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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 | |
 | Aghanim's Shard | 33 | 24.09% | 100.0 | 75.76% | +49.80% | -0.76% | +11.74% | 1.04% | 30:54 | 18:21 | 23:37 | 31:42 | 35:35 | 55:25 | 11:58 | 08:51 |
 | Overwhelming Blink | 15 | 10.95% | 98.4 | 80.00% | +47.21% | -5.00% | -30.00% | -2.56% | 46:27 | 32:23 | 39:58 | 43:18 | 49:43 | 1:15:28 | 09:45 | 07:13 |
 | Heart of Tarrasque | 42 | 30.66% | 96.8 | 66.67% | +41.41% | -3.03% | +3.33% | 0.49% | 29:57 | 15:14 | 21:33 | 28:54 | 34:39 | 53:58 | 13:06 | 09:42 |
 | Void Stone | 53 | 38.69% | 95.2 | 52.83% | +24.26% | -14.37% | -14.37% | 0.00% | 26:10 | 05:33 | 22:03 | 24:51 | 32:45 | 47:50 | 10:42 | 07:55 |
 | Kaya and Sange | 13 | 9.49% | 93.5 | 69.23% | +34.55% | +30.77% | -35.90% | -5.80% | 32:52 | 21:24 | 24:44 | 30:03 | 36:14 | 1:08:49 | 11:30 | 08:31 |
 | Kaya | 13 | 9.49% | 91.9 | 69.23% | +34.55% | +30.77% | -35.90% | -5.66% | 32:11 | 21:13 | 24:27 | 27:08 | 36:14 | 1:08:44 | 11:47 | 08:43 |
 | Lotus Orb | 43 | 31.39% | 90.3 | 51.16% | +19.25% | +3.39% | -23.89% | -3.03% | 28:56 | 19:06 | 23:30 | 26:24 | 32:31 | 53:58 | 09:01 | 06:40 |
 | Sange | 44 | 32.12% | 88.7 | 50.00% | +17.74% | -4.55% | -13.64% | -0.85% | 28:29 | 17:31 | 21:34 | 25:59 | 32:14 | 1:07:57 | 10:40 | 07:54 |
 | Chainmail | 87 | 63.50% | 87.1 | 44.83% | +18.83% | -17.56% | +9.72% | 6.39% | 09:51 | 01:57 | 06:52 | 08:42 | 11:08 | 33:01 | 04:16 | 03:09 |
 | Black King Bar | 26 | 18.98% | 85.5 | 53.85% | +19.62% | -25.28% | +12.82% | 4.26% | 32:08 | 20:33 | 26:11 | 30:17 | 35:08 | 1:02:35 | 08:57 | 06:37 |
 | Phase Boots | 79 | 57.66% | 83.9 | 43.04% | +12.01% | -8.04% | +1.96% | 3.97% | 11:17 | 04:50 | 08:48 | 09:58 | 11:19 | 53:58 | 02:31 | 01:51 |
 | Headdress | 58 | 42.34% | 82.3 | 44.83% | +11.92% | +15.17% | -1.97% | -3.03% | 19:09 | 11:21 | 16:06 | 18:41 | 21:45 | 31:05 | 05:39 | 04:11 |
 | Pipe of Insight | 53 | 38.69% | 80.6 | 45.28% | +11.95% | +16.26% | -6.82% | -4.33% | 20:45 | 13:31 | 17:55 | 20:17 | 23:15 | 31:47 | 05:20 | 03:57 |
 | Blink Dagger | 132 | 96.35% | 79.0 | 39.39% | +39.39% | +6.06% | +6.06% | 0.00% | 14:53 | 09:53 | 12:54 | 14:10 | 15:45 | 53:58 | 02:51 | 02:06 |
 | Ring of Health | 130 | 94.89% | 77.4 | 39.23% | +24.94% | -2.87% | +1.40% | 4.13% | 03:46 | 01:41 | 02:49 | 03:09 | 03:51 | 22:06 | 01:02 | 00:45 |
 | Quelling Blade | 79 | 57.66% | 75.8 | 41.77% | +9.01% | +3.23% | -11.77% | 0.00% | -00:54 | -01:30 | -01:29 | -01:29 | -01:29 | 19:38 | 00:00 | 00:00 |
 | Ring of Protection | 115 | 83.94% | 74.2 | 39.13% | +7.31% | -4.65% | -4.65% | 0.00% | -01:14 | -01:30 | -01:29 | -01:29 | -01:29 | 27:30 | 00:00 | 00:00 |
 | Vanguard | 111 | 81.02% | 72.6 | 38.74% | +4.12% | +0.55% | -10.17% | -6.24% | 06:39 | 04:34 | 05:27 | 06:19 | 07:10 | 12:41 | 01:43 | 01:16 |
 | Boots of Speed | 136 | 99.27% | 71.0 | 37.50% | -62.50% | -2.21% | -8.09% | -2.54% | 06:27 | 02:01 | 05:27 | 06:47 | 07:46 | 11:47 | 02:19 | 01:42 |
 | Arcane Boots | 14 | 10.22% | 69.4 | 57.14% | +21.37% | +17.86% | +9.53% | -0.75% | 24:01 | 09:12 | 17:36 | 24:40 | 28:40 | 36:52 | 11:04 | 08:11 |
 | Buckler | 5 | 3.65% | 67.7 | 80.00% | +43.64% | +20.00% | +20.00% | 0.00% | 28:45 | 21:43 | 21:43 | 27:30 | 34:44 | 37:13 | 13:01 | 09:38 |
 | Magic Stick | 114 | 83.21% | 66.1 | 35.96% | -11.87% | +1.97% | -10.96% | -1.55% | 05:32 | -01:29 | -01:29 | 06:23 | 09:51 | 20:46 | 11:20 | 08:23 |
 | Magic Wand | 95 | 69.34% | 64.5 | 36.84% | -3.64% | +4.83% | -16.01% | -4.55% | 10:50 | -01:29 | 08:19 | 10:03 | 12:54 | 23:07 | 04:35 | 03:23 |
 | Heaven's Halberd | 29 | 21.17% | 62.9 | 44.83% | +8.72% | +12.31% | -30.54% | -4.27% | 30:20 | 20:11 | 24:18 | 29:44 | 34:20 | 43:53 | 10:02 | 07:25 |
 | Wind Lace | 19 | 13.87% | 61.3 | 47.37% | +10.93% | -7.37% | -7.37% | 0.00% | 09:43 | -01:24 | 06:07 | 08:11 | 10:13 | 26:20 | 04:06 | 03:02 |
 | Hood of Defiance | 43 | 31.39% | 59.7 | 37.21% | -1.09% | +26.43% | -19.03% | -5.37% | 14:31 | 05:45 | 09:52 | 15:01 | 18:20 | 25:28 | 08:28 | 06:16 |
 | Force Staff | 22 | 16.06% | 58.1 | 40.91% | +3.52% | +25.76% | -0.91% | -3.76% | 25:34 | 17:12 | 21:20 | 24:28 | 28:26 | 36:15 | 07:06 | 05:15 |
 | Fluffy Hat | 23 | 16.79% | 56.5 | 39.13% | +1.41% | +10.87% | +10.87% | 0.00% | 23:11 | 08:05 | 19:19 | 22:32 | 27:54 | 36:14 | 08:35 | 06:21 |
 | Shiva's Guard | 10 | 7.30% | 54.8 | 50.00% | +12.99% | +50.00% | -50.00% | -9.23% | 38:31 | 28:03 | 32:50 | 38:49 | 43:40 | 49:13 | 10:50 | 08:01 |
 | Blade Mail | 8 | 5.84% | 53.2 | 50.00% | +12.79% | 0.00% | 0.00% | 0.00% | 16:23 | 09:23 | 09:31 | 16:21 | 18:23 | 27:50 | 08:52 | 06:34 |
 | Aghanim's Scepter | 6 | 4.38% | 51.6 | 50.00% | +12.60% | 0.00% | +50.00% | 0.00% | 42:47 | 29:36 | 40:18 | 42:16 | 46:01 | 53:58 | 05:43 | 04:14 |
 | Boots of Travel | 6 | 4.38% | 50.0 | 50.00% | +12.60% | +50.00% | -50.00% | 0.00% | 45:02 | 31:25 | 40:36 | 43:27 | 53:40 | 55:19 | 13:04 | 09:40 |
 | Mekansm | 3 | 2.19% | 48.4 | 66.67% | +29.36% | +33.33% | 0.00% | 0.00% | 21:47 | 18:26 | 18:26 | 21:00 | 25:56 | 25:56 | 07:30 | 05:33 |
 | Scythe of Vyse | 3 | 2.19% | 46.8 | 66.67% | +29.36% | +33.33% | 0.00% | 0.00% | 41:07 | 34:33 | 34:33 | 40:57 | 47:50 | 47:50 | 13:17 | 09:50 |
 | Octarine Core | 3 | 2.19% | 45.2 | 66.67% | +29.36% | +33.33% | 0.00% | 0.00% | 42:15 | 37:53 | 37:53 | 39:34 | 49:19 | 49:19 | 11:26 | 08:28 |
 | Guardian Greaves | 3 | 2.19% | 43.5 | 66.67% | +29.36% | +33.33% | 0.00% | 0.00% | 25:51 | 21:43 | 21:43 | 26:57 | 28:53 | 28:53 | 07:10 | 05:18 |
 | Refresher Orb | 4 | 2.92% | 41.9 | 50.00% | +12.41% | +50.00% | -50.00% | 0.00% | 51:42 | 40:36 | 40:36 | 54:25 | 54:43 | 57:03 | 14:07 | 10:27 |
 | Cornucopia | 4 | 2.92% | 40.3 | 50.00% | +12.41% | -50.00% | -50.00% | 0.00% | 54:30 | 51:42 | 51:42 | 54:12 | 55:02 | 57:02 | 03:20 | 02:28 |
 | Arcane Blink | 1 | 0.73% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.73% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 00:00 | 00:00 |
 | Bottle | 1 | 0.73% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.73% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.73% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Crimson Guard | 24 | 17.52% | 30.6 | 20.83% | -20.76% | +12.50% | -4.16% | -2.29% | 21:58 | 14:14 | 18:19 | 20:54 | 25:35 | 30:27 | 07:16 | 05:22 |
 | Wraith Band | 5 | 3.65% | 29.0 | 40.00% | +2.12% | -40.00% | -40.00% | 0.00% | 02:35 | -01:30 | -01:30 | 02:40 | 04:30 | 05:02 | 06:00 | 04:26 |
 | Helm of Iron Will | 28 | 20.44% | 27.4 | 17.86% | -25.26% | +25.00% | -3.57% | -4.12% | 20:20 | 12:15 | 15:40 | 19:04 | 22:36 | 38:18 | 06:56 | 05:08 |
 | Bracer | 9 | 6.57% | 25.8 | 22.22% | -16.84% | +27.78% | -22.22% | -8.96% | 03:59 | -01:29 | -01:29 | 02:13 | 07:04 | 14:58 | 08:33 | 06:20 |
 | Skull Basher | 2 | 1.46% | 24.2 | 50.00% | +12.22% | +50.00% | 0.00% | 0.00% | 35:46 | 32:31 | 32:31 | 39:01 | 39:01 | 39:01 | 06:30 | 04:48 |
 | Aghanim's Blessing | 2 | 1.46% | 22.6 | 50.00% | +12.22% | +50.00% | 0.00% | 0.00% | 1:06:08 | 1:05:02 | 1:05:02 | 1:07:13 | 1:07:13 | 1:07:13 | 02:11 | 01:37 |
 | Abyssal Blade | 2 | 1.46% | 21.0 | 50.00% | +12.22% | +50.00% | 0.00% | 0.00% | 36:37 | 33:44 | 33:44 | 39:30 | 39:30 | 39:30 | 05:46 | 04:16 |
 | Aeon Disk | 3 | 2.19% | 19.4 | 33.33% | -4.73% | -33.33% | 0.00% | 0.00% | 46:12 | 37:43 | 37:43 | 44:46 | 56:06 | 56:06 | 18:23 | 13:37 |
 | Eul's Scepter of Divinity | 3 | 2.19% | 17.7 | 33.33% | -4.73% | -33.33% | 0.00% | 0.00% | 26:19 | 23:07 | 23:07 | 27:31 | 28:19 | 28:19 | 05:12 | 03:51 |
 | Meteor Hammer | 5 | 3.65% | 16.1 | 20.00% | -18.64% | -20.00% | -20.00% | 0.00% | 08:21 | 06:54 | 06:54 | 07:58 | 09:08 | 10:24 | 02:14 | 01:39 |
 | Crown | 5 | 3.65% | 14.5 | 20.00% | -18.64% | -20.00% | -20.00% | 0.00% | 05:29 | 03:27 | 03:27 | 05:36 | 05:49 | 08:25 | 02:22 | 01:45 |
 | Drum of Endurance | 1 | 0.73% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.73% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:57 | 28:57 | 28:57 | 28:57 | 28:57 | 28:57 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.73% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.73% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.73% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.46% | 4.8 | 0.00% | -38.52% | 0.00% | 0.00% | 0.00% | 15:16 | 08:50 | 08:50 | 21:42 | 21:42 | 21:42 | 12:52 | 09:31 |
 | Urn of Shadows | 1 | 0.73% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.73% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |