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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 | |
 | Void Stone | 49 | 44.14% | 100.0 | 73.47% | +36.37% | -6.80% | +1.53% | 1.00% | 31:20 | 09:57 | 27:07 | 31:44 | 35:28 | 51:23 | 08:21 | 06:11 |
 | Ring of Health | 47 | 42.34% | 98.0 | 70.21% | +29.58% | -28.54% | +13.12% | 5.43% | 29:51 | 02:52 | 27:13 | 31:49 | 34:53 | 48:38 | 07:40 | 05:40 |
 | Overwhelming Blink | 13 | 11.71% | 95.9 | 84.62% | +35.64% | +15.38% | +15.38% | 0.00% | 37:14 | 28:41 | 31:27 | 34:21 | 41:25 | 50:06 | 09:58 | 07:22 |
 | Refresher Orb | 35 | 31.53% | 93.9 | 71.43% | +26.69% | -4.76% | -4.76% | 0.00% | 35:42 | 28:10 | 32:41 | 35:21 | 37:25 | 48:46 | 04:44 | 03:30 |
 | Aghanim's Shard | 45 | 40.54% | 91.8 | 66.67% | +22.73% | +6.06% | -12.12% | -2.48% | 29:17 | 18:19 | 24:24 | 27:48 | 31:44 | 49:29 | 07:20 | 05:25 |
 | Black King Bar | 99 | 89.19% | 89.8 | 55.56% | +22.23% | +12.44% | -7.56% | -5.83% | 23:58 | 18:11 | 21:53 | 23:44 | 25:19 | 34:53 | 03:26 | 02:32 |
 | Chainmail | 101 | 90.99% | 87.8 | 54.46% | +14.46% | -6.46% | -18.46% | -5.54% | 08:44 | 04:21 | 07:15 | 08:30 | 09:25 | 23:45 | 02:10 | 01:36 |
 | Phase Boots | 101 | 90.99% | 85.7 | 54.46% | +14.46% | -6.46% | -10.46% | -1.97% | 09:35 | 05:23 | 08:14 | 09:20 | 10:16 | 23:45 | 02:02 | 01:30 |
 | Ring of Protection | 102 | 91.89% | 83.7 | 53.92% | +9.48% | -0.07% | +6.08% | 1.56% | 06:06 | -01:29 | 03:36 | 04:51 | 07:32 | 32:57 | 03:56 | 02:54 |
 | Soul Ring | 100 | 90.09% | 81.6 | 54.00% | +8.55% | -2.00% | +10.00% | 3.32% | 06:39 | 02:23 | 04:22 | 06:03 | 07:59 | 18:09 | 03:37 | 02:40 |
 | Boots of Speed | 111 | 100.00% | 79.6 | 53.15% | +53.15% | -6.72% | -3.15% | 1.40% | 05:16 | -01:29 | 03:55 | 05:33 | 06:28 | 08:37 | 02:33 | 01:53 |
 | Blink Dagger | 109 | 98.20% | 77.6 | 53.21% | +3.21% | +9.75% | -1.36% | -4.17% | 14:32 | 10:15 | 12:51 | 13:56 | 15:31 | 29:52 | 02:40 | 01:58 |
 | Quelling Blade | 96 | 86.49% | 75.5 | 53.13% | -0.20% | -7.30% | +13.54% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 07:02 | 00:00 | 00:00 |
 | Bottle | 24 | 21.62% | 73.5 | 62.50% | +11.93% | +20.83% | -12.50% | -33.33% | 01:35 | 01:09 | 01:22 | 01:37 | 01:41 | 02:19 | 00:19 | 00:14 |
 | Magic Stick | 90 | 81.08% | 71.4 | 51.11% | -10.79% | +5.41% | -1.11% | -1.18% | 03:34 | -01:29 | 00:58 | 02:31 | 06:29 | 14:37 | 05:31 | 04:05 |
 | Bracer | 74 | 66.67% | 69.4 | 50.00% | -9.46% | -2.63% | -11.11% | -8.48% | 02:19 | -01:29 | 01:42 | 02:08 | 02:41 | 08:00 | 00:59 | 00:43 |
 | Magic Wand | 76 | 68.47% | 67.3 | 47.37% | -18.34% | +5.26% | -5.26% | -1.99% | 07:24 | -01:29 | 04:00 | 06:32 | 09:17 | 40:26 | 05:17 | 03:54 |
 | Buckler | 8 | 7.21% | 65.3 | 75.00% | +23.54% | +25.00% | -25.00% | -6.01% | 29:55 | 21:24 | 21:57 | 28:43 | 30:16 | 48:29 | 08:19 | 06:09 |
 | Scythe of Vyse | 5 | 4.50% | 63.3 | 80.00% | +28.11% | +20.00% | +20.00% | 0.00% | 53:37 | 47:16 | 47:16 | 51:23 | 52:13 | 1:08:45 | 04:57 | 03:40 |
 | Morbid Mask | 6 | 5.41% | 61.2 | 66.67% | +14.29% | +33.33% | +33.33% | 0.00% | 27:34 | 16:42 | 21:57 | 22:47 | 32:57 | 44:15 | 11:00 | 08:08 |
 | Wind Lace | 6 | 5.41% | 59.2 | 66.67% | +14.29% | -16.67% | +33.33% | 38.46% | 07:43 | 04:53 | 07:16 | 08:11 | 08:34 | 09:09 | 01:18 | 00:57 |
 | Ring of Basilius | 4 | 3.60% | 57.1 | 75.00% | +22.66% | +25.00% | -75.00% | 0.00% | 25:29 | 21:25 | 21:25 | 21:57 | 25:36 | 32:57 | 04:11 | 03:05 |
 | Vladmir's Offering | 4 | 3.60% | 55.1 | 75.00% | +22.66% | +25.00% | -75.00% | 0.00% | 25:52 | 21:46 | 21:46 | 21:57 | 26:46 | 32:57 | 05:00 | 03:42 |
 | Assault Cuirass | 4 | 3.60% | 53.1 | 75.00% | +22.66% | +25.00% | +25.00% | 0.00% | 35:11 | 30:25 | 30:25 | 30:32 | 30:42 | 49:03 | 00:17 | 00:12 |
 | Aeon Disk | 4 | 3.60% | 51.0 | 75.00% | +22.66% | +25.00% | +25.00% | 0.00% | 40:09 | 29:22 | 29:22 | 41:38 | 42:29 | 47:06 | 13:07 | 09:42 |
 | Blight Stone | 4 | 3.60% | 49.0 | 75.00% | +22.66% | +25.00% | -75.00% | 0.00% | 20:32 | 03:14 | 03:14 | 23:19 | 24:14 | 31:19 | 21:00 | 15:33 |
 | Tranquil Boots | 4 | 3.60% | 46.9 | 75.00% | +22.66% | +25.00% | +25.00% | 0.00% | 09:35 | 07:11 | 07:11 | 08:55 | 10:01 | 12:14 | 02:50 | 02:05 |
 | Orb of Venom | 4 | 3.60% | 44.9 | 75.00% | +22.66% | +25.00% | +25.00% | 0.00% | -00:43 | -01:29 | -01:29 | -01:29 | -01:29 | 01:37 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 1.80% | 42.9 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 21:26 | 02:25 | 02:25 | 40:26 | 40:26 | 40:26 | 38:01 | 28:09 |
 | Aether Lens | 2 | 1.80% | 40.8 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 30:20 | 22:59 | 22:59 | 37:40 | 37:40 | 37:40 | 14:41 | 10:52 |
 | Desolator | 2 | 1.80% | 38.8 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 24:21 | 24:07 | 24:07 | 24:35 | 24:35 | 24:35 | 00:28 | 00:20 |
 | Helm of Iron Will | 6 | 5.41% | 36.7 | 50.00% | -3.33% | +50.00% | -50.00% | -4.67% | 16:26 | 04:01 | 04:05 | 04:23 | 25:30 | 36:12 | 21:25 | 15:51 |
 | Wraith Pact | 3 | 2.70% | 34.7 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 30:02 | 26:23 | 26:23 | 27:12 | 36:32 | 36:32 | 10:09 | 07:31 |
 | Eul's Scepter of Divinity | 4 | 3.60% | 32.7 | 50.00% | -3.27% | +50.00% | -50.00% | 0.00% | 19:21 | 12:38 | 12:38 | 12:53 | 18:50 | 33:03 | 06:12 | 04:35 |
 | Arcane Boots | 1 | 0.90% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.90% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.90% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Radiance | 1 | 0.90% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.90% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.90% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.90% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:49 | 03:49 | 03:49 | 03:49 | 03:49 | 03:49 | 00:00 | 00:00 |
 | Headdress | 1 | 0.90% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.90% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:48 | 46:48 | 46:48 | 46:48 | 46:48 | 46:48 | 00:00 | 00:00 |
 | Sange | 5 | 4.50% | 12.2 | 40.00% | -13.77% | -40.00% | -40.00% | 0.00% | 31:47 | 24:40 | 24:40 | 31:18 | 31:51 | 41:08 | 07:11 | 05:19 |
 | Satanic | 2 | 1.80% | 10.2 | 50.00% | -3.21% | -50.00% | 0.00% | 0.00% | 37:38 | 30:46 | 30:46 | 44:30 | 44:30 | 44:30 | 13:44 | 10:10 |
 | Heaven's Halberd | 4 | 3.60% | 8.2 | 25.00% | -29.21% | -25.00% | -25.00% | 0.00% | 33:38 | 26:39 | 26:39 | 30:54 | 31:46 | 45:14 | 05:07 | 03:47 |
 | Crimson Guard | 2 | 1.80% | 6.1 | 0.00% | -54.13% | 0.00% | 0.00% | 0.00% | 30:31 | 24:31 | 24:31 | 36:31 | 36:31 | 36:31 | 12:00 | 08:53 |
 | Vanguard | 2 | 1.80% | 4.1 | 0.00% | -54.13% | 0.00% | 0.00% | 0.00% | 26:23 | 19:56 | 19:56 | 32:50 | 32:50 | 32:50 | 12:54 | 09:33 |
 | Power Treads | 1 | 0.90% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |