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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 | |
 | Boots of Travel | 7 | 14.29% | 100.0 | 100.00% | +59.52% | 0.00% | 0.00% | 0.00% | 39:42 | 31:30 | 34:07 | 36:31 | 41:21 | 57:00 | 07:14 | 05:21 |
 | Bracer | 14 | 28.57% | 74.9 | 71.43% | +31.43% | +28.57% | -4.76% | -7.04% | 04:24 | 01:36 | 02:16 | 03:15 | 07:00 | 10:00 | 04:44 | 03:30 |
 | Void Stone | 35 | 71.43% | 70.6 | 57.14% | +28.57% | -12.70% | +9.53% | 1.94% | 19:46 | 09:44 | 12:15 | 19:08 | 23:43 | 46:54 | 11:28 | 08:29 |
 | Scythe of Vyse | 13 | 26.53% | 70.3 | 69.23% | +27.56% | +30.77% | +30.77% | 0.00% | 33:38 | 23:43 | 28:12 | 32:51 | 37:11 | 46:54 | 08:59 | 06:39 |
 | Octarine Core | 21 | 42.86% | 69.6 | 61.90% | +22.61% | -41.90% | +18.10% | 6.34% | 24:23 | 13:09 | 17:43 | 24:03 | 27:11 | 36:41 | 09:28 | 07:00 |
 | Magic Stick | 38 | 77.55% | 69.2 | 55.26% | +27.99% | +14.74% | +22.52% | 1.47% | 03:16 | -01:29 | -01:29 | 02:20 | 06:47 | 13:53 | 08:16 | 06:07 |
 | Sange | 42 | 85.71% | 66.6 | 52.38% | +23.81% | +11.26% | -12.38% | -5.27% | 18:51 | 11:43 | 16:27 | 17:44 | 20:56 | 29:01 | 04:29 | 03:19 |
 | Ring of Health | 38 | 77.55% | 65.7 | 52.63% | +16.27% | +7.37% | +2.93% | -1.93% | 04:54 | 00:48 | 02:40 | 03:31 | 04:58 | 19:32 | 02:18 | 01:42 |
 | Magic Wand | 48 | 97.96% | 65.1 | 50.00% | +50.00% | -25.00% | +8.33% | 4.00% | 05:54 | -01:29 | 01:53 | 06:57 | 10:13 | 17:40 | 08:20 | 06:10 |
 | Kaya and Sange | 39 | 79.59% | 64.3 | 51.28% | +11.28% | +8.72% | -21.28% | -5.98% | 19:32 | 13:30 | 16:27 | 18:13 | 21:28 | 27:59 | 05:01 | 03:42 |
 | Ring of Protection | 44 | 89.80% | 64.1 | 50.00% | +10.00% | +4.55% | -22.73% | -7.27% | 08:24 | -01:29 | 06:46 | 09:14 | 10:31 | 15:01 | 03:45 | 02:46 |
 | Soul Ring | 44 | 89.80% | 64.1 | 50.00% | +10.00% | +13.64% | -22.73% | -10.86% | 09:31 | 04:57 | 07:38 | 09:52 | 10:59 | 15:12 | 03:21 | 02:28 |
 | Blink Dagger | 23 | 46.94% | 64.0 | 56.52% | +14.21% | +10.15% | -23.19% | -3.44% | 31:01 | 19:27 | 25:25 | 30:16 | 35:07 | 45:12 | 09:42 | 07:11 |
 | Boots of Speed | 49 | 100.00% | 64.0 | 48.98% | +48.98% | -7.31% | -7.31% | 0.00% | 05:28 | 02:14 | 03:50 | 05:10 | 07:07 | 11:09 | 03:17 | 02:25 |
 | Arcane Boots | 49 | 100.00% | 64.0 | 48.98% | +48.98% | +9.35% | -7.31% | -5.62% | 07:38 | 04:15 | 05:58 | 07:45 | 08:56 | 12:18 | 02:58 | 02:11 |
 | Kaya | 42 | 85.71% | 63.5 | 50.00% | +7.14% | +22.73% | -20.00% | -9.64% | 15:57 | 09:35 | 13:11 | 14:58 | 17:37 | 26:51 | 04:26 | 03:17 |
 | Shiva's Guard | 15 | 30.61% | 61.2 | 60.00% | +15.88% | +15.00% | -35.00% | -6.85% | 29:22 | 19:17 | 24:36 | 30:41 | 31:54 | 42:20 | 07:18 | 05:24 |
 | Vanguard | 31 | 63.27% | 57.7 | 48.39% | -1.61% | +1.61% | +1.61% | 0.00% | 07:40 | 04:40 | 05:46 | 06:41 | 09:20 | 11:20 | 03:34 | 02:38 |
 | Lotus Orb | 16 | 32.65% | 57.6 | 56.25% | +10.80% | +18.75% | -6.25% | -3.74% | 17:23 | 11:58 | 12:58 | 15:36 | 19:39 | 32:57 | 06:41 | 04:57 |
 | Black King Bar | 12 | 24.49% | 54.6 | 58.33% | +12.38% | +8.34% | -25.00% | -1.77% | 31:42 | 16:10 | 21:48 | 28:58 | 40:38 | 48:08 | 18:50 | 13:57 |
 | Overwhelming Blink | 10 | 20.41% | 52.7 | 60.00% | +13.85% | +40.00% | -60.00% | 0.00% | 39:48 | 28:34 | 37:12 | 37:41 | 43:49 | 48:56 | 06:37 | 04:54 |
 | Heart of Tarrasque | 6 | 12.24% | 47.5 | 66.67% | +20.16% | +33.33% | -66.67% | 0.00% | 30:48 | 22:28 | 29:12 | 29:24 | 34:46 | 37:05 | 05:34 | 04:07 |
 | Bottle | 17 | 34.69% | 47.2 | 47.06% | -2.94% | -22.06% | -22.06% | 0.00% | 01:23 | 01:07 | 01:12 | 01:19 | 01:32 | 02:02 | 00:20 | 00:14 |
 | Cornucopia | 5 | 10.20% | 35.8 | 60.00% | +12.27% | -60.00% | -60.00% | 0.00% | 49:04 | 22:38 | 22:38 | 33:58 | 36:17 | 2:05:30 | 13:39 | 10:06 |
 | Aghanim's Shard | 3 | 6.12% | 28.7 | 66.67% | +18.84% | +33.33% | 0.00% | 0.00% | 43:43 | 24:55 | 24:55 | 35:25 | 1:10:49 | 1:10:49 | 45:54 | 34:00 |
 | Linken's Sphere | 3 | 6.12% | 28.7 | 66.67% | +18.84% | -66.67% | 0.00% | 0.00% | 31:46 | 25:02 | 25:02 | 33:58 | 36:17 | 36:17 | 11:15 | 08:20 |
 | Heaven's Halberd | 7 | 14.29% | 26.8 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 26:44 | 18:57 | 21:16 | 25:06 | 30:05 | 35:33 | 08:49 | 06:31 |
 | Wind Lace | 4 | 8.16% | 22.4 | 50.00% | +1.11% | -50.00% | -50.00% | 0.00% | 21:25 | 12:40 | 12:40 | 13:10 | 22:46 | 37:02 | 10:06 | 07:28 |
 | Eul's Scepter of Divinity | 4 | 8.16% | 22.4 | 50.00% | +1.11% | -50.00% | -50.00% | 0.00% | 22:55 | 14:07 | 14:07 | 14:57 | 25:29 | 37:05 | 11:22 | 08:25 |
 | Eternal Shroud | 1 | 2.04% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:29 | 25:29 | 25:29 | 25:29 | 25:29 | 25:29 | 00:00 | 00:00 |
 | Headdress | 5 | 10.20% | 18.8 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 14:56 | 13:01 | 13:01 | 14:43 | 15:49 | 17:20 | 02:48 | 02:04 |
 | Pipe of Insight | 5 | 10.20% | 18.8 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 16:21 | 14:27 | 14:27 | 16:03 | 16:27 | 19:14 | 02:00 | 01:28 |
 | Refresher Orb | 2 | 4.08% | 11.6 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 1:17:38 | 29:45 | 29:45 | 2:05:31 | 2:05:31 | 2:05:31 | 1:35:46 | 1:10:56 |
 | Aeon Disk | 2 | 4.08% | 11.6 | 50.00% | +1.06% | -50.00% | 0.00% | 0.00% | 34:52 | 29:37 | 29:37 | 40:07 | 40:07 | 40:07 | 10:30 | 07:46 |
 | Aghanim's Blessing | 2 | 4.08% | 11.6 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 52:04 | 44:04 | 44:04 | 60:04 | 60:04 | 60:04 | 16:00 | 11:51 |
 | Quelling Blade | 2 | 4.08% | 11.6 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 11 | 22.45% | 10.7 | 18.18% | -39.71% | +15.15% | -18.18% | -3.39% | 33:00 | 18:46 | 23:18 | 28:47 | 33:08 | 60:04 | 09:50 | 07:17 |
 | Ethereal Blade | 1 | 2.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:26:23 | 1:26:23 | 1:26:23 | 1:26:23 | 1:26:23 | 1:26:23 | 00:00 | 00:00 |
 | Yasha | 1 | 2.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Ghost Scepter | 3 | 6.12% | 0.0 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 49:49 | 30:23 | 30:23 | 32:37 | 1:26:27 | 1:26:27 | 56:04 | 41:31 |