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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 | 94 | 13.62% | 100.0 | 85.11% | +41.15% | +10.72% | -15.54% | -1.99% | 44:13 | 29:30 | 36:58 | 41:45 | 50:08 | 1:16:27 | 13:10 | 09:45 |
 | Boots of Travel 2 | 102 | 14.78% | 98.9 | 77.45% | +32.72% | +14.86% | -9.45% | -1.69% | 47:42 | 25:02 | 40:17 | 45:25 | 54:41 | 1:27:09 | 14:24 | 10:40 |
 | Aghanim's Blessing | 53 | 7.68% | 97.8 | 75.47% | +28.06% | +16.84% | -13.93% | -2.66% | 47:25 | 32:49 | 41:23 | 46:59 | 52:57 | 1:07:10 | 11:34 | 08:34 |
 | Boots of Bearing | 23 | 3.33% | 96.7 | 82.61% | +34.18% | -15.94% | +0.72% | 1.78% | 25:38 | 13:17 | 21:29 | 24:22 | 30:52 | 35:46 | 09:23 | 06:57 |
 | Shiva's Guard | 184 | 26.67% | 95.6 | 64.13% | +19.86% | -1.09% | +3.26% | 0.68% | 32:49 | 19:55 | 29:22 | 32:04 | 35:45 | 48:17 | 06:23 | 04:43 |
 | Refresher Orb | 141 | 20.43% | 94.4 | 65.25% | +19.71% | +3.32% | -2.39% | -0.50% | 43:22 | 28:46 | 36:31 | 40:51 | 48:01 | 1:10:31 | 11:30 | 08:31 |
 | Octarine Core | 382 | 55.36% | 93.3 | 60.73% | +25.02% | +1.77% | -3.89% | -0.44% | 24:52 | 09:59 | 17:13 | 25:17 | 30:03 | 60:59 | 12:50 | 09:30 |
 | Cornucopia | 82 | 11.88% | 92.2 | 67.07% | +19.87% | +9.12% | +2.93% | -0.46% | 43:07 | 26:40 | 35:18 | 40:26 | 48:41 | 1:10:30 | 13:23 | 09:54 |
 | Boots of Travel | 220 | 31.88% | 91.1 | 60.00% | +15.32% | +9.09% | -9.09% | -2.05% | 36:21 | 14:31 | 31:15 | 35:20 | 40:07 | 60:29 | 08:52 | 06:34 |
 | Void Stone | 446 | 64.64% | 90.0 | 56.95% | +20.88% | -0.70% | -5.60% | -0.43% | 22:07 | 03:19 | 15:27 | 22:12 | 26:44 | 60:57 | 11:17 | 08:21 |
 | Moon Shard | 8 | 1.16% | 88.9 | 100.00% | +51.03% | 0.00% | 0.00% | 0.00% | 1:02:18 | 48:11 | 52:21 | 58:43 | 1:09:12 | 1:15:47 | 16:51 | 12:28 |
 | Tranquil Boots | 38 | 5.51% | 87.8 | 71.05% | +22.74% | +8.95% | +6.73% | -0.28% | 10:41 | 03:47 | 05:57 | 07:21 | 13:57 | 30:30 | 08:00 | 05:55 |
 | Aghanim's Shard | 332 | 48.12% | 86.7 | 56.02% | +12.44% | -1.80% | -0.60% | 0.16% | 30:18 | 18:04 | 25:25 | 29:01 | 32:52 | 1:07:24 | 07:27 | 05:31 |
 | Buckler | 127 | 18.41% | 85.6 | 59.06% | +11.64% | +9.69% | -5.93% | -2.57% | 17:47 | 00:09 | 13:02 | 16:11 | 19:06 | 1:18:48 | 06:04 | 04:29 |
 | Guardian Greaves | 118 | 17.10% | 84.4 | 58.47% | +10.74% | +11.53% | -13.64% | -5.08% | 18:18 | 10:22 | 15:22 | 17:54 | 20:19 | 34:18 | 04:57 | 03:40 |
 | Ring of Health | 505 | 73.19% | 83.3 | 52.87% | +12.33% | +1.89% | +7.45% | 1.80% | 08:12 | 00:13 | 02:37 | 03:16 | 05:42 | 1:04:12 | 03:05 | 02:17 |
 | Wind Lace | 305 | 44.20% | 82.2 | 54.10% | +8.13% | +1.16% | -9.36% | -1.26% | 08:26 | -01:29 | 03:43 | 07:16 | 12:02 | 1:04:16 | 08:19 | 06:09 |
 | Blink Dagger | 644 | 93.33% | 81.1 | 51.86% | +34.47% | +12.12% | -10.87% | -3.96% | 21:35 | 10:54 | 18:21 | 20:57 | 24:09 | 39:51 | 05:48 | 04:17 |
 | Pipe of Insight | 145 | 21.01% | 80.0 | 56.55% | +8.84% | +4.56% | -0.99% | -1.39% | 18:21 | 12:24 | 16:00 | 17:38 | 20:00 | 30:17 | 04:00 | 02:57 |
 | Headdress | 234 | 33.91% | 78.9 | 54.27% | +7.12% | +5.05% | -4.27% | -1.73% | 13:59 | 01:46 | 11:09 | 14:04 | 16:33 | 26:57 | 05:24 | 04:00 |
 | Magic Wand | 494 | 71.59% | 77.8 | 51.42% | +6.52% | +3.42% | -8.33% | -1.59% | 04:31 | -01:30 | -01:29 | 04:26 | 08:52 | 23:35 | 10:21 | 07:40 |
 | Arcane Boots | 497 | 72.03% | 76.7 | 51.11% | +5.51% | +5.34% | -7.56% | -2.20% | 10:03 | 03:19 | 06:21 | 08:52 | 12:13 | 37:18 | 05:52 | 04:20 |
 | Mekansm | 123 | 17.83% | 75.6 | 56.10% | +7.95% | +5.19% | -7.71% | -2.87% | 14:09 | 07:58 | 11:39 | 13:36 | 16:09 | 24:26 | 04:30 | 03:20 |
 | Aghanim's Scepter | 161 | 23.33% | 74.4 | 54.66% | +6.64% | -2.16% | +2.84% | 0.51% | 39:32 | 24:46 | 33:59 | 38:27 | 43:50 | 1:01:46 | 09:51 | 07:17 |
 | Vanguard | 387 | 56.09% | 73.3 | 51.16% | +3.64% | +1.42% | -1.68% | -1.51% | 07:07 | 03:48 | 05:30 | 06:10 | 07:33 | 26:03 | 02:03 | 01:31 |
 | Boots of Speed | 690 | 100.00% | 72.2 | 49.57% | +49.57% | +4.77% | -5.97% | -2.69% | 04:30 | -01:29 | 02:37 | 04:05 | 06:37 | 11:22 | 04:00 | 02:57 |
 | Drum of Endurance | 33 | 4.78% | 71.1 | 66.67% | +17.96% | +8.33% | +8.33% | 0.00% | 13:48 | 07:12 | 10:45 | 12:16 | 14:10 | 30:39 | 03:25 | 02:31 |
 | Aeon Disk | 33 | 4.78% | 70.0 | 66.67% | +17.96% | -29.17% | +8.33% | 3.12% | 45:36 | 28:54 | 38:30 | 44:29 | 50:32 | 1:13:44 | 12:02 | 08:54 |
 | Ring of Protection | 154 | 22.32% | 68.9 | 53.90% | +5.58% | -2.62% | +1.36% | 0.47% | 14:14 | -01:29 | 10:16 | 14:20 | 18:42 | 1:18:48 | 08:26 | 06:14 |
 | Black King Bar | 530 | 76.81% | 67.8 | 49.25% | -1.38% | -0.38% | +6.81% | 0.84% | 22:52 | 12:45 | 17:35 | 21:31 | 26:09 | 1:12:05 | 08:34 | 06:20 |
 | Aether Lens | 165 | 23.91% | 66.7 | 52.12% | +3.36% | +6.42% | -8.22% | -2.26% | 26:29 | 12:59 | 22:38 | 25:18 | 29:06 | 60:57 | 06:28 | 04:47 |
 | Magic Stick | 387 | 56.09% | 65.6 | 48.84% | -1.66% | -7.60% | +2.71% | 2.60% | 02:32 | -01:30 | -01:29 | 00:38 | 05:27 | 21:43 | 06:56 | 05:08 |
 | Helm of Iron Will | 151 | 21.88% | 64.4 | 52.32% | +3.53% | -2.32% | +5.57% | 1.07% | 17:51 | 08:27 | 13:13 | 15:23 | 20:35 | 1:23:25 | 07:22 | 05:27 |
 | Crimson Guard | 145 | 21.01% | 63.3 | 51.72% | +2.73% | -1.72% | +1.06% | 0.40% | 18:11 | 10:33 | 14:47 | 16:37 | 21:43 | 43:24 | 06:56 | 05:08 |
 | Heaven's Halberd | 53 | 7.68% | 62.2 | 58.49% | +9.67% | -12.34% | +3.05% | 2.41% | 30:46 | 17:23 | 25:44 | 29:37 | 32:07 | 1:41:04 | 06:23 | 04:43 |
 | Hand of Midas | 564 | 81.74% | 61.1 | 46.63% | -16.07% | -1.95% | -9.75% | -3.14% | 11:40 | 05:20 | 10:15 | 11:38 | 12:44 | 28:29 | 02:29 | 01:50 |
 | Sange | 57 | 8.26% | 60.0 | 56.14% | +7.17% | -13.28% | +8.15% | 3.12% | 29:46 | 15:41 | 24:02 | 28:53 | 30:54 | 1:40:54 | 06:52 | 05:05 |
 | Chainmail | 186 | 26.96% | 58.9 | 47.85% | -2.35% | -11.68% | +6.50% | 2.34% | 11:07 | 02:17 | 06:41 | 10:46 | 14:27 | 33:16 | 07:46 | 05:45 |
 | Quelling Blade | 336 | 48.70% | 57.8 | 44.94% | -9.01% | +5.06% | +6.25% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 22:28 | 00:00 | 00:00 |
 | Crown | 31 | 4.49% | 56.7 | 58.06% | +8.89% | -8.06% | +16.94% | 7.89% | 07:26 | 01:31 | 04:36 | 05:54 | 07:46 | 25:09 | 03:10 | 02:20 |
 | Wraith Band | 118 | 17.10% | 55.6 | 45.76% | -4.59% | -2.43% | +9.41% | 10.60% | 02:24 | -01:29 | 01:21 | 01:58 | 02:28 | 27:01 | 01:07 | 00:49 |
 | Lotus Orb | 21 | 3.04% | 54.4 | 61.90% | +12.72% | +18.10% | -21.90% | -4.22% | 28:27 | 18:33 | 23:23 | 27:42 | 32:52 | 36:50 | 09:29 | 07:01 |
 | Meteor Hammer | 27 | 3.91% | 53.3 | 55.56% | +6.24% | +1.58% | -12.70% | -10.45% | 07:39 | 04:57 | 06:37 | 07:16 | 07:59 | 12:46 | 01:22 | 01:00 |
 | Linken's Sphere | 14 | 2.03% | 52.2 | 64.29% | +15.03% | +35.71% | +2.38% | -2.84% | 41:19 | 28:30 | 34:27 | 39:14 | 46:10 | 1:03:16 | 11:43 | 08:40 |
 | Arcane Blink | 4 | 0.58% | 51.1 | 100.00% | +50.73% | 0.00% | 0.00% | 0.00% | 42:42 | 33:02 | 33:02 | 42:47 | 43:16 | 51:41 | 10:14 | 07:34 |
 | Eul's Scepter of Divinity | 7 | 1.01% | 50.0 | 71.43% | +22.09% | +28.57% | -71.43% | 0.00% | 58:29 | 33:55 | 47:24 | 1:03:45 | 1:04:22 | 1:18:04 | 16:58 | 12:34 |
 | Wind Waker | 7 | 1.01% | 48.9 | 71.43% | +22.09% | +28.57% | -71.43% | 0.00% | 59:21 | 38:14 | 47:41 | 1:03:45 | 1:04:33 | 1:18:04 | 16:52 | 12:29 |
 | Scythe of Vyse | 3 | 0.43% | 47.8 | 100.00% | +50.66% | 0.00% | 0.00% | 0.00% | 43:55 | 35:04 | 35:04 | 37:38 | 59:03 | 59:03 | 23:59 | 17:45 |
 | Soul Ring | 3 | 0.43% | 46.7 | 100.00% | +50.66% | 0.00% | 0.00% | 0.00% | 09:03 | 06:24 | 06:24 | 07:21 | 13:25 | 13:25 | 07:01 | 05:11 |
 | Nullifier | 5 | 0.72% | 45.6 | 80.00% | +30.66% | +20.00% | +20.00% | 0.00% | 43:18 | 32:20 | 32:20 | 38:10 | 46:04 | 1:07:04 | 13:44 | 10:10 |
 | Bottle | 9 | 1.30% | 44.4 | 55.56% | +6.07% | +44.44% | -5.56% | 0.00% | 06:37 | 01:24 | 01:26 | 01:31 | 01:57 | 26:39 | 00:31 | 00:22 |
 | Hood of Defiance | 9 | 1.30% | 43.3 | 55.56% | +6.07% | -5.56% | +44.44% | 0.00% | 15:32 | 09:22 | 10:42 | 15:45 | 17:29 | 23:15 | 06:47 | 05:01 |
 | Bracer | 23 | 3.33% | 42.2 | 39.13% | -10.80% | -5.80% | +27.54% | 11.18% | 03:59 | -01:29 | 01:24 | 02:22 | 04:23 | 16:40 | 02:59 | 02:12 |
 | Medallion of Courage | 4 | 0.58% | 41.1 | 75.00% | +25.58% | +25.00% | -75.00% | 0.00% | 16:23 | 06:55 | 06:55 | 16:29 | 19:29 | 22:39 | 12:34 | 09:18 |
 | Blight Stone | 4 | 0.58% | 40.0 | 75.00% | +25.58% | +25.00% | -75.00% | 0.00% | 16:23 | 06:55 | 06:55 | 16:29 | 19:29 | 22:39 | 12:34 | 09:18 |
 | Vladmir's Offering | 4 | 0.58% | 38.9 | 75.00% | +25.58% | +25.00% | +25.00% | 0.00% | 33:03 | 15:13 | 15:13 | 17:21 | 20:50 | 1:18:49 | 05:37 | 04:09 |
 | Ring of Basilius | 4 | 0.58% | 37.8 | 75.00% | +25.58% | +25.00% | +25.00% | 0.00% | 31:57 | 12:36 | 12:36 | 16:53 | 19:29 | 1:18:49 | 06:53 | 05:05 |
 | Morbid Mask | 4 | 0.58% | 36.7 | 75.00% | +25.58% | +25.00% | +25.00% | 0.00% | 32:27 | 14:35 | 14:35 | 16:53 | 19:30 | 1:18:49 | 04:55 | 03:38 |
 | Phase Boots | 55 | 7.97% | 35.6 | 29.09% | -22.25% | +6.62% | -14.80% | -6.95% | 08:16 | 03:50 | 05:53 | 06:55 | 08:58 | 33:23 | 03:05 | 02:17 |
 | Assault Cuirass | 7 | 1.01% | 34.4 | 57.14% | +7.65% | +42.86% | -57.14% | 0.00% | 38:27 | 33:57 | 34:12 | 37:16 | 39:35 | 45:41 | 05:23 | 03:59 |
 | Heart of Tarrasque | 2 | 0.29% | 33.3 | 100.00% | +50.58% | 0.00% | 0.00% | 0.00% | 34:56 | 31:52 | 31:52 | 38:00 | 38:00 | 38:00 | 06:08 | 04:32 |
 | Ghost Scepter | 2 | 0.29% | 32.2 | 100.00% | +50.58% | 0.00% | 0.00% | 0.00% | 33:42 | 31:59 | 31:59 | 35:25 | 35:25 | 35:25 | 03:26 | 02:32 |
 | Kaya | 2 | 0.29% | 31.1 | 100.00% | +50.58% | 0.00% | 0.00% | 0.00% | 40:08 | 26:14 | 26:14 | 54:02 | 54:02 | 54:02 | 27:48 | 20:35 |
 | Kaya and Sange | 2 | 0.29% | 30.0 | 100.00% | +50.58% | 0.00% | 0.00% | 0.00% | 36:18 | 29:44 | 29:44 | 42:51 | 42:51 | 42:51 | 13:07 | 09:42 |
 | Force Staff | 8 | 1.16% | 28.9 | 50.00% | +0.44% | -50.00% | 0.00% | 0.00% | 31:58 | 22:09 | 24:10 | 30:18 | 35:02 | 42:26 | 10:52 | 08:02 |
 | Fluffy Hat | 12 | 1.74% | 27.8 | 41.67% | -8.04% | -41.67% | +25.00% | 0.00% | 24:42 | 02:12 | 13:20 | 24:10 | 34:00 | 42:24 | 20:40 | 15:18 |
 | Solar Crest | 3 | 0.43% | 26.7 | 66.67% | +17.18% | +33.33% | 0.00% | 0.00% | 19:22 | 14:09 | 14:09 | 19:09 | 24:48 | 24:48 | 10:39 | 07:53 |
 | Glimmer Cape | 3 | 0.43% | 25.6 | 66.67% | +17.18% | -66.67% | 0.00% | 0.00% | 27:37 | 20:18 | 20:18 | 25:17 | 37:16 | 37:16 | 16:58 | 12:34 |
 | Manta Style | 3 | 0.43% | 24.4 | 66.67% | +17.18% | +33.33% | 0.00% | 0.00% | 60:47 | 38:34 | 38:34 | 59:32 | 1:24:16 | 1:24:16 | 45:42 | 33:51 |
 | Yasha | 3 | 0.43% | 23.3 | 66.67% | +17.18% | +33.33% | 0.00% | 0.00% | 59:00 | 33:51 | 33:51 | 59:08 | 1:24:00 | 1:24:00 | 50:09 | 37:08 |
 | Radiance | 4 | 0.58% | 22.2 | 50.00% | +0.44% | +50.00% | +50.00% | 0.00% | 21:09 | 13:18 | 13:18 | 14:42 | 22:39 | 33:58 | 09:21 | 06:55 |
 | Diadem | 4 | 0.58% | 21.1 | 50.00% | +0.44% | -50.00% | -50.00% | 0.00% | 51:10 | 18:32 | 18:32 | 23:56 | 1:18:48 | 1:23:25 | 60:16 | 44:38 |
 | Yasha and Kaya | 1 | 0.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.14% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:49 | 1:18:49 | 1:18:49 | 1:18:49 | 1:18:49 | 1:18:49 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.14% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Desolator | 1 | 0.14% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.14% | 14.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.14% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:02 | 54:02 | 54:02 | 54:02 | 54:02 | 54:02 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.14% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 0.29% | 11.1 | 50.00% | +0.44% | -50.00% | 0.00% | 0.00% | 22:04 | 19:13 | 19:13 | 24:55 | 24:55 | 24:55 | 05:42 | 04:13 |
 | Helm of the Dominator | 2 | 0.29% | 10.0 | 50.00% | +0.44% | +50.00% | 0.00% | 0.00% | 1:21:08 | 1:18:48 | 1:18:48 | 1:23:27 | 1:23:27 | 1:23:27 | 04:39 | 03:26 |
 | Shadow Blade | 2 | 0.29% | 8.9 | 50.00% | +0.44% | -50.00% | 0.00% | 0.00% | 47:23 | 42:56 | 42:56 | 51:50 | 51:50 | 51:50 | 08:54 | 06:35 |
 | Spirit Vessel | 3 | 0.43% | 7.8 | 33.33% | -16.31% | +66.67% | 0.00% | 0.00% | 16:30 | 10:49 | 10:49 | 15:56 | 22:44 | 22:44 | 11:55 | 08:49 |
 | Urn of Shadows | 4 | 0.58% | 6.7 | 25.00% | -24.71% | +75.00% | -25.00% | 0.00% | 12:32 | 06:34 | 06:34 | 06:41 | 14:15 | 22:38 | 07:41 | 05:41 |
 | Holy Locket | 1 | 0.14% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.14% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.14% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.14% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Pavise | 1 | 0.14% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |