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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 | |
 | Void Stone | 26 | 15.66% | 100.0 | 76.92% | +39.06% | -5.49% | -26.92% | -2.14% | 37:51 | 20:20 | 32:51 | 35:29 | 42:51 | 1:17:07 | 10:00 | 07:24 |
 | Ring of Health | 7 | 4.22% | 98.5 | 100.00% | +58.49% | 0.00% | 0.00% | 0.00% | 39:31 | 04:39 | 23:00 | 37:18 | 41:41 | 1:17:06 | 18:41 | 13:50 |
 | Boots of Bearing | 5 | 3.01% | 96.9 | 100.00% | +57.76% | 0.00% | 0.00% | 0.00% | 31:39 | 27:24 | 27:24 | 32:35 | 34:49 | 35:09 | 07:25 | 05:29 |
 | Drum of Endurance | 10 | 6.02% | 95.4 | 80.00% | +38.33% | +20.00% | -80.00% | -55.56% | 18:38 | 14:21 | 16:22 | 16:47 | 18:10 | 33:41 | 01:48 | 01:20 |
 | Buckler | 14 | 8.43% | 93.8 | 71.43% | +29.98% | -21.43% | +28.57% | 2.61% | 35:55 | 21:23 | 27:56 | 33:20 | 47:07 | 53:04 | 19:11 | 14:12 |
 | Aether Lens | 16 | 9.64% | 92.3 | 68.75% | +27.42% | +31.25% | -43.75% | -7.68% | 40:42 | 25:24 | 35:29 | 39:21 | 45:15 | 51:48 | 09:46 | 07:14 |
 | Blink Dagger | 138 | 83.13% | 90.8 | 48.55% | +27.12% | +5.74% | -7.37% | -1.55% | 21:12 | 11:22 | 16:23 | 21:11 | 24:50 | 39:52 | 08:27 | 06:15 |
 | Assault Cuirass | 7 | 4.22% | 89.2 | 85.71% | +43.57% | +14.29% | +14.29% | 0.00% | 39:05 | 31:11 | 33:51 | 37:59 | 39:43 | 53:37 | 05:52 | 04:20 |
 | Wind Lace | 63 | 37.95% | 87.7 | 52.38% | +13.55% | -8.63% | -2.38% | 0.58% | 08:15 | -01:29 | -00:52 | 08:22 | 11:36 | 56:33 | 12:28 | 09:14 |
 | Tranquil Boots | 41 | 24.70% | 86.2 | 53.66% | +12.86% | -13.66% | +26.34% | 3.96% | 16:11 | 04:48 | 09:38 | 12:32 | 19:44 | 56:40 | 10:06 | 07:28 |
 | Magic Stick | 158 | 95.18% | 84.6 | 44.30% | +6.80% | -1.80% | +6.98% | 2.05% | 03:43 | -01:29 | 02:05 | 02:41 | 06:22 | 12:21 | 04:17 | 03:10 |
 | Lotus Orb | 4 | 2.41% | 83.1 | 100.00% | +57.41% | 0.00% | 0.00% | 0.00% | 40:55 | 29:23 | 29:23 | 36:18 | 37:42 | 60:16 | 08:19 | 06:09 |
 | Boots of Speed | 166 | 100.00% | 81.5 | 43.98% | +43.98% | +8.40% | -7.39% | -6.36% | 04:21 | -01:29 | 03:23 | 04:12 | 05:52 | 13:21 | 02:29 | 01:50 |
 | Fluffy Hat | 93 | 56.02% | 80.0 | 46.24% | +5.14% | +1.59% | +1.59% | 0.00% | 13:13 | -01:29 | 08:22 | 10:09 | 15:11 | 42:10 | 06:49 | 05:02 |
 | Desolator | 41 | 24.70% | 78.5 | 51.22% | +9.62% | +18.78% | -21.22% | -3.17% | 26:30 | 15:52 | 19:21 | 27:55 | 31:57 | 43:02 | 12:36 | 09:20 |
 | Chainmail | 96 | 57.83% | 76.9 | 44.79% | +1.93% | +13.54% | +1.04% | -4.93% | 08:09 | 03:59 | 06:08 | 07:22 | 08:40 | 26:43 | 02:32 | 01:52 |
 | Magic Wand | 140 | 84.34% | 75.4 | 42.14% | -11.71% | -10.71% | -2.14% | 1.79% | 08:48 | 02:52 | 05:42 | 08:25 | 10:29 | 26:36 | 04:47 | 03:32 |
 | Quelling Blade | 98 | 59.04% | 73.8 | 43.88% | -0.24% | -7.88% | +10.29% | 0.00% | -00:07 | -01:30 | -01:29 | -01:29 | -01:29 | 35:05 | 00:00 | 00:00 |
 | Phase Boots | 93 | 56.02% | 72.3 | 44.09% | +0.25% | +12.43% | -4.96% | -7.35% | 08:45 | 05:12 | 06:44 | 07:58 | 09:06 | 30:02 | 02:22 | 01:45 |
 | Black King Bar | 80 | 48.19% | 70.8 | 43.75% | -0.44% | -3.75% | +16.25% | 2.73% | 25:30 | 15:51 | 20:44 | 23:54 | 28:03 | 52:15 | 07:19 | 05:25 |
 | Falcon Blade | 65 | 39.16% | 69.2 | 44.62% | +1.06% | +11.63% | -13.37% | -14.56% | 10:48 | 07:26 | 09:44 | 10:34 | 11:27 | 17:24 | 01:43 | 01:16 |
 | Force Staff | 20 | 12.05% | 67.7 | 55.00% | +12.53% | -15.00% | -15.00% | 0.00% | 33:58 | 18:53 | 25:24 | 30:42 | 39:38 | 1:01:18 | 14:14 | 10:32 |
 | Ring of Protection | 20 | 12.05% | 66.2 | 55.00% | +12.53% | -55.00% | +25.00% | 3.34% | 26:13 | -01:29 | 12:14 | 27:46 | 36:13 | 53:03 | 23:59 | 17:45 |
 | Bottle | 82 | 49.40% | 64.6 | 40.24% | -7.38% | +2.62% | -15.24% | -17.86% | 02:02 | 00:35 | 01:26 | 01:38 | 01:46 | 27:00 | 00:20 | 00:14 |
 | Blight Stone | 57 | 34.34% | 63.1 | 42.11% | -2.84% | -20.68% | -6.40% | 0.81% | 15:43 | 02:13 | 06:20 | 11:53 | 23:59 | 43:02 | 17:39 | 13:04 |
 | Boots of Travel | 3 | 1.81% | 61.5 | 100.00% | +57.06% | 0.00% | 0.00% | 0.00% | 50:52 | 31:03 | 31:03 | 49:35 | 1:11:58 | 1:11:58 | 40:55 | 30:18 |
 | Aghanim's Scepter | 32 | 19.28% | 60.0 | 43.75% | -0.28% | +31.25% | -31.25% | -8.22% | 36:26 | 21:38 | 31:25 | 34:35 | 39:01 | 1:06:21 | 07:36 | 05:37 |
 | Shadow Blade | 10 | 6.02% | 58.5 | 60.00% | +17.05% | +40.00% | +40.00% | 0.00% | 38:48 | 34:07 | 35:32 | 37:52 | 41:08 | 44:16 | 05:36 | 04:08 |
 | Hand of Midas | 6 | 3.61% | 56.9 | 66.67% | +23.54% | -16.67% | +33.33% | 20.27% | 15:08 | 12:50 | 13:09 | 13:51 | 15:37 | 20:11 | 02:28 | 01:49 |
 | Eul's Scepter of Divinity | 6 | 3.61% | 55.4 | 66.67% | +23.54% | -16.67% | +33.33% | 40.54% | 34:03 | 31:57 | 33:09 | 33:22 | 34:23 | 37:24 | 01:14 | 00:54 |
 | Power Treads | 9 | 5.42% | 53.8 | 55.56% | +12.25% | -55.56% | -5.56% | 24.79% | 07:39 | 06:10 | 06:18 | 07:32 | 08:19 | 09:37 | 02:01 | 01:29 |
 | Crystalys | 7 | 4.22% | 52.3 | 57.14% | +13.74% | -7.14% | -7.14% | 0.00% | 41:30 | 34:19 | 40:19 | 40:56 | 42:31 | 47:37 | 02:12 | 01:37 |
 | Aeon Disk | 8 | 4.82% | 50.8 | 50.00% | +6.33% | -50.00% | +50.00% | 5.66% | 53:18 | 36:13 | 43:22 | 49:51 | 1:01:02 | 1:12:40 | 17:40 | 13:05 |
 | Silver Edge | 5 | 3.01% | 49.2 | 60.00% | +16.52% | -60.00% | -60.00% | 0.00% | 43:26 | 40:43 | 40:43 | 42:52 | 44:16 | 48:00 | 03:33 | 02:37 |
 | Octarine Core | 5 | 3.01% | 47.7 | 60.00% | +16.52% | +40.00% | +40.00% | 0.00% | 48:46 | 38:37 | 38:37 | 50:35 | 50:37 | 55:46 | 12:00 | 08:53 |
 | Ring of Basilius | 3 | 1.81% | 46.2 | 66.67% | +23.11% | -66.67% | 0.00% | 0.00% | 32:56 | 23:01 | 23:01 | 27:54 | 47:54 | 47:54 | 24:53 | 18:25 |
 | Mekansm | 3 | 1.81% | 44.6 | 66.67% | +23.11% | +33.33% | 0.00% | 0.00% | 22:50 | 19:15 | 19:15 | 22:32 | 26:43 | 26:43 | 07:28 | 05:31 |
 | Headdress | 3 | 1.81% | 43.1 | 66.67% | +23.11% | +33.33% | 0.00% | 0.00% | 19:32 | 15:19 | 15:19 | 16:35 | 26:43 | 26:43 | 11:24 | 08:26 |
 | Guardian Greaves | 3 | 1.81% | 41.5 | 66.67% | +23.11% | +33.33% | 0.00% | 0.00% | 29:16 | 25:37 | 25:37 | 30:50 | 31:20 | 31:20 | 05:43 | 04:14 |
 | Glimmer Cape | 3 | 1.81% | 40.0 | 66.67% | +23.11% | -66.67% | 0.00% | 0.00% | 28:27 | 21:57 | 21:57 | 25:52 | 37:31 | 37:31 | 15:34 | 11:31 |
 | Bracer | 11 | 6.63% | 38.5 | 36.36% | -8.16% | +30.31% | -36.36% | -8.02% | 09:44 | 01:19 | 02:06 | 08:11 | 10:25 | 34:01 | 08:19 | 06:09 |
 | Overwhelming Blink | 4 | 2.41% | 36.9 | 50.00% | +6.17% | +50.00% | -50.00% | 0.00% | 47:56 | 40:21 | 40:21 | 42:48 | 54:01 | 54:35 | 13:40 | 10:07 |
 | Moon Shard | 1 | 0.60% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.60% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.60% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.60% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.60% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.60% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.60% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:53 | 15:53 | 15:53 | 15:53 | 15:53 | 15:53 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.60% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Arcane Boots | 6 | 3.61% | 23.1 | 33.33% | -11.05% | +16.67% | -33.33% | -6.17% | 19:53 | 09:06 | 11:23 | 15:41 | 19:29 | 47:39 | 08:06 | 06:00 |
 | Wraith Pact | 2 | 1.20% | 21.5 | 50.00% | +6.10% | -50.00% | 0.00% | 0.00% | 43:09 | 33:51 | 33:51 | 52:26 | 52:26 | 52:26 | 18:35 | 13:45 |
 | Morbid Mask | 2 | 1.20% | 20.0 | 50.00% | +6.10% | -50.00% | 0.00% | 0.00% | 35:28 | 23:01 | 23:01 | 47:55 | 47:55 | 47:55 | 24:54 | 18:26 |
 | Vladmir's Offering | 2 | 1.20% | 18.5 | 50.00% | +6.10% | -50.00% | 0.00% | 0.00% | 38:17 | 28:24 | 28:24 | 48:09 | 48:09 | 48:09 | 19:45 | 14:37 |
 | Sange | 2 | 1.20% | 16.9 | 50.00% | +6.10% | -50.00% | 0.00% | 0.00% | 36:39 | 32:22 | 32:22 | 40:56 | 40:56 | 40:56 | 08:34 | 06:20 |
 | Ghost Scepter | 3 | 1.81% | 15.4 | 33.33% | -10.84% | -33.33% | 0.00% | 0.00% | 34:02 | 30:58 | 30:58 | 33:40 | 37:28 | 37:28 | 06:30 | 04:48 |
 | Orb of Corrosion | 4 | 2.41% | 13.8 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 11:33 | 06:06 | 06:06 | 07:38 | 08:46 | 23:40 | 02:40 | 01:58 |
 | Orb of Venom | 5 | 3.01% | 12.3 | 20.00% | -24.72% | -20.00% | -20.00% | 0.00% | 06:47 | -01:29 | -01:29 | 05:30 | 07:46 | 23:36 | 09:15 | 06:51 |
 | Helm of Iron Will | 5 | 3.01% | 10.8 | 20.00% | -24.72% | +80.00% | -20.00% | 0.00% | 40:40 | 29:23 | 29:23 | 41:07 | 46:24 | 47:38 | 17:01 | 12:36 |
 | Medallion of Courage | 1 | 0.60% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 00:00 | 00:00 |
 | Radiance | 1 | 0.60% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.60% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.60% | 4.6 | 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 |
 | Aghanim's Shard | 2 | 1.20% | 3.1 | 0.00% | -44.51% | 0.00% | 0.00% | 0.00% | 35:05 | 32:58 | 32:58 | 37:11 | 37:11 | 37:11 | 04:13 | 03:07 |
 | Nullifier | 3 | 1.81% | 1.5 | 0.00% | -44.79% | 0.00% | 0.00% | 0.00% | 44:26 | 38:58 | 38:58 | 46:36 | 47:45 | 47:45 | 08:47 | 06:30 |