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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 | 7 | 5.56% | 100.0 | 100.00% | +48.74% | 0.00% | 0.00% | 0.00% | 36:52 | 20:15 | 21:50 | 35:03 | 38:40 | 1:07:46 | 16:50 | 12:28 |
 | Rod of Atos | 7 | 5.56% | 98.3 | 100.00% | +48.74% | 0.00% | 0.00% | 0.00% | 36:14 | 18:39 | 20:44 | 34:39 | 38:38 | 1:07:35 | 17:54 | 13:15 |
 | Aether Lens | 10 | 7.94% | 96.6 | 90.00% | +39.14% | +10.00% | -40.00% | -3.38% | 35:36 | 20:56 | 28:58 | 32:30 | 43:46 | 49:37 | 14:48 | 10:57 |
 | Sange | 27 | 21.43% | 94.8 | 74.07% | +25.59% | -2.64% | -16.93% | -2.67% | 23:34 | 13:09 | 20:46 | 22:42 | 26:07 | 33:44 | 05:21 | 03:57 |
 | Octarine Core | 9 | 7.14% | 93.1 | 88.89% | +37.61% | +11.11% | -38.89% | 0.00% | 36:46 | 21:01 | 23:31 | 39:09 | 43:56 | 49:37 | 20:25 | 15:07 |
 | Void Stone | 53 | 42.06% | 91.4 | 62.26% | +14.31% | -16.11% | +14.66% | 2.11% | 26:19 | 10:32 | 18:23 | 21:47 | 33:00 | 55:06 | 14:37 | 10:49 |
 | Magic Stick | 123 | 97.62% | 89.7 | 55.28% | +55.28% | -3.67% | +2.78% | 1.56% | 04:56 | -01:29 | 02:41 | 04:50 | 06:49 | 12:33 | 04:08 | 03:03 |
 | Magic Wand | 119 | 94.44% | 87.9 | 55.46% | +26.89% | +7.87% | -2.13% | -2.61% | 06:41 | 01:57 | 04:39 | 06:24 | 08:29 | 20:40 | 03:50 | 02:50 |
 | Crown | 8 | 6.35% | 86.2 | 87.50% | +35.81% | -37.50% | +12.50% | 0.00% | 33:16 | 13:09 | 18:05 | 29:57 | 38:38 | 1:07:35 | 20:33 | 15:13 |
 | Chainmail | 115 | 91.27% | 84.5 | 54.78% | +9.33% | +0.39% | -3.06% | -1.40% | 07:55 | 04:14 | 06:31 | 07:40 | 08:59 | 16:51 | 02:28 | 01:49 |
 | Maelstrom | 89 | 70.63% | 82.8 | 56.18% | +7.53% | +16.55% | -6.18% | -6.14% | 17:06 | 12:12 | 14:35 | 16:16 | 18:17 | 29:50 | 03:42 | 02:44 |
 | Boots of Speed | 126 | 100.00% | 81.0 | 53.97% | +53.97% | -0.84% | +0.87% | 1.41% | 04:15 | -01:29 | 03:37 | 04:10 | 04:50 | 08:55 | 01:13 | 00:54 |
 | Javelin | 90 | 71.43% | 79.3 | 55.56% | +5.56% | +18.35% | -14.65% | -7.39% | 14:19 | 08:33 | 11:13 | 13:16 | 15:41 | 25:41 | 04:28 | 03:18 |
 | Bottle | 123 | 97.62% | 77.6 | 53.66% | -13.01% | +1.18% | -2.05% | -3.23% | 02:01 | 00:15 | 01:32 | 01:43 | 02:03 | 11:13 | 00:31 | 00:22 |
 | Quelling Blade | 123 | 97.62% | 75.9 | 53.66% | -13.01% | +7.63% | -2.05% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Phase Boots | 113 | 89.68% | 74.1 | 53.98% | +0.13% | +13.88% | -11.12% | -11.63% | 08:30 | 05:49 | 07:24 | 08:15 | 09:33 | 12:11 | 02:09 | 01:35 |
 | Aghanim's Scepter | 53 | 42.06% | 72.4 | 58.49% | +7.81% | +10.74% | -12.34% | -3.87% | 31:13 | 19:45 | 28:35 | 31:12 | 34:33 | 43:50 | 05:58 | 04:25 |
 | Wind Lace | 40 | 31.75% | 70.7 | 60.00% | +8.84% | +10.00% | 0.00% | -1.39% | 13:16 | 01:46 | 09:33 | 12:09 | 16:44 | 28:01 | 07:11 | 05:19 |
 | Ring of Health | 23 | 18.25% | 69.0 | 65.22% | +13.76% | -15.22% | +34.78% | 3.40% | 36:25 | 17:20 | 28:33 | 37:19 | 43:15 | 56:14 | 14:42 | 10:53 |
 | Blight Stone | 79 | 62.70% | 67.2 | 53.16% | -2.16% | +16.84% | -8.16% | -4.69% | 06:15 | 01:20 | 02:43 | 05:41 | 08:03 | 28:46 | 05:20 | 03:57 |
 | Black King Bar | 75 | 59.52% | 65.5 | 53.33% | -1.57% | -0.70% | +9.83% | 1.76% | 25:29 | 17:34 | 21:53 | 24:17 | 27:53 | 44:52 | 06:00 | 04:26 |
 | Kaya and Sange | 18 | 14.29% | 63.8 | 66.67% | +14.82% | +13.33% | -41.67% | -10.22% | 26:36 | 18:41 | 23:17 | 26:04 | 28:40 | 35:24 | 05:23 | 03:59 |
 | Orb of Venom | 69 | 54.76% | 62.1 | 52.17% | -3.97% | -5.11% | -16.88% | -2.97% | 08:06 | -01:29 | 06:09 | 07:51 | 10:07 | 20:48 | 03:58 | 02:56 |
 | Orb of Corrosion | 69 | 54.76% | 60.3 | 52.17% | -3.97% | -10.99% | +0.77% | 3.09% | 09:03 | 05:01 | 07:04 | 09:02 | 10:52 | 20:51 | 03:48 | 02:48 |
 | Fluffy Hat | 69 | 54.76% | 58.6 | 52.17% | -3.97% | -10.99% | -5.11% | 1.64% | 08:32 | 03:49 | 06:39 | 08:25 | 10:14 | 20:48 | 03:35 | 02:39 |
 | Kaya | 19 | 15.08% | 56.9 | 63.16% | +10.82% | -3.16% | -43.16% | -7.74% | 25:59 | 18:21 | 22:12 | 24:57 | 27:22 | 41:39 | 05:10 | 03:49 |
 | Blade Mail | 4 | 3.17% | 55.2 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 14:33 | 13:25 | 13:25 | 14:23 | 15:01 | 15:23 | 01:36 | 01:11 |
 | Aghanim's Shard | 26 | 20.63% | 53.4 | 57.69% | +4.69% | -14.83% | -24.36% | -1.56% | 33:37 | 22:22 | 30:18 | 32:19 | 36:24 | 52:00 | 06:06 | 04:31 |
 | Shiva's Guard | 16 | 12.70% | 51.7 | 62.50% | +9.77% | +37.50% | -12.50% | -7.28% | 37:16 | 23:02 | 32:32 | 37:01 | 39:24 | 50:41 | 06:52 | 05:05 |
 | Aghanim's Blessing | 6 | 4.76% | 50.0 | 83.33% | +30.83% | +16.67% | +16.67% | 0.00% | 50:10 | 45:28 | 45:29 | 49:20 | 54:16 | 56:19 | 08:47 | 06:30 |
 | Linken's Sphere | 12 | 9.52% | 48.3 | 66.67% | +14.04% | 0.00% | 0.00% | 0.00% | 31:54 | 22:42 | 25:19 | 29:07 | 34:25 | 53:11 | 09:06 | 06:44 |
 | Refresher Orb | 10 | 7.94% | 46.6 | 70.00% | +17.41% | -36.67% | +30.00% | 6.78% | 47:05 | 37:21 | 41:30 | 46:52 | 51:20 | 56:19 | 09:50 | 07:17 |
 | Eul's Scepter of Divinity | 27 | 21.43% | 44.8 | 51.85% | -2.70% | -8.99% | -23.28% | -2.10% | 19:32 | 12:19 | 15:18 | 19:43 | 22:07 | 28:31 | 06:49 | 05:02 |
 | Heaven's Halberd | 3 | 2.38% | 43.1 | 100.00% | +47.15% | 0.00% | 0.00% | 0.00% | 22:03 | 20:53 | 20:53 | 22:10 | 23:06 | 23:06 | 02:13 | 01:38 |
 | Desolator | 15 | 11.90% | 41.4 | 53.33% | -0.72% | -3.33% | -3.33% | 0.00% | 26:18 | 15:36 | 18:54 | 23:52 | 28:30 | 56:40 | 09:36 | 07:06 |
 | Ring of Protection | 8 | 6.35% | 39.7 | 62.50% | +9.11% | -12.50% | -12.50% | 0.00% | 09:24 | -01:30 | -01:29 | 07:47 | 11:20 | 36:03 | 12:49 | 09:29 |
 | Wraith Band | 23 | 18.25% | 37.9 | 43.48% | -12.83% | +39.85% | -10.15% | -25.21% | 04:12 | 00:33 | 03:16 | 03:40 | 05:15 | 10:35 | 01:59 | 01:28 |
 | Urn of Shadows | 6 | 4.76% | 36.2 | 66.67% | +13.34% | +33.33% | -66.67% | 0.00% | 11:20 | 08:39 | 09:25 | 09:34 | 12:56 | 17:38 | 03:31 | 02:36 |
 | Aeon Disk | 8 | 6.35% | 34.5 | 50.00% | -4.24% | -50.00% | +50.00% | 0.00% | 36:23 | 28:21 | 28:40 | 35:57 | 39:23 | 48:40 | 10:43 | 07:56 |
 | Crystalys | 5 | 3.97% | 32.8 | 60.00% | +6.28% | +40.00% | -60.00% | 0.00% | 21:46 | 10:10 | 10:10 | 14:30 | 35:10 | 37:03 | 25:00 | 18:31 |
 | Power Treads | 9 | 7.14% | 31.0 | 44.44% | -10.26% | +5.56% | +5.56% | 0.00% | 09:18 | 07:34 | 07:54 | 09:38 | 09:46 | 12:23 | 01:52 | 01:22 |
 | Spirit Vessel | 3 | 2.38% | 29.3 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 15:54 | 14:13 | 14:13 | 14:59 | 18:31 | 18:31 | 04:18 | 03:11 |
 | Daedalus | 1 | 0.79% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.79% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.79% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.79% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.79% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Buckler | 1 | 0.79% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.79% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.59% | 15.5 | 50.00% | -4.03% | +50.00% | 0.00% | 0.00% | 05:51 | 04:22 | 04:22 | 07:19 | 07:19 | 07:19 | 02:57 | 02:11 |
 | Yasha | 3 | 2.38% | 13.8 | 33.33% | -21.14% | +66.67% | 0.00% | 0.00% | 19:17 | 14:46 | 14:46 | 14:52 | 28:14 | 28:14 | 13:28 | 09:58 |
 | Manta Style | 3 | 2.38% | 12.1 | 33.33% | -21.14% | -33.33% | 0.00% | 0.00% | 24:01 | 18:50 | 18:50 | 23:24 | 29:48 | 29:48 | 10:58 | 08:07 |
 | Ghost Scepter | 1 | 0.79% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.79% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.79% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:12 | 30:12 | 30:12 | 30:12 | 30:12 | 30:12 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.79% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.79% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.79% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |