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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 | |
 | Overwhelming Blink | 77 | 9.32% | 100.0 | 74.03% | +25.30% | +15.44% | -21.40% | -3.73% | 45:57 | 32:31 | 40:43 | 44:03 | 50:36 | 1:09:38 | 09:53 | 07:19 |
 | Octarine Core | 122 | 14.77% | 98.9 | 65.57% | +16.99% | +11.85% | -8.90% | -2.28% | 39:53 | 20:21 | 35:11 | 39:36 | 44:17 | 1:02:12 | 09:06 | 06:44 |
 | Void Stone | 271 | 32.81% | 97.8 | 61.99% | +16.22% | -3.17% | -7.58% | -0.29% | 31:33 | 05:48 | 23:19 | 31:37 | 38:16 | 1:01:58 | 14:57 | 11:04 |
 | Linken's Sphere | 161 | 19.49% | 96.7 | 62.73% | +14.46% | -0.23% | -5.23% | -0.43% | 30:34 | 14:53 | 24:16 | 30:00 | 35:48 | 1:17:30 | 11:32 | 08:32 |
 | Skull Basher | 438 | 53.03% | 95.6 | 57.76% | +14.20% | +4.06% | -4.55% | -1.04% | 32:31 | 16:29 | 27:50 | 31:29 | 36:05 | 1:06:08 | 08:15 | 06:06 |
 | Boots of Travel | 92 | 11.14% | 94.4 | 64.13% | +14.67% | +1.09% | -7.61% | -0.86% | 40:34 | 24:16 | 35:15 | 39:40 | 45:21 | 1:01:24 | 10:06 | 07:28 |
 | Aether Lens | 58 | 7.02% | 93.3 | 67.24% | +17.37% | +12.76% | +11.33% | -0.22% | 41:13 | 29:51 | 37:07 | 39:41 | 43:43 | 1:02:12 | 06:36 | 04:53 |
 | Shiva's Guard | 57 | 6.90% | 92.2 | 66.67% | +16.74% | +19.04% | -9.53% | -3.33% | 37:20 | 22:25 | 31:15 | 35:49 | 39:50 | 1:06:20 | 08:35 | 06:21 |
 | Ring of Health | 241 | 29.18% | 91.1 | 57.68% | +9.30% | -12.68% | -6.01% | 0.34% | 29:29 | 01:39 | 20:25 | 29:20 | 40:16 | 1:14:08 | 19:51 | 14:42 |
 | Blink Dagger | 697 | 84.38% | 90.0 | 54.23% | +20.12% | +6.69% | -5.95% | -1.65% | 22:35 | 12:27 | 17:57 | 21:06 | 25:37 | 1:06:18 | 07:40 | 05:40 |
 | Cornucopia | 99 | 11.99% | 88.9 | 61.62% | +11.96% | +2.38% | -5.62% | -0.60% | 29:01 | 13:14 | 21:54 | 28:48 | 35:17 | 1:03:18 | 13:23 | 09:54 |
 | Bottle | 721 | 87.29% | 87.8 | 52.57% | +11.62% | +1.87% | -3.68% | -5.55% | 01:48 | 00:09 | 01:22 | 01:35 | 01:49 | 54:00 | 00:27 | 00:20 |
 | Magic Wand | 767 | 92.86% | 86.7 | 52.28% | +16.69% | -1.24% | +0.32% | 0.37% | 06:41 | -01:29 | 04:23 | 05:38 | 08:38 | 24:23 | 04:15 | 03:08 |
 | Magic Stick | 784 | 94.92% | 85.6 | 52.04% | +18.71% | +0.51% | 0.00% | -0.19% | 03:58 | -01:29 | 02:17 | 03:10 | 05:02 | 18:45 | 02:45 | 02:02 |
 | Aghanim's Scepter | 476 | 57.63% | 84.4 | 53.15% | +4.86% | +10.72% | -1.05% | -1.53% | 27:07 | 16:28 | 22:38 | 26:13 | 30:20 | 56:04 | 07:42 | 05:42 |
 | Diffusal Blade | 767 | 92.86% | 83.3 | 51.76% | +9.39% | +8.14% | -14.26% | -10.75% | 13:49 | 09:29 | 12:43 | 13:40 | 14:48 | 53:58 | 02:05 | 01:32 |
 | Blight Stone | 758 | 91.77% | 82.2 | 51.72% | +7.60% | +6.17% | +1.72% | -3.00% | 03:42 | -01:28 | 02:32 | 03:04 | 04:01 | 14:28 | 01:29 | 01:05 |
 | Quelling Blade | 511 | 61.86% | 81.1 | 52.45% | +3.56% | -2.45% | +6.14% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 36:33 | 00:00 | 00:00 |
 | Orb of Corrosion | 628 | 76.03% | 80.0 | 51.75% | +2.76% | +1.12% | -5.25% | -1.65% | 07:40 | 03:07 | 05:20 | 06:36 | 09:12 | 25:02 | 03:52 | 02:51 |
 | Boots of Speed | 824 | 99.76% | 78.9 | 51.09% | +1.09% | +4.74% | -4.97% | -4.70% | 05:34 | -01:29 | 04:32 | 05:38 | 06:36 | 53:58 | 02:04 | 01:31 |
 | Fluffy Hat | 645 | 78.09% | 77.8 | 51.63% | +2.46% | -1.94% | -8.15% | -1.58% | 07:17 | -01:29 | 04:43 | 05:46 | 08:39 | 35:46 | 03:56 | 02:54 |
 | Orb of Venom | 633 | 76.63% | 76.7 | 51.66% | +2.44% | -4.19% | -6.72% | -0.67% | 06:51 | 01:25 | 04:35 | 05:43 | 08:22 | 25:02 | 03:47 | 02:48 |
 | Abyssal Blade | 80 | 9.69% | 75.6 | 60.00% | +9.87% | +10.00% | -10.00% | -1.48% | 46:10 | 29:16 | 38:05 | 44:59 | 51:37 | 1:14:14 | 13:32 | 10:01 |
 | Heaven's Halberd | 45 | 5.45% | 74.4 | 64.44% | +14.12% | +26.47% | -9.89% | -4.58% | 27:02 | 16:55 | 21:58 | 26:58 | 29:54 | 43:41 | 07:56 | 05:52 |
 | Arcane Boots | 632 | 76.51% | 73.3 | 50.63% | -1.95% | +5.70% | -4.43% | -4.50% | 08:50 | 03:35 | 07:10 | 08:15 | 09:25 | 40:16 | 02:15 | 01:40 |
 | Power Treads | 120 | 14.53% | 72.2 | 56.67% | +6.53% | +10.00% | -16.67% | -4.53% | 12:30 | 06:07 | 09:05 | 11:35 | 14:58 | 48:07 | 05:53 | 04:21 |
 | Aghanim's Shard | 510 | 61.74% | 71.1 | 50.78% | -0.80% | +8.60% | -10.62% | -2.14% | 23:53 | 15:00 | 18:12 | 22:16 | 27:11 | 1:05:05 | 08:59 | 06:39 |
 | Sange | 47 | 5.69% | 70.0 | 61.70% | +11.25% | +29.97% | -11.70% | -5.25% | 25:04 | 14:51 | 20:11 | 24:04 | 28:07 | 43:15 | 07:56 | 05:52 |
 | Lotus Orb | 71 | 8.60% | 68.9 | 57.75% | +7.29% | -13.31% | -2.19% | 1.35% | 25:59 | 16:04 | 21:07 | 24:01 | 29:20 | 54:54 | 08:13 | 06:05 |
 | Black King Bar | 74 | 8.96% | 67.8 | 56.76% | +6.23% | +22.19% | -12.32% | -2.42% | 30:42 | 18:13 | 22:53 | 27:41 | 37:07 | 52:20 | 14:14 | 10:32 |
 | Vanguard | 95 | 11.50% | 66.7 | 54.74% | +4.12% | -8.91% | +7.76% | 1.07% | 37:42 | 04:20 | 32:23 | 42:14 | 47:58 | 1:14:08 | 15:35 | 11:32 |
 | Ring of Protection | 66 | 7.99% | 65.6 | 54.55% | +3.76% | +4.27% | +7.95% | 0.38% | 17:20 | -01:30 | 12:38 | 17:21 | 22:16 | 50:43 | 09:38 | 07:08 |
 | Bracer | 77 | 9.32% | 64.4 | 53.25% | +2.38% | -5.88% | +9.91% | 4.58% | 05:11 | 00:25 | 03:27 | 04:35 | 06:54 | 15:52 | 03:27 | 02:33 |
 | Boots of Travel 2 | 33 | 4.00% | 63.3 | 60.61% | +9.92% | +26.89% | -10.61% | 0.00% | 54:19 | 39:30 | 45:44 | 52:09 | 59:49 | 1:14:40 | 14:05 | 10:25 |
 | Aeon Disk | 83 | 10.05% | 62.2 | 51.81% | +0.80% | +24.38% | -18.48% | -3.62% | 39:47 | 23:29 | 33:10 | 39:12 | 45:00 | 1:07:32 | 11:50 | 08:45 |
 | Buckler | 57 | 6.90% | 61.1 | 54.39% | +3.54% | +9.90% | +2.75% | -0.81% | 20:35 | 07:51 | 14:31 | 18:51 | 23:19 | 50:43 | 08:48 | 06:31 |
 | Assault Cuirass | 5 | 0.61% | 60.0 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 36:54 | 25:34 | 25:34 | 38:22 | 41:03 | 43:35 | 15:29 | 11:28 |
 | Aghanim's Blessing | 40 | 4.84% | 58.9 | 55.00% | +4.11% | +15.00% | -15.00% | -2.10% | 52:01 | 37:21 | 44:53 | 50:21 | 59:09 | 1:09:42 | 14:16 | 10:34 |
 | Chainmail | 58 | 7.02% | 57.8 | 50.00% | -1.17% | -3.33% | +7.14% | 1.54% | 15:12 | 06:48 | 10:51 | 13:39 | 17:40 | 50:43 | 06:49 | 05:02 |
 | Wraith Band | 42 | 5.08% | 56.7 | 52.38% | +1.36% | -6.93% | +7.62% | 8.48% | 03:06 | -01:29 | 01:46 | 02:29 | 03:29 | 15:51 | 01:43 | 01:16 |
 | Gleipnir | 17 | 2.06% | 55.6 | 64.71% | +13.91% | +35.29% | -14.71% | 0.00% | 48:24 | 30:38 | 39:42 | 49:18 | 53:18 | 1:15:49 | 13:36 | 10:04 |
 | Guardian Greaves | 50 | 6.05% | 54.4 | 50.00% | -1.16% | +3.85% | -16.67% | -3.17% | 21:15 | 13:30 | 16:58 | 18:48 | 23:26 | 48:52 | 06:28 | 04:47 |
 | Mekansm | 55 | 6.66% | 53.3 | 49.09% | -2.14% | +22.34% | +0.91% | -3.84% | 16:04 | 09:53 | 12:13 | 14:21 | 17:48 | 50:43 | 05:35 | 04:08 |
 | Eye of Skadi | 9 | 1.09% | 52.2 | 77.78% | +26.98% | +22.22% | +22.22% | 0.00% | 38:10 | 29:36 | 29:51 | 41:21 | 41:57 | 46:00 | 12:06 | 08:57 |
 | Headdress | 59 | 7.14% | 51.1 | 47.46% | -3.91% | -0.79% | -7.46% | -0.83% | 13:54 | 01:34 | 08:57 | 13:39 | 16:59 | 50:43 | 08:02 | 05:57 |
 | Eul's Scepter of Divinity | 21 | 2.54% | 50.0 | 57.14% | +6.21% | -17.14% | +2.86% | 0.00% | 31:23 | 16:39 | 18:58 | 31:18 | 37:37 | 1:09:38 | 18:39 | 13:48 |
 | Yasha | 50 | 6.05% | 48.9 | 46.00% | -5.42% | +15.54% | -21.00% | -7.28% | 20:40 | 15:25 | 17:16 | 19:02 | 22:17 | 37:23 | 05:01 | 03:42 |
 | Manta Style | 50 | 6.05% | 47.8 | 46.00% | -5.42% | +30.92% | -21.00% | -11.21% | 24:03 | 18:43 | 21:04 | 22:30 | 25:42 | 42:25 | 04:38 | 03:25 |
 | Desolator | 4 | 0.48% | 46.7 | 100.00% | +49.15% | 0.00% | 0.00% | 0.00% | 41:16 | 34:30 | 34:30 | 34:37 | 41:55 | 54:00 | 07:25 | 05:29 |
 | Morbid Mask | 12 | 1.45% | 45.6 | 66.67% | +15.81% | -33.34% | -33.34% | 0.00% | 23:55 | 13:09 | 15:17 | 23:32 | 27:49 | 37:52 | 12:32 | 09:17 |
 | Javelin | 64 | 7.75% | 44.4 | 43.75% | -7.96% | +12.50% | +12.50% | 0.00% | 36:49 | 08:26 | 27:53 | 36:11 | 45:35 | 1:13:29 | 17:42 | 13:06 |
 | Maelstrom | 59 | 7.14% | 43.3 | 44.07% | -7.56% | +9.26% | +2.60% | -0.36% | 37:59 | 11:25 | 28:33 | 36:46 | 46:56 | 1:13:29 | 18:23 | 13:37 |
 | Wind Lace | 22 | 2.66% | 42.2 | 54.55% | +3.55% | -4.55% | +5.45% | 0.00% | 27:29 | 02:03 | 16:11 | 22:07 | 37:23 | 1:07:35 | 21:12 | 15:42 |
 | Crown | 15 | 1.82% | 41.1 | 60.00% | +9.08% | +15.00% | -10.00% | 0.00% | 47:04 | 07:03 | 43:00 | 48:15 | 53:07 | 1:14:53 | 10:07 | 07:29 |
 | Rod of Atos | 15 | 1.82% | 40.0 | 53.33% | +2.28% | -3.33% | -3.33% | 0.00% | 50:25 | 37:24 | 43:25 | 51:09 | 53:11 | 1:15:49 | 09:46 | 07:14 |
 | Wind Waker | 5 | 0.61% | 38.9 | 80.00% | +29.09% | +20.00% | +20.00% | 0.00% | 52:34 | 37:37 | 37:37 | 51:38 | 58:57 | 1:09:38 | 21:20 | 15:48 |
 | Vladmir's Offering | 5 | 0.61% | 37.8 | 80.00% | +29.09% | +20.00% | -80.00% | 0.00% | 27:06 | 23:11 | 23:11 | 27:49 | 28:36 | 30:00 | 05:25 | 04:00 |
 | Satanic | 5 | 0.61% | 36.7 | 80.00% | +29.09% | +20.00% | +20.00% | 0.00% | 24:44 | 18:46 | 18:46 | 22:15 | 30:25 | 32:05 | 11:39 | 08:37 |
 | Disperser | 11 | 1.33% | 35.6 | 54.55% | +3.51% | -21.22% | +45.45% | 0.00% | 51:22 | 43:40 | 47:57 | 50:44 | 53:50 | 1:02:24 | 05:53 | 04:21 |
 | Ring of Basilius | 6 | 0.73% | 34.4 | 66.67% | +15.69% | -16.67% | -66.67% | 0.00% | 22:00 | 02:02 | 21:33 | 24:44 | 27:48 | 30:00 | 06:15 | 04:37 |
 | Force Staff | 21 | 2.54% | 33.3 | 38.10% | -13.33% | +1.90% | +1.90% | 0.00% | 29:54 | 17:59 | 24:41 | 31:02 | 33:08 | 41:26 | 08:27 | 06:15 |
 | Pipe of Insight | 7 | 0.85% | 32.2 | 57.14% | +6.10% | -7.14% | +42.86% | 0.00% | 24:34 | 16:15 | 19:45 | 24:31 | 27:46 | 32:49 | 08:01 | 05:56 |
 | Mjollnir | 7 | 0.85% | 31.1 | 57.14% | +6.10% | +42.86% | -7.14% | 0.00% | 50:34 | 25:30 | 37:06 | 49:52 | 1:05:28 | 1:10:14 | 28:22 | 21:00 |
 | Ghost Scepter | 2 | 0.24% | 30.0 | 100.00% | +49.03% | 0.00% | 0.00% | 0.00% | 34:45 | 28:04 | 28:04 | 41:25 | 41:25 | 41:25 | 13:21 | 09:53 |
 | Arcane Blink | 2 | 0.24% | 28.9 | 100.00% | +49.03% | 0.00% | 0.00% | 0.00% | 51:08 | 41:25 | 41:25 | 60:50 | 60:50 | 60:50 | 19:25 | 14:22 |
 | Blade Mail | 2 | 0.24% | 27.8 | 100.00% | +49.03% | 0.00% | 0.00% | 0.00% | 19:36 | 16:38 | 16:38 | 22:34 | 22:34 | 22:34 | 05:56 | 04:23 |
 | Refresher Orb | 5 | 0.61% | 26.7 | 60.00% | +8.96% | +40.00% | +40.00% | 0.00% | 50:08 | 35:29 | 35:29 | 48:15 | 59:29 | 1:03:36 | 24:00 | 17:46 |
 | Monkey King Bar | 10 | 1.21% | 25.6 | 40.00% | -11.23% | -6.67% | +10.00% | 0.00% | 46:11 | 30:57 | 36:17 | 45:59 | 53:23 | 1:04:03 | 17:06 | 12:40 |
 | Nullifier | 6 | 0.73% | 24.4 | 50.00% | -1.10% | +50.00% | -50.00% | 0.00% | 36:34 | 23:24 | 34:51 | 37:04 | 40:28 | 45:49 | 05:37 | 04:09 |
 | Orchid Malevolence | 6 | 0.73% | 23.3 | 50.00% | -1.10% | +50.00% | -50.00% | 0.00% | 34:01 | 18:31 | 31:38 | 36:01 | 37:45 | 43:59 | 06:07 | 04:31 |
 | Spirit Vessel | 3 | 0.36% | 22.2 | 66.67% | +15.64% | -66.67% | 0.00% | 0.00% | 14:18 | 12:28 | 12:28 | 14:56 | 15:30 | 15:30 | 03:02 | 02:14 |
 | Urn of Shadows | 4 | 0.48% | 21.1 | 50.00% | -1.09% | -50.00% | -50.00% | 0.00% | 07:16 | 04:42 | 04:42 | 06:23 | 07:13 | 10:44 | 02:31 | 01:51 |
 | Hood of Defiance | 4 | 0.48% | 20.0 | 50.00% | -1.09% | -50.00% | +50.00% | 0.00% | 22:26 | 11:39 | 11:39 | 20:23 | 24:53 | 32:49 | 13:14 | 09:48 |
 | Mage Slayer | 9 | 1.09% | 18.9 | 33.33% | -17.96% | +16.67% | +16.67% | 0.00% | 26:34 | 17:12 | 17:58 | 28:02 | 35:25 | 37:42 | 17:27 | 12:55 |
 | Sange and Yasha | 1 | 0.12% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.12% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.12% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.12% | 14.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:21:11 | 1:21:11 | 1:21:11 | 1:21:11 | 1:21:11 | 1:21:11 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.12% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 00:00 | 00:00 |
 | Bloodthorn | 5 | 0.61% | 12.2 | 40.00% | -11.16% | +60.00% | -40.00% | 0.00% | 37:32 | 28:49 | 28:49 | 38:22 | 40:10 | 44:08 | 11:21 | 08:24 |
 | Scythe of Vyse | 11 | 1.33% | 11.1 | 27.27% | -24.14% | +39.40% | -27.27% | 0.00% | 41:52 | 31:55 | 37:32 | 39:28 | 46:44 | 55:10 | 09:12 | 06:48 |
 | Helm of Iron Will | 12 | 1.45% | 10.0 | 25.00% | -26.47% | -25.00% | +8.33% | 0.00% | 28:05 | 10:40 | 12:01 | 22:35 | 37:43 | 50:51 | 25:42 | 19:02 |
 | Heart of Tarrasque | 2 | 0.24% | 8.9 | 50.00% | -1.09% | +50.00% | 0.00% | 0.00% | 35:55 | 32:01 | 32:01 | 39:48 | 39:48 | 39:48 | 07:47 | 05:45 |
 | Harpoon | 2 | 0.24% | 7.8 | 50.00% | -1.09% | +50.00% | 0.00% | 0.00% | 31:29 | 29:03 | 29:03 | 33:55 | 33:55 | 33:55 | 04:52 | 03:36 |
 | Echo Sabre | 2 | 0.24% | 6.7 | 50.00% | -1.09% | +50.00% | 0.00% | 0.00% | 30:10 | 27:07 | 27:07 | 33:12 | 33:12 | 33:12 | 06:05 | 04:30 |
 | Diadem | 2 | 0.24% | 5.6 | 50.00% | -1.09% | +50.00% | 0.00% | 0.00% | 30:45 | 28:18 | 28:18 | 33:12 | 33:12 | 33:12 | 04:54 | 03:37 |
 | Pavise | 2 | 0.24% | 4.4 | 50.00% | -1.09% | +50.00% | 0.00% | 0.00% | 10:49 | 09:40 | 09:40 | 11:57 | 11:57 | 11:57 | 02:17 | 01:41 |
 | Dagon | 1 | 0.12% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.12% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Crimson Guard | 5 | 0.61% | 1.1 | 0.00% | -51.40% | 0.00% | 0.00% | 0.00% | 17:03 | 13:33 | 13:33 | 15:22 | 20:52 | 21:25 | 07:19 | 05:25 |