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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 | 102 | 30.54% | 100.0 | 71.57% | +28.47% | +9.20% | -23.57% | -4.78% | 33:23 | 21:17 | 29:32 | 32:55 | 36:23 | 49:05 | 06:51 | 05:04 | |
Scythe of Vyse | 54 | 16.17% | 98.0 | 74.07% | +26.57% | -2.64% | -20.22% | -2.01% | 39:03 | 27:37 | 33:34 | 36:58 | 42:20 | 1:07:48 | 08:46 | 06:29 | |
Blink Dagger | 158 | 47.31% | 96.0 | 60.76% | +17.01% | -0.76% | -4.35% | -0.42% | 28:20 | 10:20 | 23:21 | 27:48 | 31:59 | 52:53 | 08:38 | 06:23 | |
Bloodstone | 169 | 50.60% | 94.0 | 59.76% | +16.12% | +6.91% | -0.24% | -1.05% | 19:11 | 12:04 | 14:45 | 17:09 | 21:32 | 39:04 | 06:47 | 05:01 | |
Void Stone | 188 | 56.29% | 92.0 | 57.45% | +12.93% | +2.12% | +4.25% | 0.12% | 19:37 | 07:27 | 11:06 | 13:52 | 28:34 | 1:07:48 | 17:28 | 12:56 | |
Kaya | 226 | 67.66% | 90.0 | 56.64% | +14.97% | -4.01% | -4.85% | -0.10% | 20:48 | 09:58 | 16:16 | 19:37 | 24:59 | 45:13 | 08:43 | 06:27 | |
Sange | 172 | 51.50% | 88.0 | 57.56% | +11.88% | +2.91% | -13.37% | -1.85% | 22:59 | 12:05 | 17:47 | 21:22 | 26:35 | 45:13 | 08:48 | 06:31 | |
Kaya and Sange | 162 | 48.50% | 86.0 | 57.41% | +10.90% | +3.57% | -12.41% | -1.92% | 24:04 | 13:45 | 19:28 | 22:26 | 27:48 | 45:13 | 08:20 | 06:10 | |
Black King Bar | 221 | 66.17% | 84.0 | 55.66% | +11.41% | +11.61% | -4.75% | -2.67% | 25:40 | 15:07 | 21:32 | 24:14 | 27:39 | 1:02:54 | 06:07 | 04:31 | |
Wind Lace | 213 | 63.77% | 82.0 | 55.40% | +9.95% | -4.46% | -0.68% | 0.84% | 09:36 | -01:29 | 06:43 | 08:19 | 11:13 | 42:16 | 04:30 | 03:20 | |
Eul's Scepter of Divinity | 139 | 41.62% | 80.0 | 56.83% | +8.62% | +8.88% | -8.26% | -5.36% | 15:10 | 09:48 | 12:21 | 13:37 | 15:33 | 42:40 | 03:12 | 02:22 | |
Boots of Speed | 334 | 100.00% | 78.0 | 51.80% | +51.80% | +10.10% | -20.47% | -16.52% | 04:18 | 00:45 | 03:23 | 04:15 | 05:14 | 07:50 | 01:51 | 01:22 | |
Magic Wand | 314 | 94.01% | 76.0 | 51.91% | +1.91% | -1.28% | +8.35% | 3.01% | 05:44 | -01:29 | 04:07 | 05:33 | 07:19 | 13:26 | 03:12 | 02:22 | |
Bottle | 288 | 86.23% | 74.0 | 52.08% | +2.08% | +4.86% | +4.86% | 0.00% | 01:27 | -00:02 | 01:09 | 01:20 | 01:36 | 07:30 | 00:27 | 00:20 | |
Magic Stick | 315 | 94.31% | 72.0 | 51.75% | -0.88% | +1.41% | +2.68% | 0.48% | 03:18 | -01:29 | 02:06 | 02:27 | 04:44 | 13:26 | 02:38 | 01:57 | |
Arcane Boots | 297 | 88.92% | 70.0 | 51.18% | -5.58% | +13.68% | -21.45% | -21.29% | 07:36 | 04:48 | 06:29 | 07:18 | 08:08 | 25:35 | 01:39 | 01:13 | |
Overwhelming Blink | 25 | 7.49% | 68.0 | 68.00% | +17.51% | +15.33% | -34.67% | -4.35% | 46:02 | 31:04 | 39:21 | 47:00 | 50:50 | 60:43 | 11:29 | 08:30 | |
Null Talisman | 211 | 63.17% | 66.0 | 49.76% | -5.52% | +10.62% | +1.18% | -5.55% | 03:49 | 01:01 | 02:51 | 03:40 | 04:33 | 09:12 | 01:42 | 01:15 | |
Ring of Health | 153 | 45.81% | 64.0 | 49.02% | -5.12% | +11.51% | +6.24% | -0.93% | 15:03 | 07:22 | 09:56 | 10:55 | 15:35 | 48:57 | 05:39 | 04:11 | |
Eternal Shroud | 67 | 20.06% | 62.0 | 50.75% | -1.31% | +19.84% | +8.07% | -1.45% | 18:26 | 11:39 | 13:43 | 16:04 | 21:51 | 39:07 | 08:08 | 06:01 | |
Hood of Defiance | 131 | 39.22% | 60.0 | 46.56% | -8.61% | +14.05% | +1.92% | -5.20% | 12:20 | 08:04 | 10:02 | 11:02 | 12:22 | 39:07 | 02:20 | 01:43 | |
Ethereal Blade | 9 | 2.69% | 58.0 | 77.78% | +26.70% | -27.78% | +22.22% | 0.00% | 33:06 | 20:28 | 26:55 | 31:46 | 39:22 | 46:12 | 12:27 | 09:13 | |
Linken's Sphere | 17 | 5.09% | 56.0 | 64.71% | +13.61% | +10.29% | -14.71% | -3.76% | 33:27 | 22:32 | 28:56 | 32:54 | 35:35 | 44:08 | 06:39 | 04:55 | |
Heart of Tarrasque | 4 | 1.20% | 54.0 | 100.00% | +48.79% | 0.00% | 0.00% | 0.00% | 39:54 | 34:34 | 34:34 | 37:33 | 41:33 | 45:54 | 06:59 | 05:10 | |
Quelling Blade | 9 | 2.69% | 52.0 | 66.67% | +15.29% | -16.67% | +33.33% | 0.00% | 01:36 | -01:29 | -01:29 | -01:29 | 05:40 | 08:51 | 07:09 | 05:17 | |
Ghost Scepter | 20 | 5.99% | 50.0 | 50.00% | -1.91% | +10.00% | +30.00% | 1.95% | 31:38 | 18:39 | 25:21 | 30:46 | 35:36 | 45:58 | 10:15 | 07:35 | |
Wind Waker | 12 | 3.59% | 48.0 | 58.33% | +6.78% | +8.34% | -25.00% | 0.00% | 45:58 | 39:26 | 42:43 | 44:56 | 46:52 | 54:46 | 04:09 | 03:04 | |
Arcane Blink | 5 | 1.50% | 46.0 | 80.00% | +28.63% | +20.00% | +20.00% | 0.00% | 50:06 | 40:30 | 40:30 | 51:52 | 56:35 | 58:47 | 16:05 | 11:54 | |
Aghanim's Scepter | 34 | 10.18% | 44.0 | 41.18% | -11.82% | -7.85% | +8.82% | 1.26% | 34:16 | 18:05 | 25:46 | 31:28 | 39:02 | 1:04:01 | 13:16 | 09:49 | |
Aghanim's Shard | 78 | 23.35% | 42.0 | 33.33% | -24.09% | -3.33% | +24.56% | 2.34% | 33:59 | 16:33 | 27:50 | 32:04 | 39:45 | 54:39 | 11:55 | 08:49 | |
Soul Ring | 6 | 1.80% | 40.0 | 66.67% | +15.15% | -16.67% | +33.33% | 0.00% | 06:14 | 04:35 | 05:29 | 06:23 | 06:44 | 07:31 | 01:15 | 00:55 | |
Lotus Orb | 6 | 1.80% | 38.0 | 66.67% | +15.15% | -16.67% | +33.33% | 0.00% | 27:19 | 23:32 | 23:36 | 24:25 | 30:37 | 35:26 | 07:01 | 05:11 | |
Ring of Protection | 6 | 1.80% | 36.0 | 66.67% | +15.15% | -16.67% | +33.33% | 0.00% | 04:38 | 02:28 | 02:51 | 04:51 | 05:15 | 07:31 | 02:24 | 01:46 | |
Refresher Orb | 7 | 2.10% | 34.0 | 57.14% | +5.46% | -57.14% | -7.14% | 0.00% | 49:00 | 35:52 | 45:22 | 47:45 | 49:40 | 1:07:24 | 04:18 | 03:11 | |
Crystalys | 2 | 0.60% | 32.0 | 100.00% | +48.49% | 0.00% | 0.00% | 0.00% | 49:32 | 44:31 | 44:31 | 54:33 | 54:33 | 54:33 | 10:02 | 07:25 | |
Shadow Blade | 2 | 0.60% | 30.0 | 100.00% | +48.49% | 0.00% | 0.00% | 0.00% | 43:09 | 40:27 | 40:27 | 45:50 | 45:50 | 45:50 | 05:23 | 03:59 | |
Aghanim's Blessing | 8 | 2.40% | 28.0 | 50.00% | -1.84% | +50.00% | -50.00% | 0.00% | 53:37 | 42:27 | 46:16 | 49:24 | 1:01:29 | 1:04:01 | 15:13 | 11:16 | |
Aeon Disk | 5 | 1.50% | 26.0 | 60.00% | +8.33% | +40.00% | -60.00% | 0.00% | 32:10 | 26:10 | 26:10 | 32:58 | 35:24 | 36:29 | 09:14 | 06:50 | |
Aether Lens | 5 | 1.50% | 24.0 | 60.00% | +8.33% | +40.00% | -60.00% | 0.00% | 33:34 | 24:26 | 24:26 | 33:37 | 35:23 | 41:11 | 10:57 | 08:06 | |
Heaven's Halberd | 4 | 1.20% | 22.0 | 50.00% | -1.82% | +50.00% | +50.00% | 0.00% | 26:02 | 20:46 | 20:46 | 23:19 | 25:12 | 34:49 | 04:26 | 03:17 | |
Silver Edge | 1 | 0.30% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:50 | 44:50 | 44:50 | 44:50 | 44:50 | 44:50 | 00:00 | 00:00 | |
Morbid Mask | 1 | 0.30% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 00:00 | 00:00 | |
Octarine Core | 1 | 0.30% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 | |
Moon Shard | 1 | 0.30% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:32:58 | 1:32:58 | 1:32:58 | 1:32:58 | 1:32:58 | 1:32:58 | 00:00 | 00:00 | |
Chainmail | 1 | 0.30% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 0.30% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 0.30% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 00:00 | 00:00 | |
Wraith Band | 1 | 0.30% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 0.30% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 | |
Blade Mail | 1 | 0.30% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |