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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 | |
 | Octarine Core | 13 | 11.82% | 100.0 | 76.92% | +37.74% | +23.08% | -10.25% | -5.05% | 36:05 | 22:03 | 30:33 | 32:26 | 37:09 | 57:29 | 06:36 | 04:53 |
 | Heart of Tarrasque | 10 | 9.09% | 98.8 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 43:01 | 28:33 | 30:54 | 34:19 | 46:56 | 1:30:50 | 16:02 | 11:52 |
 | Eul's Scepter of Divinity | 85 | 77.27% | 97.6 | 50.59% | +30.59% | +6.55% | -17.26% | -5.81% | 15:53 | 10:39 | 13:11 | 15:21 | 17:17 | 49:48 | 04:06 | 03:02 |
 | Shiva's Guard | 44 | 40.00% | 96.4 | 54.55% | +18.19% | +9.09% | 0.00% | -0.95% | 36:23 | 25:32 | 29:41 | 36:08 | 39:18 | 1:14:34 | 09:37 | 07:07 |
 | Bloodstone | 11 | 10.00% | 95.2 | 72.73% | +32.33% | +27.27% | -39.40% | -12.70% | 26:31 | 19:41 | 23:08 | 25:41 | 28:23 | 36:07 | 05:15 | 03:53 |
 | Void Stone | 87 | 79.09% | 94.0 | 45.98% | +11.20% | +8.57% | -5.07% | -2.99% | 14:21 | 05:19 | 10:37 | 12:35 | 15:11 | 49:48 | 04:34 | 03:22 |
 | Null Talisman | 85 | 77.27% | 92.9 | 45.88% | +9.88% | +11.26% | -17.31% | -28.57% | -01:30 | -14:17 | -01:29 | -01:28 | 01:13 | 15:42 | 02:42 | 02:00 |
 | Phase Boots | 58 | 52.73% | 91.7 | 48.28% | +9.82% | +5.05% | -19.71% | -9.06% | 07:57 | 03:32 | 06:30 | 07:39 | 09:14 | 14:59 | 02:44 | 02:01 |
 | Boots of Speed | 110 | 100.00% | 90.5 | 43.64% | +43.64% | -0.78% | -2.90% | -0.84% | 03:46 | -10:29 | 02:36 | 03:49 | 05:07 | 06:58 | 02:31 | 01:51 |
 | Linken's Sphere | 8 | 7.27% | 89.3 | 75.00% | +33.82% | +25.00% | -25.00% | -2.18% | 42:01 | 26:07 | 26:07 | 37:09 | 49:00 | 1:06:16 | 22:53 | 16:57 |
 | Magic Wand | 94 | 85.45% | 88.1 | 43.62% | -0.13% | +2.21% | -0.14% | -0.70% | 06:01 | -01:29 | 04:34 | 06:23 | 07:56 | 12:56 | 03:22 | 02:29 |
 | Wind Lace | 82 | 74.55% | 86.9 | 43.90% | +1.04% | +3.72% | -3.90% | -1.41% | 10:29 | -01:29 | 07:55 | 10:09 | 13:19 | 31:25 | 05:24 | 04:00 |
 | Magic Stick | 81 | 73.64% | 85.7 | 41.98% | -6.30% | +3.02% | +8.02% | 1.30% | 04:56 | -01:29 | 02:55 | 04:49 | 06:45 | 15:17 | 03:50 | 02:50 |
 | Black King Bar | 60 | 54.55% | 84.5 | 41.67% | -4.33% | +11.66% | +11.66% | 0.00% | 25:22 | 15:37 | 20:37 | 23:35 | 28:47 | 44:27 | 08:10 | 06:02 |
 | Ring of Health | 27 | 24.55% | 83.3 | 48.15% | +5.98% | -33.86% | +8.99% | 2.03% | 26:29 | 09:29 | 14:13 | 19:41 | 35:21 | 1:02:35 | 21:08 | 15:39 |
 | Solar Crest | 18 | 16.36% | 82.1 | 50.00% | +7.61% | +10.00% | +25.00% | 2.30% | 24:32 | 16:41 | 20:09 | 23:01 | 26:41 | 39:01 | 06:32 | 04:50 |
 | Chainmail | 37 | 33.64% | 81.0 | 40.54% | -4.67% | +15.02% | -7.21% | -2.34% | 12:05 | 02:52 | 06:48 | 10:22 | 16:18 | 32:26 | 09:30 | 07:02 |
 | Blight Stone | 22 | 20.00% | 79.8 | 45.45% | +2.27% | -12.12% | +14.55% | 2.93% | 19:53 | 09:17 | 14:51 | 17:48 | 23:57 | 35:37 | 09:06 | 06:44 |
 | Medallion of Courage | 22 | 20.00% | 78.6 | 45.45% | +2.27% | -12.12% | +14.55% | 3.11% | 20:22 | 11:36 | 15:23 | 17:48 | 23:57 | 35:37 | 08:34 | 06:20 |
 | Bottle | 35 | 31.82% | 77.4 | 40.00% | -5.33% | -6.67% | +4.44% | 9.66% | 02:37 | 00:54 | 01:58 | 02:36 | 03:07 | 05:08 | 01:09 | 00:51 |
 | Refresher Orb | 6 | 5.45% | 76.2 | 66.67% | +24.36% | -16.67% | +33.33% | 2.69% | 54:08 | 39:51 | 44:01 | 46:20 | 1:02:35 | 1:24:08 | 18:34 | 13:45 |
 | Heaven's Halberd | 6 | 5.45% | 75.0 | 66.67% | +24.36% | -66.67% | +33.33% | 18.81% | 27:05 | 24:15 | 24:54 | 24:58 | 30:13 | 32:57 | 05:19 | 03:56 |
 | Blink Dagger | 19 | 17.27% | 73.8 | 42.11% | -1.85% | -2.11% | -22.11% | -2.33% | 26:30 | 18:31 | 21:08 | 24:49 | 29:44 | 41:20 | 08:36 | 06:22 |
 | Rod of Atos | 13 | 11.82% | 72.6 | 46.15% | +2.85% | -46.15% | -12.82% | 4.71% | 18:49 | 09:16 | 15:43 | 18:58 | 22:48 | 26:28 | 07:05 | 05:14 |
 | Blast Rig | 2 | 1.82% | 71.4 | 100.00% | +57.41% | 0.00% | 0.00% | 0.00% | 30:30 | 30:00 | 30:00 | 31:00 | 31:00 | 31:00 | 01:00 | 00:44 |
 | Arcane Boots | 5 | 4.55% | 70.2 | 60.00% | +17.14% | -60.00% | +40.00% | 8.72% | 12:54 | 06:11 | 06:11 | 06:22 | 17:39 | 27:58 | 11:28 | 08:29 |
 | Power Treads | 29 | 26.36% | 69.0 | 31.03% | -17.12% | -2.46% | -16.74% | -5.32% | 08:14 | 03:14 | 07:00 | 08:18 | 09:41 | 12:48 | 02:41 | 01:59 |
 | Falcon Blade | 9 | 8.18% | 67.9 | 44.44% | +0.88% | +55.56% | -44.44% | -35.29% | 05:50 | 03:12 | 04:26 | 05:05 | 07:16 | 09:06 | 02:50 | 02:05 |
 | Scythe of Vyse | 9 | 8.18% | 66.7 | 44.44% | +0.88% | +5.56% | -44.44% | -11.19% | 36:58 | 30:54 | 33:55 | 35:53 | 38:23 | 43:14 | 04:28 | 03:18 |
 | Hood of Defiance | 9 | 8.18% | 65.5 | 44.44% | +0.88% | -44.44% | +55.56% | 14.46% | 14:12 | 09:52 | 10:14 | 14:07 | 17:09 | 18:09 | 06:55 | 05:07 |
 | Sange | 13 | 11.82% | 64.3 | 38.46% | -5.87% | +28.21% | +28.21% | 0.00% | 26:28 | 17:20 | 21:47 | 24:43 | 30:13 | 35:46 | 08:26 | 06:14 |
 | Bracer | 19 | 17.27% | 63.1 | 31.58% | -14.57% | +8.42% | +28.42% | 1.85% | 11:16 | 02:24 | 04:41 | 09:38 | 15:31 | 26:28 | 10:50 | 08:01 |
 | Boots of Travel | 6 | 5.45% | 61.9 | 50.00% | +6.73% | 0.00% | -50.00% | -1.52% | 32:32 | 13:42 | 15:56 | 17:16 | 48:47 | 50:50 | 32:51 | 24:20 |
 | Wind Waker | 3 | 2.73% | 60.7 | 66.67% | +23.68% | +33.33% | 0.00% | 0.00% | 52:00 | 41:35 | 41:35 | 53:14 | 1:01:12 | 1:01:12 | 19:37 | 14:31 |
 | Ring of Basilius | 3 | 2.73% | 59.5 | 66.67% | +23.68% | -66.67% | 0.00% | 0.00% | 13:19 | -01:29 | -01:29 | 02:53 | 38:34 | 38:34 | 40:03 | 29:40 |
 | Fluffy Hat | 11 | 10.00% | 58.3 | 36.36% | -8.08% | +30.31% | -36.36% | -33.90% | 05:21 | 01:30 | 03:27 | 04:43 | 05:25 | 14:17 | 01:58 | 01:27 |
 | Aghanim's Scepter | 8 | 7.27% | 57.1 | 37.50% | -6.62% | +12.50% | +12.50% | 0.00% | 26:13 | 21:44 | 22:20 | 23:14 | 28:52 | 33:28 | 06:32 | 04:50 |
 | Ring of Protection | 4 | 3.64% | 56.0 | 50.00% | +6.60% | +50.00% | -50.00% | 0.00% | 04:15 | -01:29 | -01:29 | 05:51 | 05:54 | 06:44 | 07:23 | 05:28 |
 | Timeless Relic | 1 | 0.91% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.91% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.91% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 00:00 | 00:00 |
 | Trusty Shovel | 1 | 0.91% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.91% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:18 | 56:18 | 56:18 | 56:18 | 56:18 | 56:18 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.91% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.91% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.91% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.91% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.91% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 00:00 | 00:00 |
 | Soul Ring | 5 | 4.55% | 42.9 | 40.00% | -3.81% | -40.00% | -40.00% | 0.00% | 19:42 | 03:35 | 03:35 | 19:32 | 21:47 | 35:37 | 18:12 | 13:28 |
 | Lotus Orb | 7 | 6.36% | 41.7 | 28.57% | -16.09% | -28.57% | -28.57% | 0.00% | 24:08 | 17:05 | 18:25 | 21:44 | 28:32 | 31:41 | 10:07 | 07:29 |
 | Spirit Vessel | 2 | 1.82% | 40.5 | 50.00% | +6.48% | -50.00% | 0.00% | 0.00% | 11:40 | 11:28 | 11:28 | 11:51 | 11:51 | 11:51 | 00:23 | 00:17 |
 | Boots of Travel 2 | 2 | 1.82% | 39.3 | 50.00% | +6.48% | -50.00% | 0.00% | 0.00% | 1:13:11 | 49:35 | 49:35 | 1:36:47 | 1:36:47 | 1:36:47 | 47:12 | 34:57 |
 | Hand of Midas | 2 | 1.82% | 38.1 | 50.00% | +6.48% | +50.00% | 0.00% | 0.00% | 19:51 | 18:41 | 18:41 | 21:01 | 21:01 | 21:01 | 02:20 | 01:43 |
 | Pupil's Gift | 2 | 1.82% | 36.9 | 50.00% | +6.48% | -50.00% | 0.00% | 0.00% | 20:30 | 20:00 | 20:00 | 21:00 | 21:00 | 21:00 | 01:00 | 00:44 |
 | Urn of Shadows | 2 | 1.82% | 35.7 | 50.00% | +6.48% | +50.00% | 0.00% | 0.00% | 06:17 | 06:09 | 06:09 | 06:24 | 06:24 | 06:24 | 00:15 | 00:11 |
 | Aghanim's Shard | 10 | 9.09% | 34.5 | 20.00% | -26.00% | -20.00% | -20.00% | 0.00% | 36:22 | 21:27 | 27:37 | 36:24 | 40:37 | 54:58 | 13:00 | 09:37 |
 | Ghost Scepter | 12 | 10.91% | 33.3 | 16.67% | -30.27% | -16.67% | +16.66% | 2.44% | 30:45 | 14:54 | 21:58 | 27:20 | 35:38 | 50:47 | 13:40 | 10:07 |
 | Arcane Ring | 3 | 2.73% | 32.1 | 33.33% | -10.60% | +66.67% | 0.00% | 0.00% | 09:20 | 09:00 | 09:00 | 09:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Headdress | 3 | 2.73% | 31.0 | 33.33% | -10.60% | -33.33% | 0.00% | 0.00% | 10:36 | 06:50 | 06:50 | 08:36 | 16:22 | 16:22 | 09:32 | 07:03 |
 | Mekansm | 4 | 3.64% | 29.8 | 25.00% | -19.34% | -25.00% | -25.00% | 0.00% | 12:44 | 10:40 | 10:40 | 12:10 | 13:32 | 14:35 | 02:52 | 02:07 |
 | Drum of Endurance | 4 | 3.64% | 28.6 | 25.00% | -19.34% | -25.00% | -25.00% | 0.00% | 12:05 | 09:39 | 09:39 | 10:34 | 12:35 | 15:31 | 02:56 | 02:10 |
 | Buckler | 4 | 3.64% | 27.4 | 25.00% | -19.34% | -25.00% | -25.00% | 0.00% | 10:08 | 08:20 | 08:20 | 08:56 | 10:40 | 12:34 | 02:20 | 01:43 |
 | Force Staff | 4 | 3.64% | 26.2 | 25.00% | -19.34% | -25.00% | -25.00% | 0.00% | 22:26 | 11:51 | 11:51 | 23:37 | 24:22 | 29:54 | 12:31 | 09:16 |
 | Kaya and Sange | 5 | 4.55% | 25.0 | 20.00% | -24.76% | -20.00% | -20.00% | 0.00% | 30:33 | 26:00 | 26:00 | 28:44 | 35:46 | 35:59 | 09:46 | 07:14 |
 | Kaya | 5 | 4.55% | 23.8 | 20.00% | -24.76% | -20.00% | +80.00% | 9.36% | 29:03 | 22:13 | 22:13 | 28:20 | 32:54 | 35:46 | 10:41 | 07:54 |
 | Aeon Disk | 4 | 3.64% | 22.6 | 0.00% | -45.28% | 0.00% | 0.00% | 0.00% | 37:29 | 21:29 | 21:29 | 36:51 | 45:31 | 46:05 | 24:02 | 17:48 |
 | Witch Blade | 2 | 1.82% | 21.4 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 12:31 | 12:29 | 12:29 | 12:32 | 12:32 | 12:32 | 00:03 | 00:02 |
 | Pig Pole | 1 | 0.91% | 20.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 1 | 0.91% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 4.55% | 17.9 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 02:17 | -01:29 | -01:29 | -01:29 | 05:03 | 10:48 | 06:32 | 04:50 |
 | Necronomicon (level 3) | 1 | 0.91% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.91% | 15.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Necronomicon | 1 | 0.91% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:04 | 20:04 | 20:04 | 20:04 | 20:04 | 20:04 | 00:00 | 00:00 |
 | Cloak of Flames | 2 | 1.82% | 13.1 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 34:00 | 29:00 | 29:00 | 39:00 | 39:00 | 39:00 | 10:00 | 07:24 |
 | Dragon Scale | 1 | 0.91% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Paladin Sword | 1 | 0.91% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Essence Ring | 2 | 1.82% | 9.5 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 20:00 | 19:00 | 19:00 | 21:00 | 21:00 | 21:00 | 02:00 | 01:28 |
 | Wraith Band | 1 | 0.91% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.91% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 00:00 | 00:00 |
 | Spell Prism | 2 | 1.82% | 6.0 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 40:30 | 40:00 | 40:00 | 41:00 | 41:00 | 41:00 | 01:00 | 00:44 |
 | Quickening Charm | 1 | 0.91% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.91% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Crown | 1 | 0.91% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 |
 | Tumbler's Toy | 1 | 0.91% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |