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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 | 39 | 5.15% | 100.0 | 79.49% | +33.11% | +10.51% | +10.51% | 0.00% | 38:31 | 27:17 | 32:19 | 36:58 | 44:20 | 53:34 | 12:01 | 08:54 |
 | Assault Cuirass | 43 | 5.68% | 98.7 | 76.74% | +30.38% | +23.26% | -22.19% | -5.02% | 37:00 | 27:10 | 31:12 | 35:49 | 40:15 | 56:01 | 09:03 | 06:42 |
 | Buckler | 63 | 8.32% | 97.4 | 71.43% | +25.46% | -2.68% | -15.18% | -1.12% | 32:40 | 12:56 | 26:36 | 32:23 | 37:47 | 55:27 | 11:11 | 08:17 |
 | Refresher Orb | 164 | 21.66% | 96.1 | 65.24% | +21.90% | +15.25% | -6.70% | -3.61% | 37:03 | 26:33 | 33:23 | 36:26 | 39:28 | 1:01:42 | 06:05 | 04:30 |
 | Heaven's Halberd | 40 | 5.28% | 94.8 | 75.00% | +28.42% | -5.00% | -5.00% | 0.00% | 31:11 | 19:35 | 28:08 | 31:13 | 34:00 | 49:18 | 05:52 | 04:20 |
 | Void Stone | 287 | 37.91% | 93.5 | 62.37% | +23.01% | +5.69% | -8.20% | -1.41% | 30:59 | 05:11 | 26:33 | 31:16 | 36:26 | 1:01:42 | 09:53 | 07:19 |
 | Ring of Health | 249 | 32.89% | 92.2 | 62.65% | +21.71% | -4.59% | +0.25% | 0.45% | 28:26 | 01:34 | 25:47 | 31:23 | 36:30 | 1:01:42 | 10:43 | 07:56 |
 | Sange | 45 | 5.94% | 90.9 | 71.11% | +24.48% | -7.47% | -7.47% | 0.00% | 29:25 | 17:17 | 25:52 | 29:41 | 32:14 | 47:22 | 06:22 | 04:42 |
 | Morbid Mask | 83 | 10.96% | 89.6 | 65.06% | +19.07% | +6.37% | -12.68% | -1.82% | 31:00 | 12:56 | 25:41 | 30:18 | 36:08 | 48:01 | 10:27 | 07:44 |
 | Satanic | 49 | 6.47% | 88.3 | 67.35% | +20.60% | +15.98% | -9.02% | -2.71% | 35:23 | 26:45 | 30:28 | 34:26 | 39:41 | 48:19 | 09:13 | 06:49 |
 | Black King Bar | 629 | 83.09% | 87.0 | 52.31% | +24.97% | +20.94% | -14.09% | -7.90% | 23:53 | 15:10 | 21:29 | 23:47 | 25:55 | 39:56 | 04:26 | 03:17 |
 | Eul's Scepter of Divinity | 43 | 5.68% | 85.7 | 65.12% | +18.06% | -1.48% | -10.57% | -1.30% | 20:27 | 12:24 | 16:07 | 20:30 | 23:08 | 29:49 | 07:01 | 05:11 |
 | Magic Wand | 548 | 72.39% | 84.4 | 50.55% | +8.92% | -6.75% | -1.64% | 0.86% | 08:34 | -01:29 | 05:11 | 07:58 | 11:09 | 31:34 | 05:58 | 04:25 |
 | Fluffy Hat | 63 | 8.32% | 83.1 | 60.32% | +13.35% | +8.43% | -4.07% | -2.12% | 08:53 | 02:02 | 04:00 | 07:15 | 09:53 | 34:10 | 05:53 | 04:21 |
 | Aghanim's Shard | 273 | 36.06% | 81.8 | 52.01% | +6.14% | +18.58% | -15.25% | -4.49% | 28:59 | 15:01 | 24:58 | 27:51 | 32:30 | 56:14 | 07:32 | 05:34 |
 | Blink Dagger | 721 | 95.24% | 80.5 | 49.24% | +24.24% | +10.20% | +1.32% | -2.66% | 15:25 | 08:49 | 12:49 | 14:29 | 16:09 | 42:48 | 03:20 | 02:28 |
 | Magic Stick | 641 | 84.68% | 79.2 | 49.30% | +7.92% | -0.55% | -4.30% | -0.52% | 03:51 | -01:29 | 00:06 | 02:36 | 07:15 | 22:30 | 07:09 | 05:17 |
 | Phase Boots | 646 | 85.34% | 77.9 | 49.23% | +7.79% | +4.47% | -1.40% | -2.15% | 09:38 | 04:14 | 07:41 | 09:02 | 10:25 | 33:29 | 02:44 | 02:01 |
 | Chainmail | 653 | 86.26% | 76.6 | 49.16% | +7.81% | +1.15% | -0.08% | -0.40% | 08:36 | 01:33 | 06:27 | 07:54 | 09:32 | 33:12 | 03:05 | 02:17 |
 | Arcane Boots | 12 | 1.59% | 75.3 | 83.33% | +35.81% | +16.67% | -16.66% | 0.00% | 22:46 | 08:51 | 12:14 | 18:56 | 31:59 | 37:27 | 19:45 | 14:37 |
 | Boots of Speed | 757 | 100.00% | 74.0 | 48.08% | +48.08% | +1.13% | -2.58% | -1.26% | 05:32 | -01:29 | 03:55 | 05:24 | 06:51 | 13:00 | 02:56 | 02:10 |
 | Bracer | 367 | 48.48% | 72.7 | 49.86% | +3.45% | -5.29% | -0.95% | 4.34% | 02:32 | -01:29 | 01:55 | 02:19 | 02:46 | 11:06 | 00:51 | 00:37 |
 | Ring of Protection | 662 | 87.45% | 71.4 | 47.89% | -1.58% | +2.71% | +0.59% | -0.43% | 05:28 | -01:30 | 02:56 | 05:03 | 07:49 | 41:15 | 04:53 | 03:37 |
 | Falcon Blade | 34 | 4.49% | 70.1 | 64.71% | +17.41% | +24.18% | +10.29% | -3.11% | 07:42 | 03:02 | 05:20 | 07:34 | 09:48 | 17:25 | 04:28 | 03:18 |
 | Quelling Blade | 661 | 87.32% | 68.8 | 47.50% | -4.58% | +0.98% | -1.44% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 12:32 | 00:00 | 00:00 |
 | Aghanim's Scepter | 14 | 1.85% | 67.5 | 78.57% | +31.06% | -3.57% | +21.43% | 0.00% | 30:26 | 24:11 | 27:27 | 29:47 | 33:42 | 35:39 | 06:15 | 04:37 |
 | Soul Ring | 646 | 85.34% | 66.2 | 47.37% | -4.88% | +3.25% | -3.27% | -1.72% | 07:02 | 01:57 | 04:52 | 06:28 | 08:40 | 20:35 | 03:48 | 02:48 |
 | Aeon Disk | 18 | 2.38% | 64.9 | 72.22% | +24.72% | +7.78% | -22.22% | -2.28% | 40:59 | 28:56 | 34:12 | 39:18 | 47:23 | 55:04 | 13:11 | 09:45 |
 | Wind Lace | 82 | 10.83% | 63.6 | 53.66% | +6.25% | -6.04% | +11.34% | 1.62% | 13:52 | -01:29 | 08:44 | 11:49 | 19:29 | 34:13 | 10:45 | 07:57 |
 | Desolator | 33 | 4.36% | 62.3 | 60.61% | +13.10% | +14.39% | +1.89% | -1.70% | 29:46 | 19:58 | 25:10 | 28:48 | 32:30 | 46:21 | 07:20 | 05:25 |
 | Linken's Sphere | 17 | 2.25% | 61.0 | 70.59% | +23.02% | +29.41% | -20.59% | 0.00% | 38:54 | 26:34 | 32:33 | 36:29 | 44:22 | 55:03 | 11:49 | 08:45 |
 | Helm of Iron Will | 153 | 20.21% | 59.7 | 47.06% | -1.28% | +5.57% | +0.31% | -5.01% | 05:28 | 01:44 | 03:11 | 03:36 | 04:14 | 53:38 | 01:03 | 00:46 |
 | Armlet of Mordiggian | 111 | 14.66% | 58.4 | 48.65% | +0.66% | +15.64% | -9.36% | -7.01% | 11:24 | 06:44 | 08:27 | 09:19 | 12:01 | 35:13 | 03:34 | 02:38 |
 | Blight Stone | 68 | 8.98% | 57.1 | 51.47% | +3.72% | -10.29% | +1.47% | 0.51% | 17:40 | -01:29 | 04:43 | 18:08 | 27:48 | 46:21 | 23:05 | 17:05 |
 | Lotus Orb | 22 | 2.91% | 55.8 | 63.64% | +16.02% | +3.03% | +16.36% | 1.56% | 34:12 | 21:01 | 30:04 | 33:46 | 38:36 | 60:04 | 08:32 | 06:19 |
 | Hood of Defiance | 16 | 2.11% | 54.5 | 68.75% | +21.11% | -18.75% | +31.25% | 0.00% | 13:43 | 06:44 | 08:44 | 10:01 | 18:16 | 30:15 | 09:32 | 07:03 |
 | Vanguard | 5 | 0.66% | 53.2 | 100.00% | +52.26% | 0.00% | 0.00% | 0.00% | 30:32 | 13:44 | 13:44 | 32:42 | 36:23 | 39:26 | 22:39 | 16:46 |
 | Nullifier | 5 | 0.66% | 51.9 | 100.00% | +52.26% | 0.00% | 0.00% | 0.00% | 41:23 | 33:22 | 33:22 | 41:20 | 44:12 | 53:49 | 10:50 | 08:01 |
 | Bottle | 106 | 14.00% | 50.6 | 47.17% | -1.06% | +0.98% | +22.06% | 21.08% | 02:04 | 00:35 | 01:19 | 01:33 | 01:49 | 32:08 | 00:30 | 00:22 |
 | Orb of Venom | 49 | 6.47% | 49.4 | 53.06% | +5.32% | -3.06% | -19.73% | -8.07% | 03:15 | -01:29 | -01:28 | 01:59 | 03:32 | 24:35 | 05:00 | 03:42 |
 | Scythe of Vyse | 25 | 3.30% | 48.1 | 60.00% | +12.32% | +40.00% | -10.00% | -5.51% | 41:01 | 30:11 | 33:16 | 38:28 | 42:20 | 1:08:07 | 09:04 | 06:42 |
 | Orb of Corrosion | 22 | 2.91% | 46.8 | 54.55% | +6.66% | -21.22% | -14.55% | 1.27% | 08:38 | 02:57 | 04:46 | 07:34 | 10:02 | 24:35 | 05:16 | 03:54 |
 | Ring of Basilius | 18 | 2.38% | 45.5 | 55.56% | +7.66% | -35.56% | -30.56% | 0.42% | 25:35 | 06:04 | 18:40 | 24:44 | 30:35 | 46:58 | 11:55 | 08:49 |
 | Vladmir's Offering | 18 | 2.38% | 44.2 | 55.56% | +7.66% | -35.56% | -30.56% | 0.45% | 27:15 | 13:50 | 20:36 | 26:20 | 31:49 | 46:58 | 11:13 | 08:18 |
 | Aether Lens | 7 | 0.92% | 42.9 | 71.43% | +23.56% | +28.57% | -21.43% | 0.00% | 35:37 | 28:37 | 30:48 | 34:15 | 38:02 | 43:24 | 07:14 | 05:21 |
 | Abyssal Blade | 3 | 0.40% | 41.6 | 100.00% | +52.12% | 0.00% | 0.00% | 0.00% | 36:20 | 32:49 | 32:49 | 36:32 | 39:39 | 39:39 | 06:50 | 05:03 |
 | Daedalus | 3 | 0.40% | 40.3 | 100.00% | +52.12% | 0.00% | 0.00% | 0.00% | 43:01 | 35:54 | 35:54 | 45:38 | 47:30 | 47:30 | 11:36 | 08:35 |
 | Skull Basher | 9 | 1.19% | 39.0 | 55.56% | +7.57% | +44.44% | -55.56% | 0.00% | 32:18 | 21:12 | 28:26 | 33:05 | 34:54 | 38:30 | 06:28 | 04:47 |
 | Shadow Blade | 4 | 0.53% | 37.7 | 75.00% | +27.06% | +25.00% | +25.00% | 0.00% | 33:54 | 27:37 | 27:37 | 32:20 | 34:18 | 41:19 | 06:41 | 04:57 |
 | Wraith Pact | 7 | 0.92% | 36.4 | 57.14% | +9.14% | -7.14% | -7.14% | 0.00% | 29:02 | 21:09 | 22:15 | 27:52 | 31:33 | 40:14 | 09:18 | 06:53 |
 | Tranquil Boots | 7 | 0.92% | 35.1 | 57.14% | +9.14% | -7.14% | +42.86% | 0.00% | 12:47 | 08:51 | 09:57 | 11:13 | 12:32 | 22:30 | 02:35 | 01:54 |
 | Shiva's Guard | 2 | 0.26% | 33.8 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 46:09 | 35:50 | 35:50 | 56:27 | 56:27 | 56:27 | 20:37 | 15:16 |
 | Octarine Core | 2 | 0.26% | 32.5 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 37:32 | 37:20 | 37:20 | 37:44 | 37:44 | 37:44 | 00:24 | 00:17 |
 | Headdress | 5 | 0.66% | 31.2 | 60.00% | +11.99% | -60.00% | +40.00% | 0.00% | 22:36 | 15:27 | 15:27 | 21:52 | 23:34 | 32:52 | 08:07 | 06:00 |
 | Crystalys | 5 | 0.66% | 29.9 | 60.00% | +11.99% | +40.00% | -60.00% | 0.00% | 42:44 | 34:39 | 34:39 | 45:20 | 47:05 | 48:46 | 12:26 | 09:12 |
 | Force Staff | 4 | 0.53% | 28.6 | 50.00% | +1.93% | -50.00% | +50.00% | 0.00% | 27:47 | 22:30 | 22:30 | 25:27 | 28:59 | 34:10 | 06:29 | 04:48 |
 | Pipe of Insight | 4 | 0.53% | 27.3 | 50.00% | +1.93% | -50.00% | +50.00% | 0.00% | 24:05 | 15:47 | 15:47 | 22:55 | 24:13 | 33:23 | 08:26 | 06:14 |
 | Crown | 4 | 0.53% | 26.0 | 50.00% | +1.93% | +50.00% | +50.00% | 0.00% | 13:51 | 05:49 | 05:49 | 06:35 | 08:45 | 34:13 | 02:56 | 02:10 |
 | Crimson Guard | 1 | 0.13% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.13% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.13% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.13% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.13% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.13% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Yasha | 1 | 0.13% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.13% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 00:00 | 00:00 |
 | Heart of Tarrasque | 2 | 0.26% | 14.3 | 50.00% | +1.92% | +50.00% | 0.00% | 0.00% | 32:09 | 32:07 | 32:07 | 32:11 | 32:11 | 32:11 | 00:04 | 00:02 |
 | Solar Crest | 2 | 0.26% | 13.0 | 50.00% | +1.92% | -50.00% | 0.00% | 0.00% | 28:23 | 22:32 | 22:32 | 34:13 | 34:13 | 34:13 | 11:41 | 08:39 |
 | Medallion of Courage | 2 | 0.26% | 11.7 | 50.00% | +1.92% | -50.00% | 0.00% | 0.00% | 28:10 | 22:07 | 22:07 | 34:13 | 34:13 | 34:13 | 12:06 | 08:57 |
 | Meteor Hammer | 3 | 0.40% | 10.4 | 33.33% | -14.81% | -33.33% | 0.00% | 0.00% | 08:06 | 07:25 | 07:25 | 07:30 | 09:22 | 09:22 | 01:57 | 01:26 |
 | Ghost Scepter | 3 | 0.40% | 9.1 | 33.33% | -14.81% | +66.67% | 0.00% | 0.00% | 38:33 | 29:00 | 29:00 | 38:53 | 47:47 | 47:47 | 18:47 | 13:54 |
 | Power Treads | 7 | 0.92% | 7.8 | 14.29% | -34.11% | -14.29% | +35.71% | 0.00% | 11:04 | 07:04 | 07:48 | 09:51 | 10:28 | 22:55 | 02:40 | 01:58 |
 | Silver Edge | 1 | 0.13% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Blade Mail | 2 | 0.26% | 5.2 | 0.00% | -48.21% | 0.00% | 0.00% | 0.00% | 32:02 | 26:26 | 26:26 | 37:37 | 37:37 | 37:37 | 11:11 | 08:17 |
 | Divine Rapier | 1 | 0.13% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.13% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Radiance | 1 | 0.13% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |