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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 | |
 | Linken's Sphere | 100 | 34.36% | 100.0 | 71.00% | +28.59% | +9.00% | +1.00% | -1.28% | 31:40 | 20:05 | 27:47 | 30:34 | 34:02 | 53:19 | 06:15 | 04:37 |
 | Harpoon | 45 | 15.46% | 98.8 | 75.56% | +27.59% | -2.83% | -2.83% | 0.00% | 37:06 | 15:58 | 32:54 | 37:07 | 41:29 | 56:50 | 08:35 | 06:21 |
 | Diadem | 43 | 14.78% | 97.6 | 74.42% | +26.03% | -10.78% | +7.40% | 1.60% | 34:35 | 09:33 | 28:12 | 36:08 | 39:32 | 56:36 | 11:20 | 08:23 |
 | Cornucopia | 109 | 37.46% | 96.5 | 67.89% | +25.03% | +2.48% | -4.93% | -1.02% | 30:44 | 06:42 | 26:47 | 29:57 | 34:04 | 53:19 | 07:17 | 05:23 |
 | Eye of Skadi | 28 | 9.62% | 95.3 | 78.57% | +29.14% | -7.14% | -7.14% | 0.00% | 36:22 | 27:49 | 31:00 | 33:33 | 38:07 | 59:44 | 07:07 | 05:16 |
 | Morbid Mask | 8 | 2.75% | 94.1 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 37:43 | 22:38 | 28:55 | 39:51 | 41:20 | 51:14 | 12:25 | 09:11 |
 | Daedalus | 66 | 22.68% | 92.9 | 68.18% | +20.62% | -3.47% | +6.82% | 0.87% | 37:38 | 25:00 | 31:09 | 37:31 | 42:55 | 51:27 | 11:46 | 08:42 |
 | Satanic | 7 | 2.41% | 91.8 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 38:57 | 23:03 | 30:48 | 41:29 | 42:49 | 51:27 | 12:01 | 08:54 |
 | Nullifier | 103 | 35.40% | 90.6 | 62.14% | +15.33% | +10.94% | -4.45% | -2.27% | 31:17 | 21:02 | 27:49 | 30:16 | 34:35 | 45:02 | 06:46 | 05:00 |
 | Boots of Travel | 16 | 5.50% | 89.4 | 81.25% | +30.70% | +18.75% | -6.25% | -3.54% | 41:17 | 27:04 | 38:28 | 41:58 | 45:32 | 53:20 | 07:04 | 05:14 |
 | Manta Style | 230 | 79.04% | 88.2 | 57.39% | +24.60% | +6.40% | -8.27% | -4.09% | 22:37 | 17:49 | 20:29 | 22:01 | 24:04 | 35:16 | 03:35 | 02:39 |
 | Helm of Iron Will | 108 | 37.11% | 87.1 | 59.26% | +11.17% | +3.70% | 0.00% | -0.49% | 29:46 | 15:44 | 25:57 | 28:52 | 33:33 | 43:39 | 07:36 | 05:37 |
 | Yasha | 239 | 82.13% | 85.9 | 55.23% | +16.77% | +9.77% | -6.90% | -5.41% | 18:42 | 12:51 | 16:38 | 17:58 | 19:43 | 35:13 | 03:05 | 02:17 |
 | Crystalys | 124 | 42.61% | 84.7 | 56.45% | +7.35% | +8.07% | +8.07% | 0.00% | 33:38 | 17:28 | 27:23 | 33:35 | 38:10 | 50:39 | 10:47 | 07:59 |
 | Echo Sabre | 278 | 95.53% | 83.5 | 52.88% | +14.42% | +4.26% | -13.75% | -8.06% | 14:02 | 10:15 | 12:45 | 13:43 | 14:59 | 32:45 | 02:14 | 01:39 |
 | Magic Wand | 279 | 95.88% | 82.4 | 52.69% | +11.02% | -2.69% | +3.02% | 2.05% | 05:25 | -01:30 | 03:53 | 05:00 | 06:40 | 18:33 | 02:47 | 02:03 |
 | Boots of Speed | 291 | 100.00% | 81.2 | 52.23% | +52.23% | -2.91% | +1.19% | 2.41% | 05:42 | 01:18 | 04:52 | 05:44 | 06:34 | 10:49 | 01:42 | 01:15 |
 | Bottle | 248 | 85.22% | 80.0 | 52.82% | +3.98% | +0.41% | +0.41% | 0.00% | 01:52 | 00:09 | 01:36 | 01:45 | 02:00 | 11:47 | 00:24 | 00:17 |
 | Power Treads | 290 | 99.66% | 78.8 | 52.07% | -47.93% | +10.94% | -9.01% | -11.97% | 08:13 | 04:44 | 07:22 | 08:05 | 09:02 | 12:10 | 01:40 | 01:14 |
 | Magic Stick | 277 | 95.19% | 77.6 | 51.99% | -5.15% | -2.71% | +4.53% | 4.10% | 03:27 | -01:29 | 02:23 | 03:00 | 04:09 | 17:55 | 01:46 | 01:18 |
 | Void Stone | 16 | 5.50% | 76.5 | 75.00% | +24.09% | -50.00% | +25.00% | 7.12% | 38:54 | 27:55 | 32:19 | 38:14 | 42:51 | 49:07 | 10:32 | 07:48 |
 | Scythe of Vyse | 11 | 3.78% | 75.3 | 81.82% | +30.75% | -15.15% | +18.18% | 5.22% | 41:04 | 32:10 | 36:28 | 41:31 | 42:51 | 49:07 | 06:23 | 04:43 |
 | Silver Edge | 29 | 9.97% | 74.1 | 65.52% | +14.76% | +5.91% | -8.38% | -1.53% | 37:05 | 25:39 | 31:36 | 36:56 | 40:57 | 51:03 | 09:21 | 06:55 |
 | Bracer | 245 | 84.19% | 72.9 | 50.20% | -12.84% | +0.62% | -12.50% | -9.84% | 04:00 | -00:26 | 03:10 | 03:44 | 04:30 | 16:22 | 01:20 | 00:59 |
 | Black King Bar | 51 | 17.53% | 71.8 | 56.86% | +5.61% | +12.37% | -18.40% | -3.36% | 35:37 | 19:14 | 30:25 | 34:25 | 39:34 | 57:28 | 09:09 | 06:46 |
 | Shadow Blade | 30 | 10.31% | 70.6 | 60.00% | +8.66% | +2.50% | -2.86% | -0.50% | 35:02 | 23:03 | 29:57 | 33:09 | 40:41 | 51:01 | 10:44 | 07:57 |
 | Wraith Band | 45 | 15.46% | 69.4 | 53.33% | +1.30% | -16.97% | +1.22% | 12.54% | 04:14 | -00:03 | 03:19 | 04:04 | 04:46 | 07:56 | 01:27 | 01:04 |
 | Assault Cuirass | 4 | 1.37% | 68.2 | 100.00% | +48.43% | 0.00% | 0.00% | 0.00% | 43:46 | 38:28 | 38:28 | 40:47 | 42:00 | 53:49 | 03:32 | 02:37 |
 | Boots of Travel 2 | 4 | 1.37% | 67.1 | 100.00% | +48.43% | 0.00% | 0.00% | 0.00% | 52:32 | 44:46 | 44:46 | 49:19 | 54:51 | 1:01:13 | 10:05 | 07:28 |
 | Buckler | 3 | 1.03% | 65.9 | 100.00% | +48.26% | 0.00% | 0.00% | 0.00% | 39:29 | 37:19 | 37:19 | 40:16 | 40:53 | 40:53 | 03:34 | 02:38 |
 | Chainmail | 3 | 1.03% | 64.7 | 100.00% | +48.26% | 0.00% | 0.00% | 0.00% | 26:27 | 12:26 | 12:26 | 13:47 | 53:08 | 53:08 | 40:42 | 30:08 |
 | Ring of Protection | 3 | 1.03% | 63.5 | 100.00% | +48.26% | 0.00% | 0.00% | 0.00% | 39:29 | 37:19 | 37:19 | 40:15 | 40:52 | 40:52 | 03:33 | 02:37 |
 | Orchid Malevolence | 5 | 1.72% | 62.4 | 80.00% | +28.25% | +20.00% | +20.00% | 0.00% | 38:22 | 26:30 | 26:30 | 39:18 | 43:40 | 43:44 | 17:10 | 12:42 |
 | Aghanim's Scepter | 18 | 6.19% | 61.2 | 50.00% | -2.38% | +10.00% | 0.00% | -0.70% | 28:23 | 16:33 | 20:21 | 25:21 | 34:38 | 56:53 | 14:17 | 10:34 |
 | Desolator | 34 | 11.68% | 60.0 | 38.24% | -15.85% | -4.91% | -13.24% | -1.00% | 26:35 | 17:26 | 20:51 | 24:19 | 29:11 | 55:24 | 08:20 | 06:10 |
 | Mage Slayer | 6 | 2.06% | 58.8 | 66.67% | +14.74% | -16.67% | -66.67% | -5.04% | 27:04 | 13:46 | 20:16 | 26:12 | 30:11 | 43:27 | 09:55 | 07:20 |
 | Quelling Blade | 27 | 9.28% | 57.6 | 37.04% | -16.75% | +5.82% | +34.39% | 0.00% | -00:40 | -01:29 | -01:29 | -01:29 | -01:29 | 08:07 | 00:00 | 00:00 |
 | Blight Stone | 31 | 10.65% | 56.5 | 35.48% | -18.75% | -10.48% | +2.02% | 1.58% | 21:07 | 11:45 | 15:38 | 20:00 | 23:32 | 43:59 | 07:54 | 05:51 |
 | Bloodthorn | 4 | 1.37% | 55.3 | 75.00% | +23.08% | +25.00% | +25.00% | 0.00% | 39:34 | 31:23 | 31:23 | 39:29 | 43:40 | 43:44 | 12:17 | 09:05 |
 | Ring of Health | 4 | 1.37% | 54.1 | 75.00% | +23.08% | -75.00% | +25.00% | 0.00% | 30:58 | 10:18 | 10:18 | 32:18 | 38:14 | 43:01 | 27:56 | 20:41 |
 | Javelin | 4 | 1.37% | 52.9 | 75.00% | +23.08% | -75.00% | +25.00% | 0.00% | 35:59 | 26:34 | 26:34 | 29:43 | 38:01 | 49:39 | 11:27 | 08:28 |
 | Wind Lace | 10 | 3.44% | 51.8 | 50.00% | -2.31% | -16.67% | -50.00% | -2.87% | 13:40 | 04:25 | 04:49 | 13:44 | 16:25 | 30:39 | 11:36 | 08:35 |
 | Monkey King Bar | 2 | 0.69% | 50.6 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 44:03 | 38:05 | 38:05 | 50:00 | 50:00 | 50:00 | 11:55 | 08:49 |
 | Crown | 2 | 0.69% | 49.4 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 19:16 | 14:35 | 14:35 | 23:57 | 23:57 | 23:57 | 09:22 | 06:56 |
 | Octarine Core | 2 | 0.69% | 48.2 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 35:17 | 32:19 | 32:19 | 38:14 | 38:14 | 38:14 | 05:55 | 04:22 |
 | Witch Blade | 2 | 0.69% | 47.1 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 33:55 | 14:41 | 14:41 | 53:08 | 53:08 | 53:08 | 38:27 | 28:28 |
 | Revenant's Brooch | 2 | 0.69% | 45.9 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 45:08 | 36:39 | 36:39 | 53:36 | 53:36 | 53:36 | 16:57 | 12:33 |
 | Mask of Madness | 2 | 0.69% | 44.7 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 33:36 | 32:47 | 32:47 | 34:24 | 34:24 | 34:24 | 01:37 | 01:11 |
 | Aghanim's Shard | 6 | 2.06% | 43.5 | 50.00% | -2.28% | 0.00% | -50.00% | -3.23% | 44:50 | 34:02 | 36:00 | 43:03 | 51:28 | 60:05 | 15:28 | 11:27 |
 | Blink Dagger | 11 | 3.78% | 42.4 | 36.36% | -16.50% | -3.03% | -3.03% | 0.00% | 38:51 | 21:43 | 33:42 | 36:49 | 44:41 | 54:25 | 10:59 | 08:08 |
 | Sange | 12 | 4.12% | 41.2 | 33.33% | -19.72% | 0.00% | -33.33% | -3.47% | 23:33 | 16:58 | 17:14 | 22:38 | 26:50 | 33:19 | 09:36 | 07:06 |
 | Heaven's Halberd | 9 | 3.09% | 40.0 | 33.33% | -19.51% | +16.67% | -33.33% | -5.24% | 25:16 | 19:55 | 20:33 | 22:11 | 30:06 | 34:08 | 09:33 | 07:04 |
 | Moon Shard | 1 | 0.34% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.34% | 37.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:19 | 18:19 | 18:19 | 18:19 | 18:19 | 18:19 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.34% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.34% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.34% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.34% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.34% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.34% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.34% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:29 | 58:29 | 58:29 | 58:29 | 58:29 | 58:29 | 00:00 | 00:00 |
 | Radiance | 1 | 0.34% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.34% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.34% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.34% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Diffusal Blade | 5 | 1.72% | 23.5 | 40.00% | -12.45% | +60.00% | +60.00% | 0.00% | 27:56 | 13:08 | 13:08 | 24:55 | 27:27 | 49:19 | 14:19 | 10:36 |
 | Shiva's Guard | 2 | 0.69% | 22.4 | 50.00% | -2.25% | +50.00% | 0.00% | 0.00% | 35:57 | 35:05 | 35:05 | 36:49 | 36:49 | 36:49 | 01:44 | 01:17 |
 | Maelstrom | 2 | 0.69% | 21.2 | 50.00% | -2.25% | -50.00% | 0.00% | 0.00% | 28:09 | 26:34 | 26:34 | 29:43 | 29:43 | 29:43 | 03:09 | 02:20 |
 | Aghanim's Blessing | 2 | 0.69% | 20.0 | 50.00% | -2.25% | +50.00% | 0.00% | 0.00% | 45:42 | 34:30 | 34:30 | 56:53 | 56:53 | 56:53 | 22:23 | 16:34 |
 | Kaya and Sange | 3 | 1.03% | 18.8 | 33.33% | -19.10% | -33.33% | 0.00% | 0.00% | 28:51 | 25:33 | 25:33 | 28:19 | 32:42 | 32:42 | 07:09 | 05:17 |
 | Battle Fury | 3 | 1.03% | 17.6 | 33.33% | -19.10% | +66.67% | 0.00% | 0.00% | 15:40 | 14:25 | 14:25 | 15:05 | 17:31 | 17:31 | 03:06 | 02:17 |
 | Divine Rapier | 5 | 1.72% | 16.5 | 20.00% | -32.80% | +80.00% | -20.00% | -17.24% | 46:26 | 41:26 | 41:26 | 45:40 | 47:14 | 55:37 | 05:48 | 04:17 |
 | Kaya | 5 | 1.72% | 15.3 | 20.00% | -32.80% | -20.00% | -20.00% | 0.00% | 24:13 | 20:18 | 20:18 | 23:14 | 24:14 | 32:25 | 03:56 | 02:54 |
 | Dagon (level 3) | 1 | 0.34% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.34% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.34% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.34% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.34% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.34% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.34% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Dagon | 1 | 0.34% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.34% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 0.69% | 3.5 | 0.00% | -52.60% | 0.00% | 0.00% | 0.00% | 29:37 | 28:00 | 28:00 | 31:13 | 31:13 | 31:13 | 03:13 | 02:22 |
 | Hand of Midas | 1 | 0.34% | 2.4 | 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 |
 | Ghost Scepter | 1 | 0.34% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 00:00 | 00:00 |