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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 | |
 | Ring of Health | 41 | 40.59% | 100.0 | 70.73% | +22.40% | +9.27% | -0.73% | -0.61% | 29:08 | 01:47 | 20:23 | 29:22 | 36:41 | 1:01:31 | 16:18 | 12:04 |
 | Void Stone | 46 | 45.54% | 98.2 | 65.22% | +14.31% | +9.78% | -28.86% | -2.65% | 31:15 | 10:41 | 22:22 | 32:20 | 36:56 | 56:19 | 14:34 | 10:47 |
 | Skull Basher | 74 | 73.27% | 96.5 | 60.81% | +12.66% | +12.87% | -21.92% | -3.89% | 33:08 | 23:40 | 27:43 | 31:29 | 36:39 | 1:05:03 | 08:56 | 06:37 |
 | Magic Stick | 93 | 92.08% | 94.7 | 59.14% | +21.64% | +6.08% | -15.66% | -5.37% | 03:43 | -01:29 | 02:08 | 03:17 | 06:11 | 17:42 | 04:03 | 03:00 |
 | Aghanim's Shard | 93 | 92.08% | 93.0 | 59.14% | +21.64% | +19.12% | -2.62% | -3.18% | 20:41 | 15:04 | 16:52 | 19:06 | 23:42 | 38:42 | 06:50 | 05:03 |
 | Blink Dagger | 99 | 98.02% | 91.2 | 58.59% | +58.59% | +13.41% | -2.59% | -4.21% | 21:07 | 12:57 | 18:48 | 20:22 | 22:36 | 34:42 | 03:48 | 02:48 |
 | Magic Wand | 89 | 88.12% | 89.5 | 58.43% | +8.43% | -3.88% | -3.88% | 0.00% | 06:56 | -01:29 | 04:31 | 06:01 | 09:13 | 17:28 | 04:42 | 03:28 |
 | Diffusal Blade | 93 | 92.08% | 87.7 | 58.06% | +8.06% | +7.16% | -18.93% | -13.05% | 14:11 | 11:02 | 13:07 | 14:06 | 15:07 | 21:05 | 02:00 | 01:28 |
 | Boots of Speed | 101 | 100.00% | 86.0 | 57.43% | +57.43% | +2.57% | +2.57% | 0.00% | 05:02 | 01:18 | 04:12 | 05:02 | 06:09 | 08:15 | 01:57 | 01:26 |
 | Quelling Blade | 100 | 99.01% | 84.2 | 57.00% | -43.00% | -5.00% | +11.00% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:13 | 00:00 | 00:00 |
 | Shiva's Guard | 8 | 7.92% | 82.5 | 87.50% | +32.66% | +12.50% | +12.50% | 0.00% | 37:11 | 22:25 | 29:11 | 33:22 | 38:56 | 1:02:46 | 09:45 | 07:13 |
 | Bottle | 85 | 84.16% | 80.7 | 57.65% | +1.40% | -14.79% | +4.25% | 19.04% | 01:57 | 01:05 | 01:25 | 01:35 | 02:01 | 06:26 | 00:36 | 00:26 |
 | Blight Stone | 89 | 88.12% | 78.9 | 57.30% | -1.03% | +1.79% | +10.88% | 5.00% | 03:36 | -00:12 | 02:25 | 03:03 | 04:14 | 09:11 | 01:49 | 01:20 |
 | Arcane Boots | 97 | 96.04% | 77.2 | 56.70% | -18.30% | -6.70% | +5.80% | 5.68% | 08:27 | 05:23 | 07:04 | 08:10 | 09:16 | 21:51 | 02:12 | 01:37 |
 | Orb of Corrosion | 68 | 67.33% | 75.4 | 58.82% | +4.27% | 0.00% | -11.76% | -2.67% | 08:27 | 03:43 | 05:18 | 07:26 | 09:42 | 25:02 | 04:24 | 03:15 |
 | Orb of Venom | 68 | 67.33% | 73.7 | 58.82% | +4.27% | +5.89% | -17.64% | -5.93% | 07:32 | 01:49 | 04:42 | 06:44 | 08:40 | 25:02 | 03:58 | 02:56 |
 | Fluffy Hat | 72 | 71.29% | 71.9 | 58.33% | +3.16% | -2.77% | -13.89% | -2.53% | 08:27 | 02:44 | 04:37 | 06:20 | 09:01 | 35:40 | 04:24 | 03:15 |
 | Overwhelming Blink | 18 | 17.82% | 70.2 | 66.67% | +11.25% | +33.33% | +8.33% | -1.98% | 48:20 | 34:25 | 42:39 | 46:44 | 55:15 | 1:07:02 | 12:36 | 09:20 |
 | Aghanim's Scepter | 48 | 47.52% | 68.4 | 54.17% | -6.21% | +4.16% | +4.16% | 0.00% | 30:13 | 20:50 | 26:23 | 29:28 | 32:38 | 45:38 | 06:15 | 04:37 |
 | Eul's Scepter of Divinity | 4 | 3.96% | 66.7 | 100.00% | +44.33% | 0.00% | 0.00% | 0.00% | 36:00 | 24:25 | 24:25 | 36:19 | 40:48 | 42:27 | 16:23 | 12:08 |
 | Wind Lace | 4 | 3.96% | 64.9 | 100.00% | +44.33% | 0.00% | 0.00% | 0.00% | 35:13 | 22:07 | 22:07 | 35:48 | 40:46 | 42:12 | 18:39 | 13:48 |
 | Lotus Orb | 13 | 12.87% | 63.2 | 69.23% | +13.55% | -2.56% | -35.90% | -2.43% | 27:23 | 20:36 | 20:52 | 24:17 | 34:34 | 37:16 | 13:42 | 10:08 |
 | Linken's Sphere | 21 | 20.79% | 61.4 | 61.90% | +5.65% | -1.90% | -1.90% | 0.00% | 31:57 | 14:53 | 23:39 | 31:28 | 36:56 | 47:20 | 13:17 | 09:50 |
 | Boots of Travel | 10 | 9.90% | 59.6 | 70.00% | +13.96% | -3.33% | -20.00% | -3.91% | 40:33 | 32:56 | 38:28 | 39:28 | 42:44 | 48:44 | 04:16 | 03:09 |
 | Vanguard | 10 | 9.90% | 57.9 | 70.00% | +13.96% | +30.00% | -20.00% | -2.96% | 44:54 | 29:09 | 34:27 | 39:20 | 51:20 | 1:03:18 | 16:53 | 12:30 |
 | Aeon Disk | 22 | 21.78% | 56.1 | 54.55% | -3.68% | +12.12% | -34.55% | -2.68% | 36:40 | 23:29 | 27:48 | 36:29 | 45:14 | 50:47 | 17:26 | 12:54 |
 | Abyssal Blade | 9 | 8.91% | 54.4 | 66.67% | +10.15% | +33.33% | -16.67% | -2.89% | 46:02 | 29:16 | 34:17 | 48:06 | 51:35 | 1:03:29 | 17:18 | 12:48 |
 | Wraith Band | 8 | 7.92% | 52.6 | 62.50% | +5.51% | +37.50% | +37.50% | 0.00% | 02:38 | -01:29 | 01:37 | 02:25 | 02:34 | 08:11 | 00:57 | 00:42 |
 | Ring of Protection | 9 | 8.91% | 50.9 | 55.56% | -2.05% | +44.44% | -5.56% | -3.81% | 12:09 | -01:29 | 02:20 | 13:10 | 15:27 | 20:26 | 13:07 | 09:42 |
 | Aether Lens | 12 | 11.88% | 49.1 | 50.00% | -8.43% | +16.67% | +16.67% | 0.00% | 41:29 | 32:42 | 36:07 | 40:22 | 43:43 | 56:19 | 07:36 | 05:37 |
 | Wind Waker | 2 | 1.98% | 47.4 | 100.00% | +43.43% | 0.00% | 0.00% | 0.00% | 48:20 | 45:02 | 45:02 | 51:38 | 51:38 | 51:38 | 06:36 | 04:53 |
 | Octarine Core | 10 | 9.90% | 45.6 | 50.00% | -8.24% | +16.67% | 0.00% | -2.14% | 44:16 | 38:04 | 39:43 | 41:42 | 47:30 | 56:20 | 07:47 | 05:45 |
 | Mekansm | 8 | 7.92% | 43.9 | 50.00% | -8.06% | 0.00% | +50.00% | 0.00% | 13:43 | 11:40 | 11:56 | 12:19 | 14:10 | 18:18 | 02:14 | 01:39 |
 | Headdress | 8 | 7.92% | 42.1 | 50.00% | -8.06% | -50.00% | +50.00% | 0.00% | 11:10 | 07:15 | 07:42 | 08:23 | 14:10 | 18:16 | 06:28 | 04:47 |
 | Chainmail | 8 | 7.92% | 40.4 | 50.00% | -8.06% | 0.00% | +50.00% | 0.00% | 12:38 | 09:19 | 10:27 | 10:51 | 14:10 | 18:16 | 03:43 | 02:45 |
 | Guardian Greaves | 8 | 7.92% | 38.6 | 50.00% | -8.06% | -50.00% | 0.00% | 0.00% | 18:24 | 15:20 | 15:53 | 17:19 | 20:29 | 22:32 | 04:36 | 03:24 |
 | Buckler | 8 | 7.92% | 36.8 | 50.00% | -8.06% | 0.00% | 0.00% | 0.00% | 16:03 | 12:31 | 12:52 | 14:12 | 19:48 | 20:26 | 06:56 | 05:08 |
 | Boots of Travel 2 | 5 | 4.95% | 35.1 | 60.00% | +2.71% | +40.00% | -60.00% | 0.00% | 1:03:45 | 51:46 | 51:46 | 1:03:30 | 1:14:06 | 1:14:40 | 22:20 | 16:32 |
 | Force Staff | 6 | 5.94% | 33.3 | 50.00% | -7.89% | +50.00% | +50.00% | 0.00% | 32:56 | 29:34 | 31:02 | 31:22 | 35:41 | 36:27 | 04:39 | 03:26 |
 | Aghanim's Blessing | 6 | 5.94% | 31.6 | 50.00% | -7.89% | 0.00% | +50.00% | 0.00% | 55:13 | 45:45 | 47:02 | 47:30 | 1:04:13 | 1:04:42 | 17:11 | 12:43 |
 | Crown | 1 | 0.99% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.99% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.99% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.99% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.99% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.99% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 00:00 | 00:00 |
 | Bracer | 1 | 0.99% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Maelstrom | 7 | 6.93% | 17.5 | 28.57% | -31.00% | -28.57% | -28.57% | 0.00% | 39:44 | 18:22 | 22:01 | 47:22 | 48:48 | 1:06:42 | 26:47 | 19:50 |
 | Javelin | 8 | 7.92% | 15.8 | 25.00% | -35.22% | -25.00% | -25.00% | 0.00% | 36:51 | 18:22 | 18:47 | 33:49 | 47:22 | 1:01:34 | 28:35 | 21:10 |
 | Heaven's Halberd | 3 | 2.97% | 14.0 | 33.33% | -24.83% | -33.33% | 0.00% | 0.00% | 29:44 | 28:35 | 28:35 | 28:45 | 31:51 | 31:51 | 03:16 | 02:25 |
 | Sange | 3 | 2.97% | 12.3 | 33.33% | -24.83% | -33.33% | 0.00% | 0.00% | 28:25 | 27:20 | 27:20 | 28:34 | 29:20 | 29:20 | 02:00 | 01:28 |
 | Scythe of Vyse | 3 | 2.97% | 10.5 | 33.33% | -24.83% | +66.67% | 0.00% | 0.00% | 40:56 | 31:55 | 31:55 | 42:28 | 48:26 | 48:26 | 16:31 | 12:14 |
 | Mjollnir | 1 | 0.99% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 00:00 | 00:00 |
 | Black King Bar | 2 | 1.98% | 7.0 | 0.00% | -58.59% | 0.00% | 0.00% | 0.00% | 38:08 | 31:53 | 31:53 | 44:23 | 44:23 | 44:23 | 12:30 | 09:15 |
 | Mage Slayer | 1 | 0.99% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.99% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.99% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |