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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 | 51 | 12.94% | 100.0 | 72.55% | +25.90% | -3.32% | +4.37% | 0.97% | 38:57 | 24:14 | 33:20 | 37:45 | 41:14 | 1:05:36 | 07:54 | 05:51 |
 | Refresher Orb | 31 | 7.87% | 98.7 | 77.42% | +29.76% | -2.42% | -2.42% | 0.00% | 48:11 | 26:55 | 41:19 | 46:40 | 54:52 | 1:15:12 | 13:33 | 10:02 |
 | Void Stone | 97 | 24.62% | 97.3 | 65.98% | +21.20% | +0.69% | -3.48% | -0.28% | 32:32 | 09:13 | 24:30 | 32:04 | 39:38 | 59:58 | 15:08 | 11:12 |
 | Kaya and Sange | 77 | 19.54% | 96.0 | 63.64% | +16.95% | +20.57% | +4.78% | -1.48% | 32:14 | 17:30 | 26:51 | 30:15 | 37:30 | 56:57 | 10:39 | 07:53 |
 | Kaya | 82 | 20.81% | 94.7 | 62.20% | +15.41% | +18.75% | -2.20% | -1.84% | 30:04 | 17:01 | 23:34 | 28:50 | 34:58 | 56:57 | 11:24 | 08:26 |
 | Heart of Tarrasque | 78 | 19.80% | 93.3 | 58.97% | +11.19% | +11.03% | -6.34% | -1.84% | 27:59 | 14:33 | 21:33 | 28:01 | 30:59 | 1:04:40 | 09:26 | 06:59 |
 | Ring of Health | 125 | 31.73% | 92.0 | 56.00% | +8.79% | -7.61% | -4.39% | 0.11% | 19:08 | 00:56 | 03:25 | 16:13 | 32:25 | 59:58 | 29:00 | 21:28 |
 | Sange | 124 | 31.47% | 90.7 | 55.65% | +8.24% | +5.64% | -0.81% | -0.66% | 28:29 | 12:27 | 23:23 | 27:21 | 33:08 | 56:57 | 09:45 | 07:13 |
 | Blink Dagger | 240 | 60.91% | 89.3 | 52.50% | +6.40% | +14.17% | -10.83% | -2.78% | 25:51 | 10:21 | 20:59 | 24:08 | 29:59 | 55:02 | 09:00 | 06:40 |
 | Wind Lace | 337 | 85.53% | 88.0 | 50.74% | +5.13% | +4.02% | -3.12% | -1.70% | 05:17 | -01:30 | 03:16 | 05:33 | 07:28 | 45:33 | 04:12 | 03:06 |
 | Magic Wand | 357 | 90.61% | 86.7 | 50.42% | +4.47% | +1.27% | -7.72% | -2.54% | 08:20 | -01:30 | 06:13 | 08:06 | 09:45 | 27:39 | 03:32 | 02:37 |
 | Boots of Speed | 394 | 100.00% | 85.3 | 50.00% | +50.00% | +9.60% | -7.14% | -10.15% | 03:29 | -01:29 | 02:36 | 03:17 | 04:15 | 10:58 | 01:39 | 01:13 |
 | Magic Stick | 375 | 95.18% | 84.0 | 49.87% | -2.76% | +1.19% | -2.00% | -0.54% | 04:43 | -01:30 | 01:47 | 04:59 | 07:39 | 22:10 | 05:52 | 04:20 |
 | Boots of Bearing | 38 | 9.64% | 82.7 | 63.16% | +14.56% | +16.84% | +3.51% | -2.17% | 25:42 | 18:19 | 22:23 | 25:24 | 28:31 | 35:26 | 06:08 | 04:32 |
 | Arcane Boots | 46 | 11.68% | 81.3 | 60.87% | +12.31% | +5.80% | -6.32% | -3.19% | 08:37 | 03:44 | 06:37 | 08:24 | 10:25 | 14:38 | 03:48 | 02:48 |
 | Tranquil Boots | 48 | 12.18% | 80.0 | 60.42% | +11.87% | +6.25% | +14.58% | 0.52% | 19:26 | 04:37 | 09:57 | 21:48 | 25:54 | 35:26 | 15:57 | 11:48 |
 | Aghanim's Scepter | 121 | 30.71% | 78.7 | 53.72% | +5.37% | +6.28% | -7.05% | -1.58% | 31:45 | 18:39 | 26:53 | 30:58 | 35:19 | 1:08:30 | 08:26 | 06:14 |
 | Black King Bar | 324 | 82.23% | 77.3 | 49.69% | -1.74% | +8.33% | +3.40% | -0.82% | 20:53 | 12:20 | 16:54 | 18:53 | 22:56 | 56:14 | 06:02 | 04:28 |
 | Chainmail | 355 | 90.10% | 76.0 | 48.73% | -12.81% | +7.45% | -2.66% | -3.45% | 07:09 | 02:30 | 05:17 | 06:38 | 08:13 | 36:16 | 02:56 | 02:10 |
 | Phase Boots | 333 | 84.52% | 74.7 | 48.35% | -10.67% | +7.07% | -6.18% | -5.20% | 07:58 | 04:13 | 06:23 | 07:23 | 08:56 | 27:35 | 02:33 | 01:53 |
 | Scythe of Vyse | 22 | 5.58% | 73.3 | 68.18% | +19.26% | -1.51% | -8.18% | -0.71% | 38:59 | 28:00 | 33:40 | 36:31 | 43:07 | 54:23 | 09:27 | 07:00 |
 | Linken's Sphere | 24 | 6.09% | 72.0 | 66.67% | +17.75% | +33.33% | -33.34% | -6.46% | 36:24 | 23:04 | 28:29 | 34:40 | 38:48 | 58:04 | 10:19 | 07:38 |
 | Fluffy Hat | 13 | 3.30% | 70.7 | 76.92% | +27.84% | -10.25% | -10.25% | 0.00% | 20:08 | 08:09 | 09:08 | 20:34 | 24:41 | 37:30 | 15:33 | 11:31 |
 | Drum of Endurance | 56 | 14.21% | 69.3 | 57.14% | +8.32% | +7.15% | 0.00% | -1.30% | 14:10 | 08:40 | 10:25 | 11:49 | 15:55 | 40:53 | 05:30 | 04:04 |
 | Ring of Protection | 113 | 28.68% | 68.0 | 52.21% | +3.10% | -2.21% | +1.36% | 0.38% | 06:56 | -01:30 | -01:28 | 07:12 | 10:56 | 48:33 | 12:24 | 09:11 |
 | Aether Lens | 8 | 2.03% | 66.7 | 87.50% | +38.28% | +12.50% | +12.50% | 0.00% | 36:54 | 29:15 | 29:17 | 29:45 | 33:28 | 56:18 | 04:11 | 03:05 |
 | Force Staff | 8 | 2.03% | 65.3 | 87.50% | +38.28% | +12.50% | -37.50% | 0.00% | 28:36 | 17:30 | 23:45 | 26:02 | 35:30 | 37:30 | 11:45 | 08:42 |
 | Bottle | 171 | 43.40% | 64.0 | 49.12% | -1.55% | +6.69% | -0.28% | -6.97% | 01:56 | 00:13 | 01:22 | 01:32 | 01:44 | 50:14 | 00:22 | 00:16 |
 | Blade Mail | 79 | 20.05% | 62.7 | 53.16% | +3.95% | +21.84% | -18.16% | -21.24% | 13:26 | 09:00 | 11:52 | 12:38 | 13:45 | 28:00 | 01:53 | 01:23 |
 | Quelling Blade | 248 | 62.94% | 61.3 | 47.18% | -7.61% | +4.43% | +2.82% | 0.00% | -00:49 | -01:30 | -01:29 | -01:29 | -01:29 | 30:32 | 00:00 | 00:00 |
 | Aghanim's Shard | 23 | 5.84% | 60.0 | 65.22% | +16.16% | +18.11% | -15.22% | -2.20% | 36:03 | 16:39 | 25:57 | 36:14 | 41:08 | 1:09:30 | 15:11 | 11:14 |
 | Overwhelming Blink | 10 | 2.54% | 58.7 | 80.00% | +30.78% | -13.33% | +20.00% | 0.00% | 54:02 | 38:05 | 42:02 | 53:33 | 1:04:25 | 1:06:53 | 22:23 | 16:34 |
 | Lotus Orb | 36 | 9.14% | 57.3 | 58.33% | +9.17% | -2.77% | -25.00% | -1.26% | 27:45 | 12:42 | 18:31 | 26:44 | 36:11 | 54:17 | 17:40 | 13:05 |
 | Boots of Travel 2 | 12 | 3.05% | 56.0 | 75.00% | +25.79% | +25.00% | -41.67% | 0.00% | 58:26 | 45:19 | 50:07 | 58:54 | 60:20 | 1:17:51 | 10:13 | 07:34 |
 | Vanguard | 58 | 14.72% | 54.7 | 51.72% | +2.02% | +14.95% | -1.72% | -5.26% | 08:05 | 03:57 | 06:01 | 06:33 | 09:11 | 21:28 | 03:10 | 02:20 |
 | Soul Ring | 72 | 18.27% | 53.3 | 50.00% | 0.00% | +11.11% | +5.56% | -1.79% | 09:31 | 04:14 | 07:41 | 08:58 | 10:47 | 22:11 | 03:06 | 02:17 |
 | Buckler | 23 | 5.84% | 52.0 | 60.87% | +11.54% | +22.46% | -10.87% | -10.47% | 16:17 | 06:52 | 12:21 | 13:37 | 15:32 | 48:34 | 03:11 | 02:21 |
 | Headdress | 32 | 8.12% | 50.7 | 56.25% | +6.80% | +6.25% | -18.75% | -3.21% | 12:58 | 05:36 | 06:57 | 10:01 | 14:45 | 34:36 | 07:48 | 05:46 |
 | Guardian Greaves | 20 | 5.08% | 49.3 | 60.00% | +10.53% | +40.00% | -40.00% | -28.57% | 15:56 | 12:52 | 14:13 | 15:46 | 17:01 | 21:10 | 02:48 | 02:04 |
 | Helm of Iron Will | 16 | 4.06% | 48.0 | 62.50% | +13.03% | -12.50% | -12.50% | 0.00% | 19:46 | 08:50 | 12:39 | 18:15 | 23:28 | 36:53 | 10:49 | 08:00 |
 | Cornucopia | 16 | 4.06% | 46.7 | 62.50% | +13.03% | +37.50% | -37.50% | 0.00% | 40:03 | 23:55 | 26:51 | 41:24 | 45:46 | 56:17 | 18:55 | 14:00 |
 | Mekansm | 21 | 5.33% | 45.3 | 57.14% | +7.54% | +22.86% | -37.14% | -25.71% | 12:07 | 09:18 | 10:41 | 11:38 | 13:01 | 16:46 | 02:20 | 01:43 |
 | Octarine Core | 8 | 2.03% | 44.0 | 75.00% | +25.52% | -25.00% | +25.00% | 0.00% | 37:51 | 18:18 | 30:03 | 33:46 | 37:21 | 59:55 | 07:18 | 05:24 |
 | Heaven's Halberd | 35 | 8.88% | 42.7 | 48.57% | -1.57% | +18.10% | -4.13% | -2.75% | 29:34 | 18:12 | 25:40 | 29:29 | 33:45 | 41:43 | 08:05 | 05:59 |
 | Crimson Guard | 15 | 3.81% | 41.3 | 60.00% | +10.40% | -10.00% | +15.00% | 0.00% | 20:43 | 10:44 | 15:04 | 21:19 | 25:11 | 30:35 | 10:07 | 07:29 |
 | Boots of Travel | 11 | 2.79% | 40.0 | 63.64% | +14.03% | +36.36% | -30.31% | 0.00% | 41:05 | 35:18 | 37:03 | 37:35 | 44:13 | 56:07 | 07:10 | 05:18 |
 | Bracer | 38 | 9.64% | 38.7 | 42.11% | -8.73% | -22.11% | +13.45% | 15.69% | 03:45 | 01:16 | 02:04 | 02:43 | 04:20 | 16:54 | 02:16 | 01:40 |
 | Pipe of Insight | 15 | 3.81% | 37.3 | 53.33% | +3.46% | +21.67% | -3.33% | 0.00% | 22:29 | 14:50 | 17:19 | 22:06 | 25:09 | 35:09 | 07:50 | 05:48 |
 | Aeon Disk | 4 | 1.02% | 36.0 | 75.00% | +25.26% | +25.00% | -75.00% | 0.00% | 51:09 | 40:31 | 40:31 | 48:56 | 52:02 | 1:03:05 | 11:31 | 08:31 |
 | Assault Cuirass | 2 | 0.51% | 34.7 | 100.00% | +50.26% | 0.00% | 0.00% | 0.00% | 45:16 | 41:30 | 41:30 | 49:01 | 49:01 | 49:01 | 07:31 | 05:34 |
 | Aghanim's Blessing | 11 | 2.79% | 33.3 | 45.45% | -4.68% | -12.12% | -12.12% | 0.00% | 58:08 | 49:12 | 50:55 | 60:09 | 1:01:15 | 1:08:30 | 10:20 | 07:39 |
 | Falcon Blade | 5 | 1.27% | 32.0 | 60.00% | +10.13% | +40.00% | -60.00% | 0.00% | 10:08 | 08:57 | 08:57 | 09:22 | 10:52 | 12:21 | 01:55 | 01:25 |
 | Ghost Scepter | 5 | 1.27% | 30.7 | 60.00% | +10.13% | -60.00% | +40.00% | 0.00% | 32:01 | 25:17 | 25:17 | 32:39 | 34:50 | 37:32 | 09:33 | 07:04 |
 | Hood of Defiance | 9 | 2.28% | 29.3 | 44.44% | -5.69% | +5.56% | +5.56% | 0.00% | 20:59 | 14:13 | 16:11 | 21:05 | 21:47 | 30:49 | 05:36 | 04:08 |
 | Wraith Band | 8 | 2.03% | 28.0 | 37.50% | -12.76% | -37.50% | +12.50% | 0.00% | 10:11 | -01:29 | -01:29 | 01:45 | 22:45 | 28:09 | 24:14 | 17:57 |
 | Shadow Blade | 1 | 0.25% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.25% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.25% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Desolator | 1 | 0.25% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.25% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.25% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Radiance | 1 | 0.25% | 18.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.25% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |
 | Yasha | 1 | 0.25% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 1.27% | 14.7 | 40.00% | -10.13% | +60.00% | -40.00% | 0.00% | 40:39 | 17:01 | 17:01 | 45:39 | 46:48 | 51:06 | 29:47 | 22:03 |
 | Urn of Shadows | 2 | 0.51% | 13.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 10:23 | 06:11 | 06:11 | 14:34 | 14:34 | 14:34 | 08:23 | 06:12 |
 | Hand of Midas | 2 | 0.51% | 12.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:40 | 29:30 | 29:30 | 37:50 | 37:50 | 37:50 | 08:20 | 06:10 |
 | Spirit Vessel | 2 | 0.51% | 10.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 19:42 | 10:24 | 10:24 | 29:00 | 29:00 | 29:00 | 18:36 | 13:46 |
 | Wind Waker | 3 | 0.76% | 9.3 | 33.33% | -16.80% | +66.67% | 0.00% | 0.00% | 49:38 | 46:33 | 46:33 | 51:06 | 51:15 | 51:15 | 04:42 | 03:28 |
 | Diadem | 1 | 0.25% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.25% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.25% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:34 | 10:34 | 10:34 | 10:34 | 10:34 | 10:34 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.25% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.25% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Dagon | 1 | 0.25% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |