | 48:38 | 16:22 | 12:07 |
 | Echo Sabre | 7 | 15.91% | 28.8 | 14.29% | -42.47% | -14.29% | -14.29% | 0.00% | 13:46 | 11:12 | 12:36 | 13:50 | 13:50 | 16:32 | 01:14 | 00:54 |
 | Mage Slayer | 1 | 2.27% | 26.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 4.55% | 25.0 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 39:41 | 37:56 | 37:56 | 41:25 | 41:25 | 41:25 | 03:29 | 02:34 |
 | Helm of Iron Will | 1 | 2.27% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Morbid Mask | 3 | 6.82% | 21.2 | 0.00% | -53.66% | 0.00% | 0.00% | 0.00% | 24:50 | 18:39 | 18:39 | 21:18 | 34:32 | 34:32 | 15:53 | 11:45 |
 | Eul's Scepter of Divinity | 1 | 2.27% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.27% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.27% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Force Staff | 3 | 6.82% | 13.5 | 0.00% | -53.66% | 0.00% | 0.00% | 0.00% | 29:34 | 22:13 | 22:13 | 23:29 | 43:01 | 43:01 | 20:48 | 15:24 |
 | Vladmir's Offering | 2 | 4.55% | 11.5 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 20:46 | 19:59 | 19:59 | 21:33 | 21:33 | 21:33 | 01:34 | 01:09 |
 | Satanic | 1 | 2.27% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.27% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.27% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.27% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 4.55% | 1.9 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 26:31 | 24:41 | 24:41 | 28:20 | 28:20 | 28:20 | 03:39 | 02:42 |