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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 | |
 | Mekansm | 43 | 15.09% | 100.0 | 65.12% | +20.49% | -1.48% | -10.57% | -1.73% | 15:41 | 10:07 | 12:07 | 14:51 | 17:22 | 32:27 | 05:15 | 03:53 |
 | Bloodstone | 103 | 36.14% | 98.3 | 58.25% | +16.49% | +14.83% | -4.40% | -2.38% | 28:24 | 16:01 | 23:57 | 28:07 | 32:01 | 45:52 | 08:04 | 05:58 |
 | Guardian Greaves | 31 | 10.88% | 96.7 | 67.74% | +22.46% | +19.76% | -17.74% | -7.53% | 21:28 | 13:29 | 17:55 | 19:53 | 22:54 | 36:50 | 04:59 | 03:41 |
 | Buckler | 33 | 11.58% | 95.0 | 66.67% | +21.43% | -16.67% | -29.17% | -2.07% | 19:14 | 12:14 | 15:13 | 18:42 | 21:15 | 36:30 | 06:02 | 04:28 |
 | Headdress | 46 | 16.14% | 93.3 | 63.04% | +18.27% | +11.96% | -8.49% | -3.20% | 12:50 | 04:44 | 09:40 | 11:53 | 16:04 | 32:27 | 06:24 | 04:44 |
 | Chainmail | 46 | 16.14% | 91.7 | 63.04% | +18.27% | -4.71% | -8.49% | -0.66% | 13:42 | 06:28 | 09:38 | 12:13 | 15:24 | 32:30 | 05:46 | 04:16 |
 | Kaya | 201 | 70.53% | 90.0 | 51.24% | +11.95% | +12.76% | -15.24% | -3.37% | 23:09 | 09:50 | 18:38 | 22:51 | 26:56 | 44:56 | 08:18 | 06:08 |
 | Arcane Boots | 117 | 41.05% | 88.3 | 52.99% | +8.94% | -4.71% | +9.08% | 4.62% | 09:26 | 04:23 | 06:39 | 08:04 | 09:38 | 34:49 | 02:59 | 02:12 |
 | Sange | 90 | 31.58% | 86.7 | 54.44% | +9.82% | -2.27% | -8.99% | -0.80% | 23:41 | 12:43 | 19:26 | 22:17 | 27:47 | 41:29 | 08:21 | 06:11 |
 | Aeon Disk | 26 | 9.12% | 85.0 | 65.38% | +19.43% | +6.05% | -32.05% | -3.48% | 36:12 | 19:00 | 31:16 | 37:07 | 42:12 | 50:52 | 10:56 | 08:05 |
 | Ring of Health | 114 | 40.00% | 83.3 | 52.63% | +8.19% | +2.54% | +0.94% | -0.31% | 14:14 | 04:08 | 10:43 | 12:52 | 15:57 | 38:31 | 05:14 | 03:52 |
 | Hood of Defiance | 110 | 38.60% | 81.7 | 52.73% | +8.16% | +0.84% | -4.58% | -1.11% | 13:50 | 06:57 | 11:04 | 12:51 | 15:58 | 31:58 | 04:54 | 03:37 |
 | Kaya and Sange | 79 | 27.72% | 80.0 | 54.43% | +9.28% | +0.57% | -9.43% | -1.36% | 25:51 | 13:17 | 21:40 | 24:51 | 29:00 | 41:47 | 07:20 | 05:25 |
 | Boots of Speed | 285 | 100.00% | 78.3 | 47.72% | +47.72% | +7.21% | -13.92% | -11.53% | 04:38 | 00:57 | 03:37 | 04:31 | 05:27 | 10:03 | 01:50 | 01:21 |
 | Magic Wand | 245 | 85.96% | 76.7 | 48.16% | +3.16% | +1.02% | -13.73% | -4.02% | 06:23 | -01:29 | 04:10 | 05:45 | 07:50 | 25:22 | 03:40 | 02:42 |
 | Void Stone | 223 | 78.25% | 75.0 | 47.98% | +1.21% | -3.34% | -1.55% | 0.35% | 13:53 | 05:28 | 09:49 | 12:05 | 14:57 | 51:09 | 05:08 | 03:48 |
 | Ring of Protection | 37 | 12.98% | 73.3 | 59.46% | +13.49% | -26.13% | -26.13% | 0.00% | 19:00 | 03:57 | 13:15 | 18:17 | 21:18 | 39:02 | 08:03 | 05:57 |
 | Eul's Scepter of Divinity | 210 | 73.68% | 71.7 | 48.10% | +1.43% | +8.50% | -1.95% | -2.66% | 14:49 | 09:08 | 11:38 | 13:12 | 15:34 | 51:18 | 03:56 | 02:54 |
 | Magic Stick | 251 | 88.07% | 70.0 | 47.41% | -2.59% | +0.21% | -10.90% | -2.95% | 04:06 | -01:29 | 02:08 | 03:27 | 05:54 | 17:43 | 03:46 | 02:47 |
 | Shiva's Guard | 56 | 19.65% | 68.3 | 55.36% | +9.51% | +8.93% | -12.50% | -3.08% | 35:45 | 22:43 | 31:33 | 34:50 | 38:31 | 60:57 | 06:58 | 05:09 |
 | Blink Dagger | 48 | 16.84% | 66.7 | 56.25% | +10.26% | +2.08% | -14.58% | -1.49% | 30:49 | 10:12 | 24:24 | 32:00 | 35:34 | 48:48 | 11:10 | 08:16 |
 | Wind Lace | 248 | 87.02% | 65.0 | 46.77% | -7.28% | +4.84% | -3.22% | -1.58% | 10:06 | -01:29 | 06:28 | 08:02 | 11:35 | 45:13 | 05:07 | 03:47 |
 | Null Talisman | 221 | 77.54% | 63.3 | 46.61% | -4.95% | +9.75% | -4.79% | -6.56% | 03:53 | -00:10 | 02:43 | 03:39 | 04:56 | 16:09 | 02:13 | 01:38 |
 | Eternal Shroud | 62 | 21.75% | 61.7 | 53.23% | +7.04% | -15.73% | +20.10% | 5.08% | 20:49 | 12:01 | 16:34 | 19:56 | 23:37 | 38:37 | 07:03 | 05:13 |
 | Bottle | 208 | 72.98% | 60.0 | 45.67% | -7.58% | +15.87% | -12.98% | -26.63% | 02:13 | 00:16 | 01:27 | 01:49 | 02:32 | 09:34 | 01:05 | 00:48 |
 | Pipe of Insight | 9 | 3.16% | 58.3 | 77.78% | +31.04% | -27.78% | +22.22% | 0.00% | 19:15 | 15:23 | 16:54 | 18:22 | 20:45 | 24:00 | 03:51 | 02:51 |
 | Aether Lens | 13 | 4.56% | 56.7 | 69.23% | +22.54% | -2.56% | -2.56% | 0.00% | 29:26 | 14:32 | 24:36 | 27:35 | 33:55 | 44:03 | 09:19 | 06:54 |
 | Black King Bar | 133 | 46.67% | 55.0 | 42.86% | -9.11% | +2.59% | +5.62% | 0.41% | 26:58 | 16:55 | 22:18 | 26:04 | 29:44 | 53:55 | 07:26 | 05:30 |
 | Octarine Core | 6 | 2.11% | 53.3 | 83.33% | +36.38% | +16.67% | -83.33% | 0.00% | 36:29 | 28:45 | 32:52 | 33:00 | 42:48 | 44:03 | 09:56 | 07:21 |
 | Bracer | 22 | 7.72% | 51.7 | 54.55% | +7.40% | +12.12% | -34.55% | -11.92% | 04:38 | 01:13 | 02:28 | 02:59 | 06:23 | 12:19 | 03:55 | 02:54 |
 | Aghanim's Shard | 58 | 20.35% | 50.0 | 41.38% | -7.96% | +18.62% | -12.81% | -3.24% | 33:51 | 20:08 | 29:18 | 33:14 | 39:00 | 52:13 | 09:42 | 07:11 |
 | Fluffy Hat | 11 | 3.86% | 48.3 | 54.55% | +7.10% | +12.12% | -21.22% | 0.00% | 14:00 | -01:20 | 06:00 | 08:45 | 13:52 | 1:03:19 | 07:52 | 05:49 |
 | Heart of Tarrasque | 6 | 2.11% | 46.7 | 66.67% | +19.36% | +33.33% | -66.67% | 0.00% | 40:13 | 30:12 | 31:31 | 42:30 | 43:15 | 51:08 | 11:44 | 08:41 |
 | Force Staff | 9 | 3.16% | 45.0 | 55.56% | +8.10% | -5.56% | -55.56% | 0.00% | 23:41 | 10:52 | 16:12 | 17:23 | 20:37 | 1:03:19 | 04:25 | 03:16 |
 | Wind Waker | 10 | 3.51% | 43.3 | 50.00% | +2.36% | +50.00% | 0.00% | 0.00% | 49:53 | 37:42 | 46:23 | 51:02 | 52:33 | 1:02:12 | 06:10 | 04:34 |
 | Solar Crest | 7 | 2.46% | 41.7 | 57.14% | +9.66% | -7.14% | +42.86% | 0.00% | 27:55 | 19:18 | 21:48 | 25:24 | 29:43 | 40:47 | 07:55 | 05:51 |
 | Orb of Venom | 2 | 0.70% | 40.0 | 100.00% | +52.65% | 0.00% | 0.00% | 0.00% | 08:24 | 07:38 | 07:38 | 09:10 | 09:10 | 09:10 | 01:32 | 01:08 |
 | Ring of Basilius | 2 | 0.70% | 38.3 | 100.00% | +52.65% | 0.00% | 0.00% | 0.00% | 05:25 | 02:57 | 02:57 | 07:52 | 07:52 | 07:52 | 04:55 | 03:38 |
 | Scythe of Vyse | 8 | 2.81% | 36.7 | 50.00% | +2.35% | 0.00% | 0.00% | 0.00% | 39:04 | 30:57 | 33:46 | 39:28 | 41:04 | 47:15 | 07:18 | 05:24 |
 | Lotus Orb | 8 | 2.81% | 35.0 | 50.00% | +2.35% | 0.00% | 0.00% | 0.00% | 32:18 | 24:21 | 25:52 | 27:33 | 36:52 | 40:18 | 11:00 | 08:08 |
 | Medallion of Courage | 8 | 2.81% | 33.3 | 50.00% | +2.35% | 0.00% | +50.00% | 0.00% | 24:36 | 14:27 | 16:54 | 21:44 | 31:59 | 34:17 | 15:05 | 11:10 |
 | Ghost Scepter | 20 | 7.02% | 31.7 | 35.00% | -13.68% | +5.00% | -15.00% | -2.10% | 29:02 | 16:08 | 22:26 | 30:01 | 31:58 | 49:56 | 09:32 | 07:03 |
 | Blight Stone | 9 | 3.16% | 30.0 | 44.44% | -3.39% | -44.44% | +55.56% | 0.00% | 21:28 | -01:29 | 14:27 | 21:44 | 31:59 | 32:52 | 17:32 | 12:59 |
 | Crown | 7 | 2.46% | 28.3 | 42.86% | -4.98% | +7.14% | +7.14% | 0.00% | 20:44 | 09:38 | 17:59 | 19:00 | 21:44 | 33:24 | 03:45 | 02:46 |
 | Quelling Blade | 8 | 2.81% | 26.7 | 37.50% | -10.51% | +12.50% | +12.50% | 0.00% | 05:15 | -01:29 | -01:29 | -01:28 | 05:50 | 22:16 | 07:19 | 05:25 |
 | Aghanim's Scepter | 4 | 1.40% | 25.0 | 50.00% | +2.31% | -50.00% | -50.00% | 0.00% | 37:07 | 24:01 | 24:01 | 25:16 | 48:31 | 50:39 | 24:30 | 18:08 |
 | Overwhelming Blink | 1 | 0.35% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.35% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.35% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 |
 | Tranquil Boots | 7 | 2.46% | 18.3 | 28.57% | -19.63% | -28.57% | +21.43% | 0.00% | 17:06 | 07:08 | 11:02 | 12:08 | 12:45 | 45:13 | 01:43 | 01:16 |
 | Arcane Blink | 2 | 0.70% | 16.7 | 50.00% | +2.30% | -50.00% | 0.00% | 0.00% | 45:39 | 44:04 | 44:04 | 47:14 | 47:14 | 47:14 | 03:10 | 02:20 |
 | Soul Ring | 2 | 0.70% | 15.0 | 50.00% | +2.30% | -50.00% | 0.00% | 0.00% | 10:13 | 09:42 | 09:42 | 10:44 | 10:44 | 10:44 | 01:02 | 00:45 |
 | Linken's Sphere | 3 | 1.05% | 13.3 | 33.33% | -14.54% | -33.33% | 0.00% | 0.00% | 36:04 | 30:59 | 30:59 | 38:31 | 38:41 | 38:41 | 07:42 | 05:42 |
 | Heaven's Halberd | 6 | 2.11% | 11.7 | 16.67% | -31.72% | -16.67% | -16.67% | 0.00% | 30:36 | 18:38 | 24:10 | 27:43 | 37:21 | 38:57 | 13:11 | 09:45 |
 | Urn of Shadows | 1 | 0.35% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.35% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.35% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.35% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.35% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 00:00 | 00:00 |