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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 | |
 | Pig Pole | 3 | 14.29% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Quicksilver Amulet | 5 | 23.81% | 98.3 | 80.00% | +48.75% | -80.00% | +20.00% | 100.00% | 19:48 | 19:00 | 19:00 | 20:00 | 20:00 | 21:00 | 01:00 | 00:44 |
 | Blink Dagger | 18 | 85.71% | 96.7 | 50.00% | +50.00% | +50.00% | -25.00% | -8.62% | 22:15 | 15:42 | 16:45 | 21:54 | 25:27 | 35:21 | 08:42 | 06:26 |
 | Satanic | 8 | 38.10% | 95.0 | 62.50% | +31.73% | +37.50% | -12.50% | -6.76% | 34:12 | 28:00 | 29:53 | 32:28 | 37:17 | 42:34 | 07:24 | 05:28 |
 | Swift Blink | 6 | 28.57% | 93.3 | 66.67% | +33.34% | +33.33% | -66.67% | -13.61% | 43:23 | 35:26 | 39:39 | 44:14 | 47:00 | 48:07 | 07:21 | 05:26 |
 | Magic Wand | 20 | 95.24% | 91.7 | 45.00% | +45.00% | +15.00% | -5.00% | -2.46% | 09:13 | 02:17 | 04:13 | 08:46 | 12:20 | 20:03 | 08:07 | 06:00 |
 | Boots of Speed | 21 | 100.00% | 90.0 | 42.86% | +42.86% | +37.14% | +17.14% | -13.33% | 02:43 | 01:22 | 01:45 | 02:02 | 03:15 | 06:42 | 01:30 | 01:06 |
 | Diffusal Blade | 21 | 100.00% | 88.3 | 42.86% | +42.86% | +37.14% | -22.86% | -34.62% | 14:19 | 11:58 | 13:29 | 14:12 | 15:13 | 16:30 | 01:44 | 01:17 |
 | Quelling Blade | 21 | 100.00% | 86.7 | 42.86% | +42.86% | -2.86% | +17.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Magic Stick | 21 | 100.00% | 85.0 | 42.86% | +42.86% | -22.86% | +17.14% | 40.00% | 01:07 | -01:29 | -01:29 | -01:29 | 01:44 | 14:43 | 03:13 | 02:22 |
 | Eye of Skadi | 4 | 19.05% | 83.3 | 75.00% | +39.71% | +25.00% | -75.00% | 0.00% | 35:06 | 24:44 | 24:44 | 35:41 | 37:02 | 42:58 | 12:18 | 09:06 |
 | Ninja Gear | 2 | 9.52% | 81.7 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 41:30 | 39:00 | 39:00 | 44:00 | 44:00 | 44:00 | 05:00 | 03:42 |
 | Wind Lace | 2 | 9.52% | 80.0 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 06:32 | -01:29 | -01:29 | 14:33 | 14:33 | 14:33 | 16:02 | 11:52 |
 | Black King Bar | 16 | 76.19% | 78.3 | 43.75% | +3.75% | +6.25% | -18.75% | -7.69% | 22:53 | 18:04 | 20:22 | 22:07 | 23:37 | 32:04 | 03:15 | 02:24 |
 | Chainmail | 13 | 61.90% | 76.7 | 46.15% | +8.65% | +20.52% | -12.82% | -19.42% | 05:01 | 02:14 | 03:35 | 04:52 | 05:18 | 09:27 | 01:43 | 01:16 |
 | Phase Boots | 13 | 61.90% | 75.0 | 46.15% | +8.65% | +53.85% | -46.15% | -50.42% | 06:45 | 04:48 | 05:49 | 06:18 | 07:48 | 10:04 | 01:59 | 01:28 |
 | Skull Basher | 14 | 66.67% | 73.3 | 42.86% | 0.00% | -17.86% | -42.86% | -5.19% | 27:05 | 20:23 | 24:52 | 26:57 | 29:41 | 31:38 | 04:49 | 03:34 |
 | Morbid Mask | 18 | 85.71% | 71.7 | 38.89% | -27.78% | +21.11% | -38.89% | -36.73% | 08:19 | 03:14 | 05:54 | 06:58 | 07:32 | 39:16 | 01:38 | 01:12 |
 | Titan Sliver | 8 | 38.10% | 70.0 | 50.00% | +11.54% | -50.00% | 0.00% | 25.00% | 29:30 | 28:00 | 28:00 | 28:00 | 30:00 | 34:00 | 02:00 | 01:28 |
 | Orb of Venom | 5 | 23.81% | 68.3 | 60.00% | +22.50% | +40.00% | -60.00% | -100.00% | 01:26 | -01:29 | -01:29 | 01:24 | 02:25 | 03:41 | 03:54 | 02:53 |
 | Javelin | 5 | 23.81% | 66.7 | 60.00% | +22.50% | -60.00% | +40.00% | 9.60% | 33:18 | 22:16 | 22:16 | 32:21 | 32:41 | 47:29 | 10:25 | 07:42 |
 | Penta-Edged Sword | 5 | 23.81% | 65.0 | 60.00% | +22.50% | +40.00% | +40.00% | 0.00% | 40:00 | 38:00 | 38:00 | 39:00 | 40:00 | 44:00 | 02:00 | 01:28 |
 | Aghanim's Scepter | 9 | 42.86% | 63.3 | 44.44% | +2.77% | -44.44% | -44.44% | 0.00% | 31:44 | 21:14 | 22:04 | 34:04 | 35:58 | 44:53 | 13:54 | 10:17 |
 | Monkey King Bar | 3 | 14.29% | 61.7 | 66.67% | +27.78% | -66.67% | 0.00% | 0.00% | 32:39 | 30:24 | 30:24 | 32:55 | 34:37 | 34:37 | 04:13 | 03:07 |
 | Pupil's Gift | 3 | 14.29% | 60.0 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 18:40 | 18:00 | 18:00 | 18:00 | 20:00 | 20:00 | 02:00 | 01:28 |
 | Broom Handle | 7 | 33.33% | 58.3 | 42.86% | 0.00% | +7.14% | +7.14% | 0.00% | 11:00 | 09:00 | 10:00 | 11:00 | 11:00 | 15:00 | 01:00 | 00:44 |
 | Abyssal Blade | 8 | 38.10% | 56.7 | 37.50% | -8.65% | +12.50% | -37.50% | -5.42% | 38:50 | 30:24 | 31:41 | 36:48 | 40:55 | 53:18 | 09:14 | 06:50 |
 | Vanguard | 8 | 38.10% | 55.0 | 37.50% | -8.65% | +12.50% | -37.50% | -5.36% | 38:34 | 29:58 | 31:18 | 36:40 | 40:38 | 53:08 | 09:20 | 06:54 |
 | Power Treads | 8 | 38.10% | 53.3 | 37.50% | -8.65% | +12.50% | +12.50% | 0.00% | 06:09 | 05:05 | 05:35 | 05:50 | 06:09 | 08:03 | 00:34 | 00:25 |
 | Ring of Health | 8 | 38.10% | 51.7 | 37.50% | -8.65% | +12.50% | -37.50% | -5.40% | 38:31 | 29:58 | 31:18 | 36:40 | 40:34 | 53:08 | 09:16 | 06:51 |
 | Fae Grenade | 4 | 19.05% | 50.0 | 50.00% | +8.82% | -50.00% | +50.00% | 0.00% | 19:00 | 18:00 | 18:00 | 18:00 | 20:00 | 20:00 | 02:00 | 01:28 |
 | Spider Legs | 4 | 19.05% | 48.3 | 50.00% | +8.82% | -50.00% | +50.00% | 0.00% | 32:00 | 28:00 | 28:00 | 29:00 | 33:00 | 38:00 | 05:00 | 03:42 |
 | The Leveller | 1 | 4.76% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 00:00 | 00:00 |
 | Flicker | 1 | 4.76% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 4.76% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Mind Breaker | 6 | 28.57% | 41.7 | 33.33% | -13.34% | -33.33% | -33.33% | 0.00% | 28:50 | 28:00 | 28:00 | 29:00 | 29:00 | 30:00 | 01:00 | 00:44 |
 | Ring of Aquila | 6 | 28.57% | 40.0 | 33.33% | -13.34% | +16.67% | -33.33% | -16.67% | 19:30 | 18:00 | 18:00 | 19:00 | 21:00 | 21:00 | 03:00 | 02:13 |
 | Possessed Mask | 8 | 38.10% | 38.3 | 25.00% | -28.85% | -25.00% | -25.00% | 0.00% | 11:08 | 10:00 | 10:00 | 11:00 | 11:00 | 13:00 | 01:00 | 00:44 |
 | Trusty Shovel | 2 | 9.52% | 36.7 | 50.00% | +7.89% | +50.00% | 0.00% | 0.00% | 09:00 | 08:00 | 08:00 | 10:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Orb of Corrosion | 2 | 9.52% | 35.0 | 50.00% | +7.89% | +50.00% | 0.00% | 0.00% | 07:51 | 07:48 | 07:48 | 07:54 | 07:54 | 07:54 | 00:06 | 00:04 |
 | Chipped Vest | 2 | 9.52% | 33.3 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 09:30 | 09:00 | 09:00 | 10:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Blight Stone | 2 | 9.52% | 31.7 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 07:08 | 07:03 | 07:03 | 07:13 | 07:13 | 07:13 | 00:10 | 00:07 |
 | Fluffy Hat | 3 | 14.29% | 30.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 04:16 | -01:29 | -01:29 | 07:03 | 07:13 | 07:13 | 08:42 | 06:26 |
 | Tumbler's Toy | 3 | 14.29% | 28.3 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Elven Tunic | 5 | 23.81% | 26.7 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 29:12 | 28:00 | 28:00 | 29:00 | 30:00 | 30:00 | 02:00 | 01:28 |
 | Paladin Sword | 1 | 4.76% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Vambrace | 1 | 4.76% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Trickster Cloak | 1 | 4.76% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Enchanted Quiver | 1 | 4.76% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Dragon Scale | 2 | 9.52% | 18.3 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 18:30 | 18:00 | 18:00 | 19:00 | 19:00 | 19:00 | 01:00 | 00:44 |
 | Mask of Madness | 1 | 4.76% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 9.52% | 15.0 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 33:41 | 31:43 | 31:43 | 35:39 | 35:39 | 35:39 | 03:56 | 02:54 |
 | Yasha | 2 | 9.52% | 13.3 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 26:55 | 26:26 | 26:26 | 27:23 | 27:23 | 27:23 | 00:57 | 00:42 |
 | Sange | 2 | 9.52% | 11.7 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 22:36 | 20:26 | 20:26 | 24:45 | 24:45 | 24:45 | 04:19 | 03:11 |
 | Brigand's Blade | 2 | 9.52% | 10.0 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 20:30 | 20:00 | 20:00 | 21:00 | 21:00 | 21:00 | 01:00 | 00:44 |
 | Blast Rig | 1 | 4.76% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Sange and Yasha | 2 | 9.52% | 6.7 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 27:02 | 26:26 | 26:26 | 27:37 | 27:37 | 27:37 | 01:11 | 00:52 |
 | Witchbane | 1 | 4.76% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Bottle | 1 | 4.76% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Ocean Heart | 1 | 4.76% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |