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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 | |
 | Shiva's Guard | 12 | 10.53% | 100.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 36:40 | 27:34 | 32:02 | 36:19 | 39:15 | 49:55 | 07:13 | 05:20 |
 | Octarine Core | 7 | 6.14% | 98.7 | 100.00% | +44.86% | 0.00% | 0.00% | 0.00% | 29:36 | 18:52 | 20:29 | 29:20 | 29:48 | 42:29 | 09:19 | 06:54 |
 | Ring of Protection | 78 | 68.42% | 97.4 | 62.82% | +15.60% | +2.18% | +0.34% | -0.19% | 14:35 | -01:29 | 08:19 | 10:57 | 18:02 | 52:46 | 09:43 | 07:11 |
 | Buckler | 45 | 39.47% | 96.2 | 66.67% | +14.50% | -3.03% | -3.03% | 0.00% | 24:07 | 12:16 | 16:11 | 21:28 | 31:28 | 52:46 | 15:17 | 11:19 |
 | Heaven's Halberd | 35 | 30.70% | 94.9 | 68.57% | +15.41% | +31.43% | -13.01% | -5.78% | 26:57 | 16:17 | 23:05 | 26:33 | 30:46 | 38:10 | 07:41 | 05:41 |
 | Sange | 42 | 36.84% | 93.6 | 66.67% | +13.89% | +33.33% | -16.67% | -6.11% | 25:04 | 15:35 | 20:10 | 22:48 | 28:21 | 43:25 | 08:11 | 06:03 |
 | Magic Stick | 77 | 67.54% | 92.3 | 61.04% | +9.69% | +2.12% | -8.41% | -1.18% | 06:52 | -01:29 | 02:06 | 07:27 | 11:00 | 20:49 | 08:54 | 06:35 |
 | Boots of Speed | 114 | 100.00% | 91.0 | 57.89% | +57.89% | +11.08% | -7.89% | -5.78% | 05:46 | 01:22 | 04:07 | 06:03 | 07:24 | 10:11 | 03:17 | 02:25 |
 | Pipe of Insight | 80 | 70.18% | 89.7 | 60.00% | +7.06% | +10.00% | -5.00% | -2.53% | 18:37 | 11:55 | 15:20 | 17:14 | 21:16 | 42:14 | 05:56 | 04:23 |
 | Quelling Blade | 71 | 62.28% | 88.5 | 60.56% | +7.07% | +0.55% | -10.56% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:16 | 00:00 | 00:00 |
 | Vanguard | 93 | 81.58% | 87.2 | 58.06% | +0.92% | +15.85% | -18.93% | -16.18% | 07:42 | 03:21 | 05:12 | 05:57 | 07:21 | 1:08:33 | 02:09 | 01:35 |
 | Chainmail | 63 | 55.26% | 85.9 | 60.32% | +5.42% | +27.18% | -22.82% | -6.06% | 14:26 | 03:26 | 10:23 | 12:42 | 18:38 | 39:15 | 08:15 | 06:06 |
 | Magic Wand | 94 | 82.46% | 84.6 | 57.45% | -2.55% | -3.28% | -13.97% | -1.10% | 07:30 | -01:29 | 02:10 | 08:19 | 11:52 | 19:59 | 09:42 | 07:11 |
 | Ring of Health | 104 | 91.23% | 83.3 | 56.73% | -13.27% | +16.35% | -6.73% | -13.58% | 05:14 | 00:14 | 02:26 | 03:06 | 04:08 | 1:06:37 | 01:42 | 01:15 |
 | Guardian Greaves | 32 | 28.07% | 82.1 | 65.63% | +10.75% | -15.63% | +9.37% | 3.13% | 21:50 | 14:50 | 17:25 | 19:32 | 25:24 | 40:28 | 07:59 | 05:54 |
 | Headdress | 95 | 83.33% | 80.8 | 56.84% | -6.32% | +5.66% | -23.51% | -6.60% | 14:12 | 06:50 | 11:42 | 12:42 | 16:07 | 41:48 | 04:25 | 03:16 |
 | Mekansm | 42 | 36.84% | 79.5 | 61.90% | +6.34% | +1.74% | -1.90% | -0.81% | 15:41 | 08:53 | 12:54 | 14:25 | 17:25 | 25:06 | 04:31 | 03:20 |
 | Soul Ring | 44 | 38.60% | 78.2 | 61.36% | +5.65% | +2.28% | -15.91% | -6.10% | 10:46 | 06:07 | 08:34 | 09:52 | 11:33 | 27:10 | 02:59 | 02:12 |
 | Void Stone | 33 | 28.95% | 76.9 | 63.64% | +8.08% | -1.14% | -1.14% | 0.00% | 27:45 | 10:50 | 22:30 | 27:08 | 32:57 | 49:48 | 10:27 | 07:44 |
 | Arcane Boots | 87 | 76.32% | 75.6 | 55.17% | -11.50% | +13.01% | -27.90% | -16.81% | 08:42 | 03:38 | 07:21 | 08:53 | 09:47 | 16:35 | 02:26 | 01:48 |
 | Helm of Iron Will | 64 | 56.14% | 74.4 | 56.25% | -3.75% | 0.00% | 0.00% | 0.00% | 18:09 | 08:59 | 12:36 | 17:03 | 20:31 | 53:49 | 07:55 | 05:51 |
 | Crimson Guard | 62 | 54.39% | 73.1 | 56.45% | -3.17% | +6.05% | +10.22% | 0.59% | 19:11 | 11:03 | 15:18 | 18:47 | 22:21 | 35:59 | 07:03 | 05:13 |
 | Wind Lace | 43 | 37.72% | 71.8 | 58.14% | +0.39% | +14.59% | -3.59% | -1.34% | 13:00 | -01:29 | 06:38 | 09:51 | 20:14 | 37:38 | 13:36 | 10:04 |
 | Crown | 32 | 28.07% | 70.5 | 59.38% | +2.06% | +3.12% | -9.38% | -1.05% | 13:47 | 04:58 | 07:30 | 10:33 | 19:22 | 31:03 | 11:52 | 08:47 |
 | Bottle | 11 | 9.65% | 69.2 | 72.73% | +16.42% | -6.06% | -6.06% | 0.00% | 01:32 | 01:10 | 01:26 | 01:34 | 01:37 | 01:59 | 00:11 | 00:08 |
 | Hood of Defiance | 13 | 11.40% | 67.9 | 69.23% | +12.79% | -35.90% | +30.77% | 7.66% | 16:29 | 07:17 | 11:43 | 16:49 | 20:25 | 25:36 | 08:42 | 06:26 |
 | Power Treads | 13 | 11.40% | 66.7 | 69.23% | +12.79% | +30.77% | -2.56% | -25.64% | 07:32 | 05:43 | 05:47 | 06:43 | 07:05 | 11:51 | 01:18 | 00:57 |
 | Assault Cuirass | 13 | 11.40% | 65.4 | 69.23% | +12.79% | +30.77% | -2.56% | -5.02% | 37:28 | 24:04 | 33:17 | 34:02 | 39:55 | 51:40 | 06:38 | 04:54 |
 | Rod of Atos | 26 | 22.81% | 64.1 | 57.69% | -0.26% | +13.74% | -41.02% | -12.12% | 15:15 | 09:28 | 12:41 | 13:27 | 17:12 | 26:13 | 04:31 | 03:20 |
 | Black King Bar | 22 | 19.30% | 62.8 | 59.09% | +1.48% | -9.09% | +0.91% | 0.67% | 31:34 | 21:51 | 23:14 | 28:26 | 38:04 | 1:03:49 | 14:50 | 10:59 |
 | Phase Boots | 14 | 12.28% | 61.5 | 64.29% | +7.29% | -14.29% | -30.96% | -3.06% | 12:37 | 04:54 | 06:14 | 08:07 | 11:41 | 39:15 | 05:27 | 04:02 |
 | Lotus Orb | 24 | 21.05% | 60.3 | 54.17% | -4.72% | +12.50% | -4.17% | -2.14% | 29:56 | 19:11 | 26:13 | 30:15 | 34:01 | 42:39 | 07:48 | 05:46 |
 | Ring of Basilius | 9 | 7.89% | 59.0 | 66.67% | +9.53% | -16.67% | -66.67% | -5.68% | 31:30 | 21:25 | 24:48 | 29:57 | 33:36 | 52:46 | 08:48 | 06:31 |
 | Morbid Mask | 9 | 7.89% | 57.7 | 66.67% | +9.53% | -16.67% | -66.67% | -5.68% | 32:18 | 24:14 | 24:48 | 31:30 | 33:36 | 52:46 | 08:48 | 06:31 |
 | Vladmir's Offering | 9 | 7.89% | 56.4 | 66.67% | +9.53% | -16.67% | -66.67% | -5.98% | 32:49 | 25:12 | 25:45 | 31:46 | 34:07 | 52:46 | 08:22 | 06:11 |
 | Aghanim's Scepter | 3 | 2.63% | 55.1 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 38:21 | 26:51 | 26:51 | 34:36 | 53:35 | 53:35 | 26:44 | 19:48 |
 | Scythe of Vyse | 5 | 4.39% | 53.8 | 80.00% | +23.12% | +20.00% | +20.00% | 0.00% | 39:35 | 29:55 | 29:55 | 33:00 | 42:18 | 60:48 | 12:23 | 09:10 |
 | Solar Crest | 6 | 5.26% | 52.6 | 66.67% | +9.26% | +33.33% | -66.67% | 0.00% | 25:58 | 20:31 | 23:49 | 24:45 | 28:23 | 31:37 | 04:34 | 03:22 |
 | Aghanim's Shard | 26 | 22.81% | 51.3 | 38.46% | -25.18% | +47.25% | -5.13% | -4.50% | 29:13 | 17:32 | 22:47 | 27:50 | 34:25 | 51:24 | 11:38 | 08:37 |
 | Maelstrom | 2 | 1.75% | 50.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 43:56 | 39:48 | 39:48 | 48:04 | 48:04 | 48:04 | 08:16 | 06:07 |
 | Gleipnir | 2 | 1.75% | 48.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 44:46 | 41:09 | 41:09 | 48:22 | 48:22 | 48:22 | 07:13 | 05:20 |
 | Linken's Sphere | 2 | 1.75% | 47.4 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 43:47 | 33:21 | 33:21 | 54:12 | 54:12 | 54:12 | 20:51 | 15:26 |
 | Aether Lens | 2 | 1.75% | 46.2 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 38:43 | 26:36 | 26:36 | 50:50 | 50:50 | 50:50 | 24:14 | 17:57 |
 | Moon Shard | 2 | 1.75% | 44.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 47:26 | 31:58 | 31:58 | 1:02:53 | 1:02:53 | 1:02:53 | 30:55 | 22:54 |
 | Cornucopia | 2 | 1.75% | 43.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 43:47 | 33:21 | 33:21 | 54:12 | 54:12 | 54:12 | 20:51 | 15:26 |
 | Javelin | 2 | 1.75% | 42.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 43:56 | 39:48 | 39:48 | 48:04 | 48:04 | 48:04 | 08:16 | 06:07 |
 | Abyssal Blade | 2 | 1.75% | 41.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 52:19 | 36:05 | 36:05 | 1:08:33 | 1:08:33 | 1:08:33 | 32:28 | 24:02 |
 | Blight Stone | 7 | 6.14% | 39.7 | 57.14% | -0.80% | +42.86% | -7.14% | -27.03% | 24:57 | 19:22 | 22:35 | 23:50 | 24:26 | 32:21 | 01:51 | 01:22 |
 | Medallion of Courage | 7 | 6.14% | 38.5 | 57.14% | -0.80% | +42.86% | -7.14% | -27.03% | 24:57 | 19:22 | 22:35 | 23:50 | 24:26 | 32:21 | 01:51 | 01:22 |
 | Blink Dagger | 6 | 5.26% | 37.2 | 50.00% | -8.33% | 0.00% | +50.00% | 0.00% | 32:25 | 27:58 | 31:04 | 31:20 | 33:10 | 38:00 | 02:06 | 01:33 |
 | Skull Basher | 3 | 2.63% | 35.9 | 66.67% | +9.01% | +33.33% | 0.00% | 0.00% | 33:17 | 25:55 | 25:55 | 28:30 | 45:25 | 45:25 | 19:30 | 14:26 |
 | Eul's Scepter of Divinity | 3 | 2.63% | 34.6 | 66.67% | +9.01% | -66.67% | 0.00% | 0.00% | 19:00 | 11:33 | 11:33 | 14:26 | 31:01 | 31:01 | 19:28 | 14:25 |
 | Nullifier | 4 | 3.51% | 33.3 | 50.00% | -8.18% | -50.00% | +50.00% | 0.00% | 38:07 | 28:34 | 28:34 | 34:39 | 34:51 | 54:25 | 06:17 | 04:39 |
 | Wraith Pact | 1 | 0.88% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.88% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.88% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.88% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.88% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.88% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Diadem | 1 | 0.88% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.88% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.88% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.88% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.88% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.88% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.88% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 4.39% | 15.4 | 40.00% | -18.72% | +60.00% | -40.00% | 0.00% | 22:50 | 05:47 | 05:47 | 25:12 | 27:16 | 35:51 | 21:29 | 15:54 |
 | Bracer | 5 | 4.39% | 14.1 | 40.00% | -18.72% | -40.00% | +60.00% | 0.00% | 05:44 | 01:20 | 01:20 | 04:39 | 09:50 | 11:20 | 08:30 | 06:17 |
 | Wraith Band | 7 | 6.14% | 12.8 | 28.57% | -31.24% | -28.57% | +21.43% | 50.00% | 06:22 | -01:29 | -01:29 | 01:33 | 02:20 | 31:10 | 03:49 | 02:49 |
 | Aeon Disk | 2 | 1.75% | 11.5 | 50.00% | -8.04% | -50.00% | 0.00% | 0.00% | 45:21 | 41:30 | 41:30 | 49:11 | 49:11 | 49:11 | 07:41 | 05:41 |
 | Spirit Vessel | 2 | 1.75% | 10.3 | 50.00% | -8.04% | +50.00% | 0.00% | 0.00% | 27:13 | 17:20 | 17:20 | 37:06 | 37:06 | 37:06 | 19:46 | 14:38 |
 | Urn of Shadows | 2 | 1.75% | 9.0 | 50.00% | -8.04% | +50.00% | 0.00% | 0.00% | 24:10 | 11:18 | 11:18 | 37:01 | 37:01 | 37:01 | 25:43 | 19:02 |
 | Heart of Tarrasque | 2 | 1.75% | 7.7 | 50.00% | -8.04% | -50.00% | 0.00% | 0.00% | 36:47 | 29:59 | 29:59 | 43:34 | 43:34 | 43:34 | 13:35 | 10:03 |
 | Force Staff | 4 | 3.51% | 6.4 | 25.00% | -34.09% | +75.00% | -25.00% | 0.00% | 31:09 | 25:12 | 25:12 | 27:37 | 35:51 | 35:54 | 10:39 | 07:53 |
 | Tranquil Boots | 1 | 0.88% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.88% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.88% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |
 | Radiance | 1 | 0.88% | 1.3 | 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 |