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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 Scepter | 40 | 28.99% | 100.0 | 62.50% | +26.79% | -2.50% | -12.50% | -1.76% | 30:26 | 21:22 | 26:43 | 28:43 | 32:24 | 48:20 | 05:41 | 04:12 |
 | Mjollnir | 87 | 63.04% | 98.7 | 54.02% | +28.53% | +5.07% | -22.20% | -5.13% | 24:47 | 14:39 | 20:56 | 23:29 | 26:15 | 41:30 | 05:19 | 03:56 |
 | Nullifier | 21 | 15.22% | 97.4 | 66.67% | +27.35% | +33.33% | -26.67% | -8.72% | 32:27 | 19:32 | 28:22 | 32:55 | 35:15 | 48:26 | 06:53 | 05:05 |
 | Abyssal Blade | 20 | 14.49% | 96.2 | 65.00% | +25.17% | -5.00% | +15.00% | 1.46% | 40:59 | 31:30 | 33:54 | 37:22 | 47:34 | 53:39 | 13:40 | 10:07 |
 | Boots of Travel 2 | 4 | 2.90% | 94.9 | 100.00% | +58.21% | 0.00% | 0.00% | 0.00% | 55:21 | 50:22 | 50:22 | 52:09 | 53:31 | 1:05:23 | 03:09 | 02:20 |
 | Magic Stick | 119 | 86.23% | 93.6 | 46.22% | +19.90% | +13.78% | -9.55% | -23.33% | -00:24 | -01:30 | -01:29 | -01:29 | -01:28 | 12:30 | 00:01 | 00:00 |
 | Phase Boots | 129 | 93.48% | 92.3 | 45.74% | +34.63% | +1.14% | -5.11% | -4.57% | 06:21 | 03:30 | 05:18 | 05:56 | 06:40 | 14:10 | 01:22 | 01:00 |
 | Chainmail | 129 | 93.48% | 91.0 | 45.74% | +34.63% | +13.64% | +4.26% | -6.32% | 05:25 | 03:23 | 04:19 | 04:59 | 05:48 | 13:32 | 01:29 | 01:05 |
 | Magic Wand | 113 | 81.88% | 89.7 | 46.02% | +14.02% | -6.73% | -10.31% | -0.55% | 05:42 | -01:29 | 01:33 | 04:15 | 08:06 | 22:35 | 06:33 | 04:51 |
 | Aghanim's Shard | 79 | 57.25% | 88.5 | 48.10% | +10.81% | +6.90% | -18.10% | -3.56% | 28:42 | 20:05 | 24:41 | 27:47 | 31:42 | 43:40 | 07:01 | 05:11 |
 | Skull Basher | 49 | 35.51% | 87.2 | 51.02% | +11.69% | -17.69% | -17.69% | 0.00% | 33:04 | 21:34 | 28:18 | 31:08 | 37:37 | 46:27 | 09:19 | 06:54 |
 | Boots of Speed | 138 | 100.00% | 85.9 | 43.48% | +43.48% | +2.23% | +0.64% | -1.07% | 03:10 | 01:15 | 02:18 | 03:06 | 03:47 | 08:23 | 01:29 | 01:05 |
 | Manta Style | 27 | 19.57% | 84.6 | 55.56% | +15.02% | +1.58% | +1.58% | 0.00% | 24:15 | 15:42 | 18:28 | 22:14 | 27:03 | 44:29 | 08:35 | 06:21 |
 | Yasha | 53 | 38.41% | 83.3 | 49.06% | +9.06% | +12.48% | +4.79% | -0.88% | 20:23 | 11:40 | 14:47 | 18:58 | 23:30 | 40:31 | 08:43 | 06:27 |
 | Helm of Iron Will | 25 | 18.12% | 82.1 | 56.00% | +15.29% | +10.67% | -22.67% | -3.74% | 31:09 | 15:44 | 26:01 | 30:37 | 34:56 | 48:12 | 08:55 | 06:36 |
 | Maelstrom | 131 | 94.93% | 80.8 | 42.75% | -14.39% | +29.98% | -27.60% | -26.17% | 12:32 | 08:20 | 11:03 | 12:01 | 13:15 | 34:34 | 02:12 | 01:37 |
 | Javelin | 132 | 95.65% | 79.5 | 42.42% | -24.25% | +15.16% | -18.18% | -15.27% | 09:07 | 04:30 | 07:06 | 08:12 | 09:17 | 37:48 | 02:11 | 01:37 |
 | Quelling Blade | 117 | 84.78% | 78.2 | 42.74% | -4.88% | +26.23% | -1.36% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 12:33 | 00:00 | 00:00 |
 | Black King Bar | 118 | 85.51% | 76.9 | 42.37% | -7.63% | +17.63% | -18.23% | -9.12% | 20:18 | 15:04 | 17:37 | 19:10 | 21:33 | 40:50 | 03:56 | 02:54 |
 | Blink Dagger | 24 | 17.39% | 75.6 | 54.17% | +12.94% | -4.17% | +29.16% | 3.21% | 35:58 | 23:41 | 30:04 | 34:15 | 40:27 | 56:39 | 10:23 | 07:41 |
 | Ring of Health | 24 | 17.39% | 74.4 | 54.17% | +12.94% | -4.17% | +12.50% | 0.72% | 30:24 | 02:23 | 18:47 | 32:36 | 41:48 | 53:26 | 23:01 | 17:02 |
 | Vanguard | 20 | 14.49% | 73.1 | 55.00% | +13.47% | -15.00% | +5.00% | 0.95% | 33:21 | 04:34 | 21:35 | 35:27 | 42:42 | 53:26 | 21:07 | 15:38 |
 | Linken's Sphere | 23 | 16.67% | 71.8 | 52.17% | +10.43% | +31.16% | +14.50% | -1.69% | 34:28 | 17:17 | 29:33 | 34:56 | 39:25 | 1:06:06 | 09:52 | 07:18 |
 | Butterfly | 11 | 7.97% | 70.5 | 63.64% | +21.91% | +36.36% | -30.31% | -7.87% | 36:36 | 29:40 | 31:24 | 36:14 | 39:52 | 45:34 | 08:28 | 06:16 |
 | Cornucopia | 26 | 18.84% | 69.2 | 50.00% | +8.04% | +21.43% | 0.00% | -1.96% | 35:14 | 17:14 | 28:36 | 35:25 | 39:32 | 1:05:55 | 10:56 | 08:05 |
 | Wraith Band | 55 | 39.86% | 67.9 | 41.82% | -2.76% | -6.11% | +15.32% | 17.14% | 03:27 | 00:43 | 01:48 | 02:24 | 03:03 | 13:43 | 01:15 | 00:55 |
 | Fluffy Hat | 3 | 2.17% | 66.7 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 14:21 | 05:45 | 05:45 | 07:58 | 29:20 | 29:20 | 23:35 | 17:28 |
 | Morbid Mask | 3 | 2.17% | 65.4 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 38:56 | 32:03 | 32:03 | 39:32 | 45:13 | 45:13 | 13:10 | 09:45 |
 | Sange | 45 | 32.61% | 64.1 | 40.00% | -5.16% | +5.45% | -12.73% | -3.03% | 24:33 | 14:11 | 20:37 | 24:04 | 26:37 | 47:32 | 06:00 | 04:26 |
 | Sange and Yasha | 23 | 16.67% | 62.8 | 43.48% | 0.00% | +23.19% | +6.52% | -1.98% | 23:15 | 14:41 | 17:50 | 24:54 | 26:14 | 32:31 | 08:24 | 06:13 |
 | Swift Blink | 9 | 6.52% | 61.5 | 55.56% | +12.92% | -5.56% | -5.56% | 0.00% | 49:52 | 41:28 | 42:59 | 51:26 | 54:01 | 57:25 | 11:02 | 08:10 |
 | Aghanim's Blessing | 4 | 2.90% | 60.3 | 75.00% | +32.46% | +25.00% | +25.00% | 0.00% | 49:18 | 42:45 | 42:45 | 43:23 | 49:10 | 1:01:54 | 06:25 | 04:45 |
 | Blight Stone | 4 | 2.90% | 59.0 | 75.00% | +32.46% | +25.00% | -75.00% | 0.00% | 09:39 | 05:45 | 05:45 | 07:37 | 07:58 | 17:14 | 02:13 | 01:38 |
 | Wind Lace | 16 | 11.59% | 57.7 | 43.75% | +0.31% | +6.25% | -18.75% | -5.10% | 13:54 | 04:15 | 10:50 | 12:02 | 15:44 | 32:07 | 04:54 | 03:37 |
 | Satanic | 2 | 1.45% | 56.4 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 39:15 | 32:59 | 32:59 | 45:31 | 45:31 | 45:31 | 12:32 | 09:17 |
 | Orb of Venom | 2 | 1.45% | 55.1 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 04:25 | 03:26 | 03:26 | 05:24 | 05:24 | 05:24 | 01:58 | 01:27 |
 | Boots of Travel | 2 | 1.45% | 53.8 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 42:50 | 39:17 | 39:17 | 46:22 | 46:22 | 46:22 | 07:05 | 05:14 |
 | Orb of Corrosion | 2 | 1.45% | 52.6 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 07:48 | 07:13 | 07:13 | 08:22 | 08:22 | 08:22 | 01:09 | 00:51 |
 | Heaven's Halberd | 19 | 13.77% | 51.3 | 36.84% | -7.70% | +3.16% | +3.16% | 0.00% | 28:59 | 20:38 | 24:30 | 27:35 | 30:38 | 47:51 | 06:08 | 04:32 |
 | Eye of Skadi | 8 | 5.80% | 50.0 | 50.00% | +6.92% | +50.00% | 0.00% | -10.49% | 36:45 | 29:26 | 33:24 | 34:51 | 38:10 | 46:14 | 04:46 | 03:31 |
 | Pipe of Insight | 5 | 3.62% | 48.7 | 60.00% | +17.14% | -60.00% | +40.00% | 11.86% | 19:30 | 13:53 | 13:53 | 17:44 | 22:19 | 28:52 | 08:26 | 06:14 |
 | Ring of Basilius | 5 | 3.62% | 47.4 | 60.00% | +17.14% | -60.00% | +40.00% | 14.85% | 14:40 | 05:11 | 05:11 | 11:07 | 11:55 | 39:32 | 06:44 | 04:59 |
 | Headdress | 5 | 3.62% | 46.2 | 60.00% | +17.14% | +40.00% | +40.00% | 0.00% | 15:32 | 11:13 | 11:13 | 14:08 | 17:09 | 23:24 | 05:56 | 04:23 |
 | Solar Crest | 3 | 2.17% | 44.9 | 66.67% | +23.71% | +33.33% | 0.00% | 0.00% | 19:05 | 17:52 | 17:52 | 18:12 | 21:11 | 21:11 | 03:19 | 02:27 |
 | Void Stone | 3 | 2.17% | 43.6 | 66.67% | +23.71% | +33.33% | 0.00% | 0.00% | 36:03 | 24:22 | 24:22 | 32:29 | 51:18 | 51:18 | 26:56 | 19:57 |
 | Medallion of Courage | 3 | 2.17% | 42.3 | 66.67% | +23.71% | +33.33% | 0.00% | 0.00% | 14:04 | 08:42 | 08:42 | 16:15 | 17:14 | 17:14 | 08:32 | 06:19 |
 | Crown | 11 | 7.97% | 41.0 | 36.36% | -7.73% | -3.03% | +30.31% | 3.05% | 19:24 | 07:37 | 11:06 | 19:16 | 22:02 | 39:13 | 10:56 | 08:05 |
 | Ring of Protection | 4 | 2.90% | 39.7 | 50.00% | +6.72% | +50.00% | +50.00% | 0.00% | 20:33 | 02:26 | 02:26 | 12:33 | 27:42 | 39:32 | 25:16 | 18:42 |
 | Rod of Atos | 9 | 6.52% | 38.5 | 33.33% | -10.86% | +16.67% | +66.67% | 3.55% | 22:24 | 12:59 | 13:31 | 23:53 | 27:37 | 39:13 | 14:06 | 10:26 |
 | Kaya and Sange | 1 | 0.72% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.72% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.72% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.72% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.72% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.72% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Kaya | 1 | 0.72% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 00:00 | 00:00 |
 | Desolator | 1 | 0.72% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Radiance | 1 | 0.72% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.72% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Disperser | 1 | 0.72% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.72% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Gleipnir | 8 | 5.80% | 21.8 | 25.00% | -19.62% | -25.00% | +25.00% | 8.24% | 28:36 | 17:31 | 23:53 | 27:56 | 29:57 | 39:37 | 06:04 | 04:29 |
 | Buckler | 2 | 1.45% | 20.5 | 50.00% | +6.62% | -50.00% | 0.00% | 0.00% | 33:56 | 28:19 | 28:19 | 39:32 | 39:32 | 39:32 | 11:13 | 08:18 |
 | Spirit Vessel | 2 | 1.45% | 19.2 | 50.00% | +6.62% | +50.00% | 0.00% | 0.00% | 14:02 | 12:01 | 12:01 | 16:02 | 16:02 | 16:02 | 04:01 | 02:58 |
 | Lotus Orb | 2 | 1.45% | 17.9 | 50.00% | +6.62% | -50.00% | 0.00% | 0.00% | 37:18 | 34:21 | 34:21 | 40:15 | 40:15 | 40:15 | 05:54 | 04:22 |
 | Scythe of Vyse | 2 | 1.45% | 16.7 | 50.00% | +6.62% | -50.00% | 0.00% | 0.00% | 47:30 | 43:42 | 43:42 | 51:18 | 51:18 | 51:18 | 07:36 | 05:37 |
 | Urn of Shadows | 2 | 1.45% | 15.4 | 50.00% | +6.62% | +50.00% | 0.00% | 0.00% | 08:30 | 04:11 | 04:11 | 12:48 | 12:48 | 12:48 | 08:37 | 06:22 |
 | Diffusal Blade | 3 | 2.17% | 14.1 | 33.33% | -10.37% | -33.33% | 0.00% | 0.00% | 25:06 | 15:52 | 15:52 | 21:42 | 37:43 | 37:43 | 21:51 | 16:11 |
 | Refresher Orb | 4 | 2.90% | 12.8 | 25.00% | -19.03% | -25.00% | -25.00% | 0.00% | 46:34 | 38:30 | 38:30 | 39:20 | 54:13 | 54:14 | 15:43 | 11:38 |
 | Monkey King Bar | 4 | 2.90% | 11.5 | 25.00% | -19.03% | -25.00% | -25.00% | 0.00% | 34:50 | 27:17 | 27:17 | 35:17 | 37:16 | 39:28 | 09:59 | 07:23 |
 | Power Treads | 8 | 5.80% | 10.3 | 12.50% | -32.88% | -12.50% | +37.50% | 30.30% | 07:01 | 05:17 | 05:34 | 05:53 | 07:13 | 11:25 | 01:39 | 01:13 |
 | Crimson Guard | 1 | 0.72% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.72% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.72% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.72% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.72% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |
 | Blade Mail | 2 | 1.45% | 2.6 | 0.00% | -44.12% | 0.00% | 0.00% | 0.00% | 14:19 | 09:56 | 09:56 | 18:42 | 18:42 | 18:42 | 08:46 | 06:29 |
 | Shadow Blade | 2 | 1.45% | 1.3 | 0.00% | -44.12% | 0.00% | 0.00% | 0.00% | 39:16 | 31:25 | 31:25 | 47:07 | 47:07 | 47:07 | 15:42 | 11:37 |