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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 | 32 | 29.91% | 100.0 | 65.63% | +26.96% | -3.13% | -15.63% | -1.27% | 35:18 | 27:41 | 30:06 | 34:20 | 39:57 | 48:04 | 09:51 | 07:17 |
 | Blink Dagger | 14 | 13.08% | 98.1 | 71.43% | +28.42% | +28.57% | -4.76% | -3.82% | 30:57 | 19:07 | 24:52 | 30:50 | 33:36 | 48:39 | 08:44 | 06:28 |
 | Ring of Protection | 21 | 19.63% | 96.2 | 61.90% | +18.88% | -1.90% | -1.90% | 0.00% | 01:52 | -01:29 | -01:29 | 01:50 | 04:27 | 09:01 | 05:56 | 04:23 |
 | Black King Bar | 67 | 62.62% | 94.3 | 50.75% | +10.75% | +8.07% | +13.96% | 1.05% | 24:10 | 18:21 | 20:35 | 23:39 | 26:12 | 45:31 | 05:37 | 04:09 |
 | Void Stone | 79 | 73.83% | 92.5 | 49.37% | +10.08% | +5.63% | -9.37% | -2.88% | 14:27 | 07:08 | 09:58 | 12:48 | 15:10 | 37:20 | 05:12 | 03:51 |
 | Magic Wand | 99 | 92.52% | 90.6 | 47.47% | +9.97% | -3.47% | +0.53% | 1.36% | 06:09 | 01:07 | 04:22 | 06:10 | 07:19 | 16:58 | 02:57 | 02:11 |
 | Magic Stick | 102 | 95.33% | 88.7 | 47.06% | +7.06% | -4.75% | -7.06% | -0.45% | 03:04 | -01:29 | 00:30 | 02:52 | 05:38 | 16:58 | 05:08 | 03:48 |
 | Boots of Speed | 107 | 100.00% | 86.8 | 46.73% | +46.73% | -5.99% | -5.99% | 0.00% | 05:17 | 02:03 | 03:47 | 04:47 | 06:07 | 19:05 | 02:20 | 01:43 |
 | Null Talisman | 64 | 59.81% | 84.9 | 50.00% | +8.14% | +18.75% | -6.25% | -12.10% | 03:32 | 01:20 | 02:09 | 03:27 | 04:13 | 08:22 | 02:04 | 01:31 |
 | Wind Lace | 93 | 86.92% | 83.0 | 46.24% | -3.76% | -2.76% | -7.11% | -0.86% | 10:25 | 03:20 | 06:38 | 09:29 | 11:41 | 30:51 | 05:03 | 03:44 |
 | Eul's Scepter of Divinity | 74 | 69.16% | 81.1 | 47.30% | +1.85% | +21.12% | -13.97% | -8.70% | 15:10 | 10:23 | 12:12 | 14:01 | 16:14 | 27:39 | 04:02 | 02:59 |
 | Quelling Blade | 6 | 5.61% | 79.2 | 83.33% | +38.78% | +16.67% | +16.67% | 0.00% | 04:15 | -01:29 | -01:29 | 05:09 | 06:36 | 10:26 | 08:05 | 05:59 |
 | Ring of Health | 39 | 36.45% | 77.4 | 51.28% | +7.16% | +8.72% | -1.28% | -1.45% | 18:09 | 08:57 | 10:53 | 14:59 | 17:47 | 47:05 | 06:54 | 05:06 |
 | Aghanim's Shard | 8 | 7.48% | 75.5 | 75.00% | +30.56% | -25.00% | +25.00% | 0.00% | 40:58 | 29:35 | 32:31 | 35:18 | 44:53 | 57:37 | 12:22 | 09:09 |
 | Hood of Defiance | 31 | 28.97% | 73.6 | 51.61% | +6.87% | +10.89% | -14.11% | -4.34% | 13:55 | 09:16 | 10:33 | 15:04 | 16:19 | 19:03 | 05:46 | 04:16 |
 | Urn of Shadows | 16 | 14.95% | 71.7 | 56.25% | +11.20% | +18.75% | +18.75% | 0.00% | 04:49 | 02:29 | 02:56 | 03:24 | 05:58 | 11:11 | 03:02 | 02:14 |
 | Bottle | 48 | 44.86% | 69.8 | 43.75% | -5.40% | -2.08% | +6.25% | 8.33% | 02:06 | 01:04 | 01:43 | 01:54 | 02:16 | 06:19 | 00:33 | 00:24 |
 | Heart of Tarrasque | 3 | 2.80% | 67.9 | 100.00% | +54.81% | 0.00% | 0.00% | 0.00% | 43:47 | 34:35 | 34:35 | 45:03 | 51:42 | 51:42 | 17:07 | 12:40 |
 | Aether Lens | 3 | 2.80% | 66.0 | 100.00% | +54.81% | 0.00% | 0.00% | 0.00% | 45:46 | 31:18 | 31:18 | 37:01 | 1:08:58 | 1:08:58 | 37:40 | 27:54 |
 | Aeon Disk | 17 | 15.89% | 64.2 | 52.94% | +7.38% | -27.94% | -2.94% | 2.73% | 32:04 | 20:43 | 26:40 | 30:52 | 35:50 | 50:25 | 09:10 | 06:47 |
 | Chainmail | 37 | 34.58% | 62.3 | 43.24% | -5.33% | -21.02% | +12.32% | 6.19% | 11:02 | 03:35 | 07:01 | 09:53 | 12:24 | 38:45 | 05:23 | 03:59 |
 | Medallion of Courage | 13 | 12.15% | 60.4 | 53.85% | +8.11% | +12.82% | -20.52% | -3.20% | 17:46 | 10:24 | 11:24 | 14:23 | 21:49 | 38:45 | 10:25 | 07:42 |
 | Sange | 16 | 14.95% | 58.5 | 50.00% | +3.85% | -25.00% | -25.00% | 0.00% | 24:14 | 14:21 | 19:22 | 23:19 | 27:27 | 37:01 | 08:05 | 05:59 |
 | Crown | 11 | 10.28% | 56.6 | 54.55% | +8.72% | +12.12% | +45.45% | 3.67% | 23:22 | 14:25 | 16:56 | 20:54 | 26:01 | 38:45 | 09:05 | 06:43 |
 | Blight Stone | 14 | 13.08% | 54.7 | 50.00% | +3.76% | 0.00% | -16.67% | -1.52% | 15:03 | -01:28 | 10:50 | 13:24 | 21:48 | 38:45 | 10:58 | 08:07 |
 | Kaya | 14 | 13.08% | 52.8 | 50.00% | +3.76% | +50.00% | -50.00% | -10.43% | 28:51 | 15:57 | 24:53 | 27:19 | 34:28 | 43:56 | 09:35 | 07:05 |
 | Refresher Orb | 6 | 5.61% | 50.9 | 66.67% | +21.13% | -16.67% | +33.33% | 0.00% | 48:26 | 34:42 | 43:18 | 47:25 | 54:54 | 59:30 | 11:36 | 08:35 |
 | Bracer | 9 | 8.41% | 49.1 | 55.56% | +9.64% | -5.56% | -5.56% | 0.00% | 02:15 | -01:29 | 00:50 | 01:53 | 03:05 | 06:21 | 02:15 | 01:40 |
 | Phase Boots | 25 | 23.36% | 47.2 | 40.00% | -8.78% | -23.33% | -6.67% | 4.06% | 10:41 | 05:45 | 07:31 | 09:56 | 11:37 | 25:52 | 04:06 | 03:02 |
 | Power Treads | 19 | 17.76% | 45.3 | 42.11% | -5.62% | +37.89% | -2.11% | -14.04% | 09:39 | 07:04 | 07:32 | 09:30 | 10:23 | 16:14 | 02:51 | 02:06 |
 | Tranquil Boots | 4 | 3.74% | 43.4 | 75.00% | +29.37% | +25.00% | -75.00% | 0.00% | 10:25 | 07:01 | 07:01 | 07:50 | 13:12 | 13:35 | 06:11 | 04:34 |
 | Lotus Orb | 4 | 3.74% | 41.5 | 75.00% | +29.37% | +25.00% | -75.00% | 0.00% | 32:04 | 28:32 | 28:32 | 30:00 | 31:42 | 38:03 | 03:10 | 02:20 |
 | Kaya and Sange | 10 | 9.35% | 39.6 | 50.00% | +3.61% | +50.00% | -50.00% | 0.00% | 30:19 | 19:54 | 27:19 | 27:58 | 34:49 | 44:22 | 07:30 | 05:33 |
 | Solar Crest | 10 | 9.35% | 37.7 | 50.00% | +3.61% | +16.67% | +50.00% | 0.00% | 23:50 | 15:09 | 17:25 | 20:08 | 29:19 | 38:45 | 11:54 | 08:48 |
 | Glimmer Cape | 2 | 1.87% | 35.8 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 25:46 | 23:14 | 23:14 | 28:17 | 28:17 | 28:17 | 05:03 | 03:44 |
 | Octarine Core | 2 | 1.87% | 34.0 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 53:39 | 38:20 | 38:20 | 1:08:58 | 1:08:58 | 1:08:58 | 30:38 | 22:41 |
 | Force Staff | 7 | 6.54% | 32.1 | 57.14% | +11.14% | -57.14% | -7.14% | 0.00% | 26:30 | 20:40 | 22:10 | 23:21 | 28:16 | 36:06 | 06:06 | 04:31 |
 | Fluffy Hat | 23 | 21.50% | 30.2 | 34.78% | -15.22% | -1.45% | -18.11% | -3.89% | 07:31 | -01:28 | 04:25 | 06:14 | 08:42 | 23:36 | 04:17 | 03:10 |
 | Arcane Boots | 12 | 11.21% | 28.3 | 41.67% | -5.70% | +25.00% | +25.00% | 0.00% | 23:12 | 08:32 | 13:02 | 19:17 | 30:08 | 49:19 | 17:06 | 12:40 |
 | Bloodstone | 3 | 2.80% | 26.4 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 27:03 | 22:12 | 22:12 | 27:31 | 31:26 | 31:26 | 09:14 | 06:50 |
 | Linken's Sphere | 4 | 3.74% | 24.5 | 50.00% | +3.40% | +50.00% | -50.00% | 0.00% | 34:12 | 28:49 | 28:49 | 31:20 | 37:20 | 39:17 | 08:31 | 06:18 |
 | Scythe of Vyse | 1 | 0.93% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.93% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Headdress | 5 | 4.67% | 18.9 | 40.00% | -7.06% | -40.00% | -40.00% | 0.00% | 10:26 | 05:16 | 05:16 | 11:22 | 12:14 | 14:43 | 06:58 | 05:09 |
 | Falcon Blade | 7 | 6.54% | 17.0 | 28.57% | -19.43% | +21.43% | +21.43% | 0.00% | 07:09 | 05:42 | 05:43 | 07:13 | 08:16 | 08:45 | 02:33 | 01:53 |
 | Ghost Scepter | 8 | 7.48% | 15.1 | 25.00% | -23.48% | +25.00% | -25.00% | 0.00% | 28:35 | 15:24 | 16:59 | 25:09 | 32:35 | 52:32 | 15:36 | 11:33 |
 | Heaven's Halberd | 2 | 1.87% | 13.2 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 22:51 | 22:26 | 22:26 | 23:15 | 23:15 | 23:15 | 00:49 | 00:36 |
 | Spirit Vessel | 2 | 1.87% | 11.3 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 17:02 | 15:49 | 15:49 | 18:15 | 18:15 | 18:15 | 02:26 | 01:48 |
 | Holy Locket | 3 | 2.80% | 9.4 | 33.33% | -13.79% | -33.33% | 0.00% | 0.00% | 17:22 | 12:01 | 12:01 | 13:44 | 26:22 | 26:22 | 14:21 | 10:37 |
 | Mekansm | 3 | 2.80% | 7.5 | 33.33% | -13.79% | -33.33% | 0.00% | 0.00% | 14:18 | 12:02 | 12:02 | 14:36 | 16:15 | 16:15 | 04:13 | 03:07 |
 | Soul Ring | 1 | 0.93% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.93% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 1.87% | 1.9 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 06:59 | 02:47 | 02:47 | 11:10 | 11:10 | 11:10 | 08:23 | 06:12 |