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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 | |
 | Aghanim's Shard | 39 | 39.80% | 100.0 | 66.67% | +27.69% | -6.67% | -16.67% | -0.99% | 30:58 | 21:38 | 25:14 | 30:35 | 35:20 | 41:37 | 10:06 | 07:28 |
 | Void Stone | 36 | 36.73% | 98.2 | 66.67% | +26.35% | +11.11% | -11.11% | -1.45% | 28:44 | 14:28 | 19:49 | 27:04 | 35:08 | 58:00 | 15:19 | 11:20 |
 | Ring of Health | 31 | 31.63% | 96.5 | 67.74% | +25.95% | -5.24% | -5.24% | 0.00% | 30:03 | 17:35 | 20:55 | 29:30 | 33:06 | 58:00 | 12:11 | 09:01 |
 | Aghanim's Scepter | 47 | 47.96% | 94.7 | 61.70% | +22.48% | +21.63% | +4.97% | -2.30% | 31:52 | 21:11 | 27:47 | 31:48 | 35:01 | 49:32 | 07:14 | 05:21 |
 | Linken's Sphere | 22 | 22.45% | 93.0 | 68.18% | +23.44% | -1.51% | +11.82% | 1.71% | 27:40 | 21:27 | 24:01 | 26:58 | 31:48 | 35:42 | 07:47 | 05:45 |
 | Boots of Speed | 98 | 100.00% | 91.2 | 50.00% | +50.00% | -6.00% | -8.33% | -1.19% | 04:46 | 01:22 | 03:47 | 04:39 | 05:44 | 07:49 | 01:57 | 01:26 |
 | Quelling Blade | 96 | 97.96% | 89.5 | 50.00% | 0.00% | +4.17% | +12.50% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 05:03 | 00:00 | 00:00 |
 | Phase Boots | 86 | 87.76% | 87.7 | 50.00% | 0.00% | +18.18% | -7.14% | -11.17% | 08:56 | 05:09 | 07:32 | 08:37 | 09:48 | 16:42 | 02:16 | 01:40 |
 | Chainmail | 86 | 87.76% | 86.0 | 50.00% | 0.00% | +9.09% | -7.14% | -6.41% | 08:10 | 01:59 | 06:55 | 07:46 | 09:27 | 16:04 | 02:32 | 01:52 |
 | Bottle | 93 | 94.90% | 84.2 | 49.46% | -10.54% | +20.11% | -5.98% | -26.09% | 01:52 | 00:10 | 01:17 | 01:29 | 01:40 | 11:38 | 00:23 | 00:17 |
 | Magic Wand | 96 | 97.96% | 82.5 | 48.96% | -51.04% | +5.21% | -7.29% | -2.48% | 06:36 | -01:29 | 03:48 | 05:36 | 08:50 | 23:48 | 05:02 | 03:43 |
 | Blight Stone | 89 | 90.82% | 80.7 | 49.44% | -6.12% | +9.65% | +0.56% | -6.13% | 03:30 | -01:24 | 02:25 | 02:53 | 03:54 | 11:38 | 01:29 | 01:05 |
 | Black King Bar | 71 | 72.45% | 78.9 | 50.70% | +2.55% | +4.86% | -6.26% | -2.25% | 21:29 | 15:18 | 18:29 | 20:43 | 23:25 | 37:08 | 04:56 | 03:39 |
 | Javelin | 69 | 70.41% | 77.2 | 50.72% | +2.44% | +19.87% | -15.43% | -9.85% | 13:41 | 06:19 | 10:38 | 11:48 | 14:13 | 29:01 | 03:35 | 02:39 |
 | Maelstrom | 68 | 69.39% | 75.4 | 50.00% | 0.00% | +32.35% | -14.71% | -13.01% | 17:00 | 11:38 | 14:01 | 15:43 | 17:38 | 29:06 | 03:37 | 02:40 |
 | Magic Stick | 94 | 95.92% | 73.7 | 47.87% | -52.13% | +6.30% | -4.39% | -3.80% | 03:30 | -01:29 | 01:55 | 02:42 | 04:44 | 17:24 | 02:49 | 02:05 |
 | Refresher Orb | 12 | 12.24% | 71.9 | 66.67% | +19.00% | 0.00% | -33.34% | -9.62% | 42:37 | 30:04 | 41:00 | 42:48 | 44:28 | 58:01 | 03:28 | 02:34 |
 | Sange | 21 | 21.43% | 70.2 | 57.14% | +9.09% | +22.86% | +2.86% | -2.64% | 28:01 | 19:28 | 22:53 | 27:34 | 30:27 | 48:57 | 07:34 | 05:36 |
 | Kaya | 27 | 27.55% | 68.4 | 51.85% | +2.55% | -8.99% | +5.29% | 1.97% | 27:56 | 17:47 | 23:39 | 27:02 | 30:54 | 49:57 | 07:15 | 05:22 |
 | Kaya and Sange | 20 | 20.41% | 66.7 | 55.00% | +6.28% | +25.00% | -15.00% | -6.15% | 30:19 | 20:16 | 25:23 | 30:12 | 31:53 | 50:07 | 06:30 | 04:48 |
 | Fluffy Hat | 70 | 71.43% | 64.9 | 42.86% | -25.00% | +7.14% | -13.45% | -5.42% | 08:16 | 03:22 | 05:48 | 06:43 | 09:36 | 30:30 | 03:48 | 02:48 |
 | Shiva's Guard | 11 | 11.22% | 63.2 | 63.64% | +15.36% | +3.03% | +3.03% | 0.00% | 34:51 | 27:49 | 29:27 | 33:16 | 39:23 | 43:23 | 09:56 | 07:21 |
 | Orb of Corrosion | 69 | 70.41% | 61.4 | 42.03% | -26.94% | +5.03% | -24.38% | -7.95% | 08:27 | 03:53 | 06:14 | 07:19 | 09:56 | 23:52 | 03:42 | 02:44 |
 | Orb of Venom | 69 | 70.41% | 59.6 | 42.03% | -26.94% | +5.03% | -12.62% | -4.84% | 07:42 | 03:22 | 05:34 | 06:35 | 09:13 | 23:23 | 03:39 | 02:42 |
 | Desolator | 6 | 6.12% | 57.9 | 66.67% | +17.76% | +33.33% | +33.33% | 0.00% | 30:59 | 17:13 | 17:47 | 24:09 | 38:19 | 54:50 | 20:32 | 15:12 |
 | Rod of Atos | 4 | 4.08% | 56.1 | 75.00% | +26.06% | +25.00% | -75.00% | 0.00% | 44:50 | 29:52 | 29:52 | 42:47 | 50:42 | 55:59 | 20:50 | 15:25 |
 | Gleipnir | 4 | 4.08% | 54.4 | 75.00% | +26.06% | +25.00% | -75.00% | 0.00% | 45:24 | 31:33 | 31:33 | 43:15 | 50:44 | 56:02 | 19:11 | 14:12 |
 | Orchid Malevolence | 2 | 2.04% | 52.6 | 100.00% | +51.04% | 0.00% | 0.00% | 0.00% | 20:04 | 17:20 | 17:20 | 22:48 | 22:48 | 22:48 | 05:28 | 04:02 |
 | Spirit Vessel | 2 | 2.04% | 50.9 | 100.00% | +51.04% | 0.00% | 0.00% | 0.00% | 15:59 | 13:16 | 13:16 | 18:41 | 18:41 | 18:41 | 05:25 | 04:00 |
 | Wraith Band | 2 | 2.04% | 49.1 | 100.00% | +51.04% | 0.00% | 0.00% | 0.00% | 03:52 | 03:39 | 03:39 | 04:04 | 04:04 | 04:04 | 00:25 | 00:18 |
 | Urn of Shadows | 2 | 2.04% | 47.4 | 100.00% | +51.04% | 0.00% | 0.00% | 0.00% | 06:54 | 06:02 | 06:02 | 07:45 | 07:45 | 07:45 | 01:43 | 01:16 |
 | Wind Lace | 10 | 10.20% | 45.6 | 50.00% | 0.00% | -16.67% | -50.00% | -2.34% | 18:19 | 05:36 | 09:21 | 12:10 | 23:37 | 54:28 | 14:16 | 10:34 |
 | Crown | 5 | 5.10% | 43.9 | 60.00% | +10.54% | -60.00% | -60.00% | 0.00% | 39:11 | 16:34 | 16:34 | 42:47 | 50:42 | 55:59 | 34:08 | 25:17 |
 | Eul's Scepter of Divinity | 5 | 5.10% | 42.1 | 60.00% | +10.54% | +40.00% | -60.00% | 0.00% | 30:36 | 17:54 | 17:54 | 26:31 | 31:36 | 58:57 | 13:42 | 10:08 |
 | Aghanim's Blessing | 5 | 5.10% | 40.4 | 60.00% | +10.54% | +40.00% | -60.00% | 0.00% | 45:48 | 36:16 | 36:16 | 46:38 | 49:32 | 51:35 | 13:16 | 09:49 |
 | Blink Dagger | 13 | 13.27% | 38.6 | 38.46% | -13.30% | -5.13% | -5.13% | 0.00% | 27:28 | 21:20 | 23:20 | 27:07 | 29:08 | 37:42 | 05:48 | 04:17 |
 | Ring of Basilius | 3 | 3.06% | 36.8 | 66.67% | +17.20% | +33.33% | 0.00% | 0.00% | 13:28 | 05:19 | 05:19 | 16:21 | 18:44 | 18:44 | 13:25 | 09:56 |
 | Ring of Protection | 3 | 3.06% | 35.1 | 66.67% | +17.20% | +33.33% | 0.00% | 0.00% | 09:11 | 04:41 | 04:41 | 07:45 | 15:08 | 15:08 | 10:27 | 07:44 |
 | Eye of Skadi | 3 | 3.06% | 33.3 | 66.67% | +17.20% | -66.67% | 0.00% | 0.00% | 41:20 | 30:38 | 30:38 | 32:53 | 60:30 | 60:30 | 29:52 | 22:07 |
 | Null Talisman | 3 | 3.06% | 31.6 | 66.67% | +17.20% | +33.33% | 0.00% | 0.00% | 10:18 | 01:59 | 01:59 | 04:34 | 24:21 | 24:21 | 22:22 | 16:34 |
 | Scythe of Vyse | 4 | 4.08% | 29.8 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 44:30 | 40:19 | 40:19 | 41:59 | 44:20 | 51:20 | 04:01 | 02:58 |
 | Skull Basher | 1 | 1.02% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.02% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.02% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.02% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.02% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.02% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.02% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.04% | 15.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:14 | 26:43 | 26:43 | 33:44 | 33:44 | 33:44 | 07:01 | 05:11 |
 | Ethereal Blade | 2 | 2.04% | 14.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:38 | 27:27 | 27:27 | 33:48 | 33:48 | 33:48 | 06:21 | 04:42 |
 | Daedalus | 2 | 2.04% | 12.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 33:31 | 32:01 | 32:01 | 35:01 | 35:01 | 35:01 | 03:00 | 02:13 |
 | Mjollnir | 2 | 2.04% | 10.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 31:45 | 31:06 | 31:06 | 32:23 | 32:23 | 32:23 | 01:17 | 00:57 |
 | Power Treads | 3 | 3.06% | 8.8 | 33.33% | -17.20% | -33.33% | 0.00% | 0.00% | 09:36 | 08:54 | 08:54 | 09:33 | 10:21 | 10:21 | 01:27 | 01:04 |
 | Crystalys | 3 | 3.06% | 7.0 | 33.33% | -17.20% | +66.67% | 0.00% | 0.00% | 32:29 | 28:16 | 28:16 | 33:13 | 35:59 | 35:59 | 07:43 | 05:42 |
 | Wind Waker | 3 | 3.06% | 5.3 | 33.33% | -17.20% | +66.67% | 0.00% | 0.00% | 46:03 | 37:02 | 37:02 | 42:11 | 58:57 | 58:57 | 21:55 | 16:14 |
 | Glimmer Cape | 1 | 1.02% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.02% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 00:00 | 00:00 |