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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 | |
 | Gleipnir | 24 | 23.30% | 100.0 | 75.00% | +31.96% | +8.33% | -8.33% | -2.07% | 39:11 | 22:54 | 35:36 | 39:42 | 43:38 | 53:23 | 08:02 | 05:57 |
 | Crown | 20 | 19.42% | 98.1 | 70.00% | +24.22% | +10.00% | -10.00% | -1.94% | 38:24 | 20:37 | 32:51 | 37:51 | 43:09 | 52:52 | 10:18 | 07:37 |
 | Sange | 55 | 53.40% | 96.2 | 58.18% | +16.51% | +6.11% | -1.04% | -0.87% | 24:09 | 16:12 | 19:19 | 22:30 | 27:33 | 49:28 | 08:14 | 06:05 |
 | Aghanim's Shard | 70 | 67.96% | 94.3 | 55.71% | +16.32% | +5.40% | -14.53% | -2.22% | 29:34 | 16:44 | 24:38 | 29:09 | 33:37 | 44:41 | 08:59 | 06:39 |
 | Rod of Atos | 19 | 18.45% | 92.5 | 68.42% | +21.99% | +11.58% | -8.42% | -1.94% | 38:36 | 21:16 | 32:51 | 39:35 | 43:09 | 52:52 | 10:18 | 07:37 |
 | Kaya | 54 | 52.43% | 90.6 | 57.41% | +14.55% | -0.27% | +4.13% | 0.66% | 23:52 | 14:27 | 18:53 | 21:13 | 25:31 | 49:52 | 06:38 | 04:54 |
 | Kaya and Sange | 52 | 50.49% | 88.7 | 57.69% | +14.55% | -3.84% | +3.85% | 0.98% | 25:40 | 18:10 | 20:30 | 23:22 | 28:19 | 49:28 | 07:49 | 05:47 |
 | Fluffy Hat | 84 | 81.55% | 86.8 | 53.57% | +16.73% | -1.19% | -15.47% | -5.60% | 06:30 | 02:22 | 04:35 | 05:37 | 07:08 | 21:46 | 02:33 | 01:53 |
 | Orb of Corrosion | 84 | 81.55% | 84.9 | 53.57% | +16.73% | +3.57% | -20.24% | -9.34% | 07:03 | 03:57 | 05:06 | 05:59 | 07:39 | 21:47 | 02:33 | 01:53 |
 | Orb of Venom | 85 | 82.52% | 83.0 | 52.94% | +14.05% | +4.20% | -19.61% | -8.26% | 06:24 | 01:28 | 04:24 | 05:37 | 07:17 | 21:46 | 02:53 | 02:08 |
 | Blight Stone | 99 | 96.12% | 81.1 | 51.52% | +26.52% | -3.52% | -7.52% | -2.82% | 03:34 | -00:16 | 02:17 | 02:48 | 03:42 | 10:28 | 01:25 | 01:02 |
 | Quelling Blade | 102 | 99.03% | 79.2 | 50.98% | +50.98% | +6.71% | +9.02% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Magic Stick | 102 | 99.03% | 77.4 | 50.98% | +50.98% | +14.40% | -14.98% | -14.94% | 03:26 | -01:29 | 02:18 | 02:47 | 04:16 | 13:20 | 01:58 | 01:27 |
 | Javelin | 96 | 93.20% | 75.5 | 51.04% | +8.18% | +11.46% | +7.29% | -1.62% | 12:03 | 06:25 | 10:33 | 11:38 | 13:07 | 23:52 | 02:34 | 01:54 |
 | Cornucopia | 36 | 34.95% | 73.6 | 58.33% | +12.06% | -13.89% | +8.34% | 3.22% | 30:46 | 15:33 | 25:45 | 28:59 | 32:39 | 57:01 | 06:54 | 05:06 |
 | Boots of Speed | 103 | 100.00% | 71.7 | 50.49% | +50.49% | -4.34% | +11.05% | 7.21% | 04:57 | 01:05 | 04:00 | 04:55 | 06:08 | 07:52 | 02:08 | 01:34 |
 | Bottle | 101 | 98.06% | 69.8 | 50.50% | +0.50% | +1.50% | -2.50% | -4.00% | 01:48 | 00:15 | 01:18 | 01:32 | 01:43 | 07:40 | 00:25 | 00:18 |
 | Magic Wand | 99 | 96.12% | 67.9 | 50.51% | +0.51% | -2.51% | -18.51% | -4.80% | 05:59 | -01:29 | 04:08 | 05:53 | 07:28 | 15:10 | 03:20 | 02:28 |
 | Maelstrom | 95 | 92.23% | 66.0 | 50.53% | +0.53% | +11.97% | -21.36% | -15.50% | 14:58 | 09:53 | 13:41 | 15:01 | 15:50 | 27:50 | 02:09 | 01:35 |
 | Aghanim's Scepter | 49 | 47.57% | 64.2 | 55.10% | +8.80% | +11.57% | -21.77% | -4.34% | 31:46 | 19:18 | 27:04 | 33:19 | 34:45 | 43:07 | 07:41 | 05:41 |
 | Phase Boots | 90 | 87.38% | 62.3 | 50.00% | -3.85% | +2.17% | -4.55% | -3.25% | 08:55 | 05:00 | 07:52 | 08:53 | 09:56 | 16:31 | 02:04 | 01:31 |
 | Chainmail | 92 | 89.32% | 60.4 | 48.91% | -14.73% | +7.61% | -1.08% | -4.27% | 08:17 | 04:06 | 07:10 | 08:12 | 09:12 | 15:35 | 02:02 | 01:30 |
 | Linken's Sphere | 32 | 31.07% | 58.5 | 56.25% | +8.36% | +6.25% | -6.25% | -2.29% | 30:02 | 21:48 | 26:33 | 29:55 | 32:01 | 41:20 | 05:28 | 04:02 |
 | Boots of Travel 2 | 6 | 5.83% | 56.6 | 83.33% | +34.88% | +16.67% | +16.67% | 0.00% | 55:44 | 46:01 | 50:38 | 50:53 | 1:02:50 | 1:04:28 | 12:12 | 09:02 |
 | Black King Bar | 56 | 54.37% | 54.7 | 46.43% | -8.89% | +25.00% | -3.57% | -3.32% | 28:31 | 19:21 | 22:22 | 25:34 | 30:58 | 1:07:04 | 08:36 | 06:22 |
 | Shiva's Guard | 23 | 22.33% | 52.8 | 52.17% | +2.17% | +14.50% | -18.84% | -3.35% | 35:51 | 26:04 | 28:32 | 36:07 | 38:29 | 50:35 | 09:57 | 07:22 |
 | Boots of Travel | 9 | 8.74% | 50.9 | 66.67% | +17.73% | +33.33% | -16.67% | 0.00% | 31:03 | 14:40 | 19:40 | 32:01 | 36:40 | 40:14 | 17:00 | 12:35 |
 | Aghanim's Blessing | 3 | 2.91% | 49.1 | 100.00% | +51.00% | 0.00% | 0.00% | 0.00% | 53:51 | 48:15 | 48:15 | 56:30 | 56:47 | 56:47 | 08:32 | 06:19 |
 | Refresher Orb | 8 | 7.77% | 47.2 | 62.50% | +13.03% | +37.50% | +37.50% | 0.00% | 48:02 | 37:47 | 42:36 | 45:50 | 54:38 | 57:01 | 12:02 | 08:54 |
 | Void Stone | 17 | 16.50% | 45.3 | 47.06% | -4.10% | +27.94% | +2.94% | -1.08% | 25:42 | 13:29 | 15:44 | 19:13 | 38:48 | 1:02:06 | 23:04 | 17:05 |
 | Desolator | 4 | 3.88% | 43.4 | 75.00% | +25.51% | +25.00% | -75.00% | 0.00% | 26:05 | 13:34 | 13:34 | 23:24 | 24:07 | 43:16 | 10:33 | 07:48 |
 | Manta Style | 7 | 6.80% | 41.5 | 57.14% | +7.14% | +42.86% | -7.14% | 0.00% | 26:21 | 17:16 | 19:54 | 21:13 | 23:02 | 50:38 | 03:08 | 02:19 |
 | Octarine Core | 8 | 7.77% | 39.6 | 50.00% | -0.53% | 0.00% | 0.00% | 0.00% | 32:58 | 23:20 | 23:22 | 25:50 | 40:26 | 43:37 | 17:04 | 12:38 |
 | Blink Dagger | 5 | 4.85% | 37.7 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 27:52 | 18:14 | 18:14 | 27:25 | 32:36 | 36:39 | 14:22 | 10:38 |
 | Eul's Scepter of Divinity | 9 | 8.74% | 35.8 | 44.44% | -6.62% | +55.56% | -44.44% | 0.00% | 19:26 | 15:15 | 18:26 | 19:36 | 20:29 | 21:42 | 02:03 | 01:31 |
 | Daedalus | 3 | 2.91% | 34.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 35:05 | 26:09 | 26:09 | 36:46 | 42:19 | 42:19 | 16:10 | 11:58 |
 | Heaven's Halberd | 3 | 2.91% | 32.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 26:30 | 22:36 | 22:36 | 23:03 | 33:50 | 33:50 | 11:14 | 08:19 |
 | Yasha | 7 | 6.80% | 30.2 | 42.86% | -8.18% | +57.14% | -42.86% | 0.00% | 18:52 | 13:24 | 14:39 | 17:22 | 18:04 | 31:00 | 03:25 | 02:31 |
 | Wind Lace | 13 | 12.62% | 28.3 | 30.77% | -22.56% | -30.77% | +2.56% | 0.00% | 15:59 | -00:37 | 05:05 | 18:54 | 19:09 | 39:06 | 14:04 | 10:25 |
 | Crystalys | 4 | 3.88% | 26.4 | 50.00% | -0.51% | +50.00% | -50.00% | 0.00% | 32:36 | 21:39 | 21:39 | 29:40 | 35:18 | 43:45 | 13:39 | 10:06 |
 | Moon Shard | 1 | 0.97% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.97% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.97% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 |
 | Nullifier | 2 | 1.94% | 18.9 | 50.00% | -0.50% | -50.00% | 0.00% | 0.00% | 36:42 | 30:31 | 30:31 | 42:53 | 42:53 | 42:53 | 12:22 | 09:09 |
 | Scythe of Vyse | 2 | 1.94% | 17.0 | 50.00% | -0.50% | -50.00% | 0.00% | 0.00% | 50:48 | 39:30 | 39:30 | 1:02:06 | 1:02:06 | 1:02:06 | 22:36 | 16:44 |
 | Helm of Iron Will | 2 | 1.94% | 15.1 | 50.00% | -0.50% | -50.00% | 0.00% | 0.00% | 36:34 | 30:27 | 30:27 | 42:40 | 42:40 | 42:40 | 12:13 | 09:02 |
 | Eye of Skadi | 3 | 2.91% | 13.2 | 33.33% | -17.67% | -33.33% | 0.00% | 0.00% | 29:11 | 23:57 | 23:57 | 25:59 | 37:36 | 37:36 | 13:39 | 10:06 |
 | Power Treads | 3 | 2.91% | 11.3 | 33.33% | -17.67% | -33.33% | 0.00% | 0.00% | 08:35 | 06:13 | 06:13 | 09:45 | 09:48 | 09:48 | 03:35 | 02:39 |
 | Wraith Band | 4 | 3.88% | 9.4 | 25.00% | -26.52% | +75.00% | -25.00% | 0.00% | 03:01 | -00:06 | -00:06 | 02:54 | 04:08 | 05:09 | 04:14 | 03:08 |
 | Radiance | 4 | 3.88% | 7.5 | 25.00% | -26.52% | -25.00% | -25.00% | 0.00% | 23:34 | 19:36 | 19:36 | 22:24 | 22:31 | 29:46 | 02:55 | 02:09 |
 | Mjollnir | 1 | 0.97% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Blade Mail | 3 | 2.91% | 3.8 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 15:02 | 12:57 | 12:57 | 15:50 | 16:19 | 16:19 | 03:22 | 02:29 |
 | Overwhelming Blink | 1 | 0.97% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |