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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 | |
 | Aether Lens | 12 | 11.54% | 100.0 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 29:00 | 22:05 | 24:18 | 27:30 | 32:38 | 36:40 | 08:20 | 06:10 |
 | Blink Dagger | 29 | 27.88% | 98.1 | 82.76% | +50.76% | +17.24% | +17.24% | 0.00% | 31:02 | 18:45 | 24:57 | 29:42 | 34:20 | 50:24 | 09:23 | 06:57 |
 | Octarine Core | 8 | 7.69% | 96.2 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 34:29 | 27:09 | 31:44 | 33:41 | 37:02 | 39:04 | 05:18 | 03:55 |
 | Scythe of Vyse | 16 | 15.38% | 94.3 | 81.25% | +41.48% | -31.25% | +18.75% | 6.22% | 41:30 | 30:05 | 36:49 | 42:17 | 44:51 | 53:20 | 08:02 | 05:57 |
 | Void Stone | 42 | 40.38% | 92.5 | 66.67% | +34.41% | -39.40% | +3.33% | 2.27% | 26:46 | 04:24 | 17:49 | 25:31 | 36:40 | 45:47 | 18:51 | 13:57 |
 | Kaya | 33 | 31.73% | 90.6 | 63.64% | +25.61% | -1.14% | +36.36% | 4.03% | 18:09 | 08:41 | 12:16 | 16:28 | 21:34 | 32:35 | 09:18 | 06:53 |
 | Guardian Greaves | 55 | 52.88% | 88.7 | 58.18% | +25.53% | +27.53% | -29.61% | -16.25% | 16:51 | 12:15 | 14:40 | 16:27 | 18:11 | 28:21 | 03:31 | 02:36 |
 | Black King Bar | 69 | 66.35% | 86.8 | 56.52% | +30.81% | -9.46% | +2.30% | 1.64% | 24:59 | 15:54 | 20:57 | 23:47 | 28:06 | 55:37 | 07:09 | 05:17 |
 | Shiva's Guard | 32 | 30.77% | 84.9 | 62.50% | +23.61% | -12.50% | +12.50% | 3.96% | 33:47 | 21:25 | 29:18 | 32:49 | 35:37 | 53:57 | 06:19 | 04:40 |
 | Sange | 46 | 44.23% | 83.0 | 58.70% | +22.49% | -0.37% | +4.94% | 0.49% | 23:36 | 12:37 | 16:59 | 22:08 | 27:55 | 42:59 | 10:56 | 08:05 |
 | Buckler | 57 | 54.81% | 81.1 | 56.14% | +22.10% | +22.43% | -20.43% | -11.74% | 14:09 | 09:44 | 11:35 | 13:49 | 15:14 | 26:14 | 03:39 | 02:42 |
 | Ring of Protection | 60 | 57.69% | 79.2 | 55.00% | +20.91% | +18.33% | -21.67% | -8.92% | 12:50 | 01:19 | 10:36 | 12:41 | 15:05 | 25:14 | 04:29 | 03:19 |
 | Kaya and Sange | 28 | 26.92% | 77.4 | 60.71% | +19.92% | -3.57% | +10.72% | 1.53% | 21:52 | 12:53 | 16:03 | 20:47 | 25:23 | 41:13 | 09:20 | 06:54 |
 | Mekansm | 61 | 58.65% | 75.5 | 52.46% | +15.25% | +20.87% | -25.79% | -21.37% | 11:53 | 09:07 | 10:36 | 11:27 | 12:47 | 16:58 | 02:11 | 01:37 |
 | Chainmail | 79 | 75.96% | 73.6 | 50.63% | +18.63% | -0.63% | -5.63% | -1.86% | 08:49 | 03:15 | 07:29 | 08:43 | 10:10 | 14:34 | 02:41 | 01:59 |
 | Heaven's Halberd | 15 | 14.42% | 71.7 | 66.67% | +23.97% | +8.33% | +8.33% | 0.00% | 29:04 | 20:07 | 23:08 | 29:26 | 31:19 | 43:17 | 08:11 | 06:03 |
 | Arcane Boots | 63 | 60.58% | 69.8 | 50.79% | +11.77% | +17.96% | -25.79% | -27.06% | 07:00 | 04:16 | 05:53 | 06:40 | 07:30 | 13:33 | 01:37 | 01:11 |
 | Headdress | 63 | 60.58% | 67.9 | 50.79% | +11.77% | +11.71% | -25.79% | -12.86% | 09:55 | 05:51 | 07:58 | 09:34 | 10:53 | 31:12 | 02:55 | 02:09 |
 | Wraith Band | 50 | 48.08% | 66.0 | 52.00% | +11.26% | +17.23% | -2.00% | -12.41% | 03:27 | -01:29 | 01:35 | 01:53 | 03:08 | 28:50 | 01:33 | 01:08 |
 | Boots of Speed | 104 | 100.00% | 64.2 | 46.15% | +46.15% | +3.85% | -11.53% | -8.54% | 03:30 | -01:30 | 02:43 | 03:29 | 04:31 | 07:58 | 01:48 | 01:20 |
 | Wind Lace | 60 | 57.69% | 62.3 | 48.33% | +5.15% | -15.00% | -1.66% | 1.99% | 07:31 | -01:30 | 03:29 | 06:44 | 10:11 | 21:23 | 06:42 | 04:57 |
 | Magic Wand | 96 | 92.31% | 60.4 | 44.79% | -17.71% | +9.38% | +5.21% | -1.15% | 05:08 | -01:30 | 03:41 | 05:27 | 07:19 | 16:18 | 03:38 | 02:41 |
 | Magic Stick | 85 | 81.73% | 58.5 | 43.53% | -14.36% | -5.43% | +4.09% | 2.38% | 03:29 | -01:29 | 01:33 | 02:56 | 05:33 | 15:45 | 04:00 | 02:57 |
 | Quelling Blade | 23 | 22.12% | 56.6 | 52.17% | +7.73% | -18.84% | +14.50% | 3.68% | 06:01 | -01:30 | -01:29 | 07:01 | 10:33 | 18:25 | 12:02 | 08:54 |
 | Overwhelming Blink | 5 | 4.81% | 54.7 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 40:57 | 34:26 | 34:26 | 41:00 | 43:57 | 47:10 | 09:31 | 07:02 |
 | Ring of Health | 23 | 22.12% | 52.8 | 47.83% | +2.15% | +2.17% | -31.16% | -3.29% | 23:26 | 12:25 | 15:49 | 21:00 | 25:56 | 44:04 | 10:07 | 07:29 |
 | Aghanim's Shard | 27 | 25.96% | 50.9 | 44.44% | -2.31% | +26.99% | -30.15% | -6.28% | 34:42 | 18:50 | 30:02 | 34:45 | 39:08 | 45:59 | 09:06 | 06:44 |
 | Phase Boots | 19 | 18.27% | 49.1 | 47.37% | +1.49% | -7.37% | -7.37% | 0.00% | 08:27 | 05:39 | 06:28 | 07:16 | 07:51 | 29:00 | 01:23 | 01:01 |
 | Power Treads | 14 | 13.46% | 47.2 | 50.00% | +4.44% | +25.00% | -16.67% | 0.00% | 07:06 | 04:35 | 05:38 | 07:22 | 08:05 | 10:11 | 02:27 | 01:48 |
 | Bottle | 31 | 29.81% | 45.3 | 38.71% | -10.61% | +23.79% | -13.71% | -37.50% | 01:32 | 00:30 | 01:20 | 01:27 | 01:41 | 02:36 | 00:21 | 00:15 |
 | Hood of Defiance | 9 | 8.65% | 43.4 | 55.56% | +10.30% | -5.56% | -55.56% | 0.00% | 18:03 | 12:36 | 13:44 | 18:12 | 20:24 | 24:48 | 06:40 | 04:56 |
 | Ethereal Blade | 2 | 1.92% | 41.5 | 100.00% | +54.90% | 0.00% | 0.00% | 0.00% | 31:26 | 30:23 | 30:23 | 32:28 | 32:28 | 32:28 | 02:05 | 01:32 |
 | Lotus Orb | 10 | 9.62% | 39.6 | 50.00% | +4.26% | -16.67% | -50.00% | 0.00% | 27:49 | 15:34 | 22:10 | 25:05 | 29:48 | 44:08 | 07:38 | 05:39 |
 | Pipe of Insight | 8 | 7.69% | 37.7 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 21:41 | 15:39 | 16:23 | 22:02 | 22:43 | 31:13 | 06:20 | 04:41 |
 | Rod of Atos | 12 | 11.54% | 35.8 | 41.67% | -5.07% | +25.00% | -8.34% | 0.00% | 13:20 | 09:16 | 11:50 | 12:35 | 14:28 | 18:16 | 02:38 | 01:57 |
 | Crown | 13 | 12.50% | 34.0 | 38.46% | -8.79% | -38.46% | -5.13% | 0.00% | 10:25 | 03:53 | 07:17 | 09:39 | 11:35 | 22:41 | 04:18 | 03:11 |
 | Urn of Shadows | 3 | 2.88% | 32.1 | 66.67% | +21.13% | -66.67% | 0.00% | 0.00% | 04:57 | 03:13 | 03:13 | 03:35 | 08:02 | 08:02 | 04:49 | 03:34 |
 | Fluffy Hat | 16 | 15.38% | 30.2 | 31.25% | -17.61% | +18.75% | -6.25% | -1.99% | 10:55 | 01:10 | 03:06 | 06:07 | 15:38 | 35:49 | 12:32 | 09:17 |
 | Ghost Scepter | 8 | 7.69% | 28.3 | 37.50% | -9.38% | +12.50% | -37.50% | 0.00% | 34:09 | 23:56 | 24:43 | 29:19 | 40:15 | 46:10 | 15:32 | 11:30 |
 | Force Staff | 4 | 3.85% | 26.4 | 50.00% | +4.00% | -50.00% | +50.00% | 0.00% | 26:06 | 17:46 | 17:46 | 22:59 | 24:14 | 39:25 | 06:28 | 04:47 |
 | Falcon Blade | 9 | 8.65% | 24.5 | 33.33% | -14.04% | +66.67% | -33.33% | 0.00% | 05:39 | 03:34 | 03:35 | 05:42 | 06:07 | 08:48 | 02:32 | 01:52 |
 | Null Talisman | 9 | 8.65% | 22.6 | 33.33% | -14.04% | +16.67% | -33.33% | 0.00% | 03:31 | 01:15 | 01:20 | 03:15 | 04:58 | 07:04 | 03:38 | 02:41 |
 | Sange and Yasha | 1 | 0.96% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.96% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 8 | 7.69% | 17.0 | 25.00% | -22.92% | -25.00% | -25.00% | 0.00% | 13:46 | 10:09 | 11:39 | 12:49 | 14:36 | 18:43 | 02:57 | 02:11 |
 | Boots of Travel 2 | 2 | 1.92% | 15.1 | 50.00% | +3.92% | +50.00% | 0.00% | 0.00% | 46:23 | 45:53 | 45:53 | 46:52 | 46:52 | 46:52 | 00:59 | 00:43 |
 | Aeon Disk | 2 | 1.92% | 13.2 | 50.00% | +3.92% | -50.00% | 0.00% | 0.00% | 46:21 | 34:50 | 34:50 | 57:52 | 57:52 | 57:52 | 23:02 | 17:03 |
 | Linken's Sphere | 4 | 3.85% | 11.3 | 25.00% | -22.00% | +75.00% | -25.00% | 0.00% | 35:12 | 29:51 | 29:51 | 34:40 | 37:46 | 38:30 | 07:55 | 05:51 |
 | Boots of Travel | 5 | 4.81% | 9.4 | 20.00% | -27.47% | -20.00% | -20.00% | 0.00% | 35:19 | 21:32 | 21:32 | 32:48 | 36:43 | 53:16 | 15:11 | 11:14 |
 | Tranquil Boots | 1 | 0.96% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 1.92% | 5.7 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 23:04 | 22:21 | 22:21 | 23:46 | 23:46 | 23:46 | 01:25 | 01:02 |
 | Wind Waker | 1 | 0.96% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Pavise | 1 | 0.96% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |