Every score for every platform on one page — 34 platforms · 10 categories · 145 criteria
| Composite Scores | ||||||||||||||||||||||||||||||||||
| Capability | 66 | ⭐76 | 61 | 44 | 67 | 66 | 54 | 56 | 62 | 39 | 42 | 57 | 58 | 52 | ☠️35 | 59 | 61 | 58 | 57 | 66 | 65 | 54 | 49 | 53 | 69 | 57 | 72 | 58 | 55 | 61 | 47 | 54 | 61 | 58 |
| Cost Efficiency | 41 | ☠️24 | 40 | 67 | 65 | 56 | 65 | 66 | 72 | 73 | 30 | 66 | 68 | 42 | 69 | 52 | 68 | 46 | 48 | 40 | 43 | ⭐80 | 69 | 34 | 76 | 24 | 39 | 42 | 40 | 72 | 77 | 72 | 55 | 56 |
| Build Simplicity | 46 | ☠️22 | 54 | 47 | 63 | 66 | 64 | 68 | 53 | 68 | 31 | 62 | 65 | 36 | 52 | 48 | 65 | 43 | 53 | 51 | 54 | 65 | ⭐72 | 41 | 68 | 33 | 60 | 52 | 40 | 69 | 68 | 67 | 64 | 62 |
| Operational Ease | 50 | 40 | 50 | 47 | 58 | 65 | 53 | 48 | 50 | 61 | 36 | 65 | 57 | 50 | 50 | 53 | 62 | 43 | 47 | 49 | 63 | 47 | 66 | 58 | ⭐66 | ☠️31 | 50 | 44 | 61 | 61 | 48 | 60 | 65 | 60 |
| Platform Velocity | 62 | 72 | 61 | 52 | 71 | 66 | 64 | 68 | 72 | 62 | 42 | 79 | 65 | 51 | ☠️39 | 63 | 62 | 52 | 56 | 64 | 60 | 74 | 60 | 72 | 78 | 43 | 67 | 58 | 51 | 68 | 72 | 68 | 58 | ⭐81 |
| Use-Case Fit | ||||||||||||||||||||||||||||||||||
| Marketing | 66 | 81 | 68 | 57 | 46 | 53 | 44 | 37 | 58 | 51 | ☠️31 | ⭐82 | 41 | 65 | 38 | 66 | 47 | 54 | 59 | 69 | 67 | 47 | 50 | 45 | 49 | 68 | 74 | 69 | 60 | 58 | 32 | 55 | 55 | 64 |
| Commerce | 55 | 78 | ⭐78 | 38 | 43 | 42 | 54 | 36 | 55 | 23 | ☠️15 | 33 | 47 | 35 | 22 | 50 | 36 | 58 | 43 | 73 | 60 | 36 | 40 | 50 | 43 | 40 | 60 | 44 | 27 | 39 | 35 | 48 | 57 | 59 |
| Intranet | 63 | 61 | 48 | 57 | 50 | 46 | 40 | 46 | 72 | ☠️30 | 76 | 44 | 49 | 63 | 47 | 53 | 55 | ⭐83 | 59 | 64 | 56 | 53 | 34 | 76 | 50 | 69 | 70 | 56 | 55 | 46 | 44 | 62 | 30 | 49 |
| Multi-Brand | 73 | ⭐86 | 62 | 61 | 53 | 58 | 55 | 46 | 62 | 33 | 59 | 40 | 53 | 64 | 30 | 56 | 47 | 65 | 61 | 66 | 60 | 46 | 51 | 52 | 58 | 66 | 76 | 61 | 57 | 55 | ☠️30 | 62 | 68 | 64 |
| 1. Core Content Management | ||||||||||||||||||||||||||||||||||
| 1. Core Content Management | 75 | 80 | 62 | 58 | 75 | 75 | 72 | 70 | 71 | 49 | 48 | 55 | 72 | 63 | ☠️45 | 66 | 71 | 64 | 67 | 77 | 69 | 72 | 63 | 49 | ⭐83 | 60 | 73 | 63 | 63 | 73 | 60 | 65 | 67 | 62 |
| Content Modeling | ||||||||||||||||||||||||||||||||||
1.1.1Content type flexibility | 90 | 83 | 63 | 58 | 78 | 78 | 80 | 78 | 88 | ☠️32 | 52 | 48 | 78 | 65 | 45 | 72 | 72 | 70 | 70 | 90 | 72 | 88 | 70 | 48 | ⭐95 | 74 | 72 | 65 | 62 | 72 | 72 | 78 | 62 | 65 |
1.1.2Content relationships | 82 | 78 | 58 | 60 | 68 | 66 | 75 | 80 | 82 | ☠️32 | 48 | 40 | 82 | 62 | 32 | 62 | 60 | 63 | 60 | 82 | 69 | ⭐86 | 58 | 55 | 82 | 65 | 72 | 65 | 58 | 58 | 62 | 65 | 55 | 55 |
1.1.3Structured content support | 85 | 85 | 62 | 60 | 72 | 75 | 82 | 72 | 80 | 55 | 50 | 50 | 75 | 68 | ☠️37 | 70 | 78 | 62 | 72 | 88 | 74 | 90 | 68 | 40 | ⭐95 | 73 | 78 | 63 | 65 | 82 | 72 | 72 | 80 | 62 |
1.1.4Content validation | 76 | 68 | 55 | 62 | 75 | 62 | 73 | 72 | 78 | 35 | 45 | 45 | 72 | 60 | 38 | 68 | 58 | 60 | 65 | 82 | 70 | 85 | ☠️22 | 60 | ⭐88 | 58 | 68 | 60 | 62 | 55 | 65 | 70 | 58 | 50 |
1.1.5Content versioning | 75 | 82 | 67 | 70 | 78 | 80 | 78 | 70 | 80 | 55 | 55 | 65 | 66 | 70 | 65 | 75 | 72 | 70 | 72 | ⭐88 | 72 | 82 | 68 | ☠️38 | 78 | 85 | 82 | 65 | 68 | 77 | 62 | 77 | 65 | 72 |
| Authoring Experience | ||||||||||||||||||||||||||||||||||
1.2.1Visual/WYSIWYG editing | 78 | 88 | 73 | 82 | 60 | 75 | 58 | 65 | 73 | 62 | 62 | 78 | 58 | 72 | 55 | 76 | 68 | 72 | 82 | 80 | 80 | 55 | 70 | 65 | 72 | 60 | 76 | 72 | 76 | ⭐92 | ☠️48 | 65 | 88 | 76 |
1.2.2Rich text capabilities | 76 | 73 | 55 | 62 | 75 | 75 | 75 | 58 | 75 | 67 | 48 | 62 | 70 | 58 | 52 | 65 | 65 | 58 | 70 | 75 | 65 | 83 | 65 | ☠️40 | ⭐92 | 60 | 70 | 60 | 60 | 73 | 55 | 70 | 64 | 72 |
1.2.3Media management | 80 | ⭐91 | 60 | 52 | 78 | 75 | 76 | 78 | 72 | 50 | 57 | 65 | 68 | 62 | 54 | 70 | 65 | 68 | 78 | 72 | 68 | 73 | 80 | 45 | 75 | 62 | 74 | 68 | 68 | 74 | 70 | 72 | ☠️42 | 60 |
1.2.4Real-time collaboration | 42 | 54 | 40 | 40 | 55 | 55 | 72 | 75 | 30 | 42 | 30 | 38 | 52 | 45 | 22 | 35 | 70 | 35 | 45 | 32 | 50 | 30 | 72 | 30 | ⭐90 | 28 | 48 | 45 | 45 | 52 | 30 | ☠️20 | 48 | 35 |
1.2.5Content workflows | 72 | ⭐88 | 72 | 68 | 70 | 85 | 62 | 60 | 75 | ☠️40 | 62 | 57 | 72 | 72 | 55 | 75 | 78 | 75 | 70 | 78 | 73 | 48 | 42 | 57 | 62 | 78 | 83 | 70 | 72 | 76 | 45 | 62 | 72 | 52 |
| Content Delivery | ||||||||||||||||||||||||||||||||||
1.3.1API delivery model | 78 | 79 | 64 | 58 | ⭐88 | 82 | 78 | 82 | 78 | 62 | ☠️50 | 55 | 84 | 72 | 55 | 68 | 75 | 72 | 68 | 82 | 72 | 85 | 78 | 53 | 88 | 55 | 78 | 70 | 62 | 76 | 77 | 72 | 68 | 72 |
1.3.2CDN and edge delivery | 72 | ⭐89 | 62 | 38 | 82 | 78 | 60 | 45 | 45 | 42 | 30 | 70 | 75 | 62 | ☠️25 | 52 | 78 | 55 | 55 | 75 | 70 | 35 | 72 | 57 | 82 | 40 | 80 | 52 | 72 | 78 | 40 | 48 | 84 | 82 |
1.3.3Webhooks and event system | 62 | 72 | 60 | 40 | 80 | 78 | 62 | 60 | 50 | 60 | ☠️35 | 53 | 78 | 52 | 45 | 58 | 70 | 62 | 58 | 62 | 62 | 72 | 48 | 45 | ⭐83 | 38 | 62 | 60 | 52 | 70 | 65 | 62 | 70 | 60 |
1.3.4Multi-channel output | 68 | 82 | 63 | 48 | 88 | 82 | 68 | 75 | 70 | 58 | 42 | ☠️38 | 82 | 58 | 40 | 62 | 78 | 63 | 60 | 78 | 63 | 80 | 58 | 42 | ⭐90 | 48 | 74 | 62 | 58 | 78 | 70 | 65 | 78 | 55 |
| 2. Platform Capabilities | ||||||||||||||||||||||||||||||||||
| 2. Platform Capabilities | 67 | ⭐78 | 65 | 41 | 53 | 61 | 48 | 40 | 52 | 34 | 42 | 57 | 47 | 54 | ☠️31 | 55 | 48 | 54 | 56 | 61 | 64 | 37 | 41 | 51 | 48 | 60 | 67 | 58 | 58 | 49 | 37 | 45 | 55 | 54 |
| Personalization & Experimentation | ||||||||||||||||||||||||||||||||||
2.1.1Audience segmentation | 72 | 85 | 82 | 35 | 40 | 73 | 20 | 22 | 25 | 25 | 58 | 75 | 22 | 72 | 15 | 68 | 25 | 62 | 70 | 75 | 78 | ☠️10 | 25 | 65 | 10 | ⭐88 | 66 | 68 | 68 | 20 | 10 | 22 | 72 | 25 |
2.1.2Content personalization | 65 | ⭐88 | 78 | 38 | 52 | 70 | 30 | 28 | 25 | 30 | 60 | 68 | 48 | 68 | 18 | 65 | 30 | 60 | 68 | 55 | 76 | ☠️10 | 35 | 60 | 35 | 82 | 67 | 68 | 65 | 40 | 10 | 22 | 80 | 20 |
2.1.3A/B and multivariate testing | 62 | 82 | 75 | 20 | 42 | 63 | 25 | 15 | 15 | 15 | 30 | 72 | 22 | 65 | 8 | 62 | 15 | 52 | 58 | ⭐90 | 90 | 28 | 20 | 20 | 25 | 72 | 55 | 68 | 60 | 35 | ☠️5 | 18 | 72 | 20 |
2.1.4Recommendation engine | 55 | 75 | ⭐85 | 15 | 18 | 48 | 15 | 12 | 15 | 12 | 15 | 20 | 10 | 38 | 10 | 25 | 20 | 40 | 30 | 38 | 65 | ☠️5 | 12 | 35 | 5 | 28 | 42 | 62 | 35 | 5 | 5 | 10 | 22 | 30 |
| Search & Discovery | ||||||||||||||||||||||||||||||||||
2.2.1Built-in search | 68 | 72 | ⭐88 | 45 | 48 | 45 | 45 | 28 | 55 | ☠️22 | 58 | 45 | 45 | 70 | 48 | 58 | 40 | 75 | 55 | 68 | 65 | 48 | 22 | 52 | 55 | 60 | 66 | 55 | 80 | 25 | 35 | 62 | 22 | 70 |
2.2.2Search extensibility | 75 | 78 | 72 | 40 | 70 | 65 | 68 | 68 | ⭐80 | 45 | 53 | ☠️35 | 65 | 58 | 35 | 65 | 68 | 68 | 65 | 65 | 58 | 55 | 65 | 40 | 65 | 62 | 70 | 72 | 70 | 65 | 65 | 70 | 72 | 72 |
| Commerce Integration | ||||||||||||||||||||||||||||||||||
2.3.1Native commerce | 62 | 50 | 65 | 52 | ☠️10 | 20 | 68 | 12 | ⭐75 | 18 | 10 | 45 | 10 | 12 | 15 | 62 | 10 | 73 | 35 | 75 | 65 | 18 | 12 | 60 | 15 | 15 | 35 | 50 | 15 | 10 | 10 | 47 | 12 | 75 |
2.3.2Commerce platform integration | 60 | 72 | ⭐80 | 45 | 55 | 62 | 60 | 32 | 48 | 38 | 25 | 45 | 60 | 30 | ☠️20 | 40 | 50 | 42 | 60 | 65 | 60 | 30 | 52 | 50 | 55 | 50 | 65 | 62 | 38 | 50 | 50 | 40 | 72 | 50 |
2.3.3Product content management | 60 | 68 | 64 | 42 | 55 | 50 | 65 | 60 | ⭐70 | 25 | ☠️15 | 35 | 48 | 38 | 28 | 58 | 50 | 70 | 45 | 70 | 62 | 50 | 45 | 55 | 50 | 40 | 52 | 55 | 35 | 48 | 45 | 48 | 58 | 60 |
| Analytics & Intelligence | ||||||||||||||||||||||||||||||||||
2.4.1Built-in analytics | 52 | 65 | 75 | 48 | 44 | 55 | 28 | 28 | 20 | 63 | 35 | ⭐78 | 30 | 65 | 18 | 60 | 35 | 55 | 40 | 65 | 62 | ☠️15 | 28 | 60 | 42 | 78 | 60 | 58 | 62 | 30 | 20 | 17 | 52 | 45 |
2.4.2Analytics integration | 65 | ⭐92 | 68 | 55 | 65 | 62 | 57 | 42 | 60 | 62 | 40 | 68 | 62 | 65 | 40 | 55 | 40 | 50 | 55 | 60 | 65 | ☠️30 | 50 | 50 | 55 | 55 | 70 | 62 | 60 | 50 | 35 | 55 | 65 | 75 |
| Multi-Site & Localization | ||||||||||||||||||||||||||||||||||
2.5.1Multi-site management | 82 | ⭐95 | 68 | 65 | 58 | 65 | 78 | 42 | 72 | ☠️20 | 65 | 55 | 60 | 72 | 30 | 72 | 62 | 75 | 80 | 72 | 70 | 58 | 70 | 55 | 68 | 75 | 87 | 70 | 78 | 62 | 40 | 72 | 68 | 78 |
2.5.2Localization framework | 80 | 88 | 62 | 62 | 85 | 82 | 72 | 75 | ⭐90 | ☠️22 | 58 | 50 | 75 | 70 | 75 | 65 | 82 | 67 | 75 | 88 | 65 | 78 | 62 | 52 | 60 | 90 | 82 | 73 | 68 | 78 | 65 | 78 | 68 | 55 |
2.5.3Translation integration | 72 | ⭐85 | 55 | ☠️35 | 80 | 75 | 52 | 58 | 78 | 45 | 38 | 44 | 68 | 68 | 35 | 55 | 65 | 47 | 68 | 72 | 65 | 35 | 52 | 40 | 58 | 72 | 75 | 60 | 48 | 70 | 45 | 50 | 65 | 55 |
2.5.4Multi-brand governance | 75 | ⭐92 | 58 | 30 | 53 | 62 | 50 | 42 | 55 | ☠️18 | 55 | 40 | 55 | 60 | 20 | 50 | 52 | 65 | 65 | 45 | 58 | 38 | 55 | 55 | 52 | 55 | 82 | 58 | 62 | 55 | 25 | 55 | 58 | 65 |
| Digital Asset Management | ||||||||||||||||||||||||||||||||||
2.6.1Native DAM capabilities | 82 | ⭐88 | 40 | 52 | 42 | 60 | 42 | 45 | 42 | ☠️28 | 62 | 38 | 52 | 48 | 35 | 50 | 52 | 62 | 60 | 40 | 62 | 55 | 38 | 35 | 52 | 48 | 72 | 50 | 55 | 48 | 45 | 38 | 38 | 35 |
2.6.2Asset delivery & CDN optimization | 72 | ⭐82 | 50 | 35 | 75 | 75 | 52 | 52 | 48 | 40 | 45 | 50 | 65 | 38 | ☠️22 | 55 | 68 | 42 | 40 | 55 | 72 | 42 | 68 | 45 | 75 | 38 | 68 | 45 | 55 | 68 | 35 | 45 | 65 | 68 |
2.6.3Video & rich media management | 75 | ⭐85 | 22 | 22 | 22 | 25 | 22 | 22 | 25 | 22 | 38 | 62 | 28 | 20 | 18 | 25 | 25 | 22 | 25 | ☠️15 | 28 | 22 | 22 | 20 | 30 | 25 | 60 | 35 | 30 | 20 | 25 | 18 | 22 | 25 |
| Authoring & Editorial Experience | ||||||||||||||||||||||||||||||||||
2.7.1Visual page builder & layout editing | 75 | 80 | 72 | 72 | 52 | 68 | 40 | 38 | 60 | 38 | 45 | 68 | 40 | 65 | ☠️28 | 65 | 58 | 68 | 77 | 58 | 80 | 52 | 62 | 65 | 62 | 68 | ⭐84 | 72 | 72 | 80 | 35 | 42 | 80 | 65 |
2.7.2Editorial workflow & approvals | 62 | ⭐82 | 52 | 60 | 68 | 72 | 45 | 52 | 70 | 40 | 70 | 45 | 65 | 68 | 52 | 65 | 72 | 73 | 65 | 72 | 60 | 40 | ☠️38 | 52 | 50 | 80 | 72 | 50 | 68 | 70 | 62 | 55 | 65 | 58 |
2.7.3Publishing calendar & scheduling | 52 | 72 | 52 | 55 | ⭐78 | 68 | 52 | 38 | 55 | 38 | 55 | 55 | 55 | 60 | 42 | 52 | 68 | 55 | 45 | 68 | 52 | ☠️20 | 48 | 52 | 55 | 48 | 68 | 45 | 62 | 62 | 50 | 52 | 58 | 58 |
2.7.4Real-time collaboration | 38 | 52 | 35 | 25 | 48 | 62 | 22 | 55 | 30 | 32 | 25 | 30 | 55 | 22 | ☠️20 | 30 | 68 | 32 | 40 | 22 | 42 | 38 | 55 | 22 | ⭐78 | 28 | 58 | 25 | 38 | 58 | 25 | 22 | 45 | 70 |
| Marketing & Engagement | ||||||||||||||||||||||||||||||||||
2.8.1Forms & data capture | 72 | ⭐82 | 65 | 50 | 22 | 25 | 60 | 20 | 82 | 18 | 65 | 75 | 18 | 58 | 38 | 60 | 20 | 55 | 60 | 72 | 72 | 45 | 22 | 42 | ☠️15 | 68 | 72 | 68 | 72 | 15 | 20 | 60 | 18 | 65 |
2.8.2Email marketing & ESP integration | 70 | 72 | ⭐88 | 30 | 28 | 40 | 45 | ☠️18 | 62 | 58 | 20 | 85 | 30 | 45 | 32 | 55 | 20 | 28 | 48 | 65 | 60 | 22 | 22 | 62 | 20 | 65 | 52 | 72 | 58 | 30 | 20 | 35 | 30 | 58 |
2.8.3Marketing automation | 72 | 65 | ⭐85 | 20 | 18 | 42 | 28 | 15 | 35 | 25 | 20 | 85 | 18 | 48 | 22 | 62 | 18 | 22 | 48 | 35 | 55 | ☠️12 | 15 | 60 | 15 | 68 | 45 | 58 | 45 | 38 | 20 | 32 | 22 | 28 |
2.8.4CDP & customer data integration | 72 | 78 | ⭐90 | 18 | 48 | 72 | 18 | 18 | 25 | 42 | 22 | 65 | 20 | 72 | 15 | 58 | 15 | 42 | 62 | 60 | 72 | ☠️12 | 18 | 68 | 20 | 70 | 68 | 72 | 72 | 25 | 15 | 20 | 60 | 32 |
| Integration & Extensibility | ||||||||||||||||||||||||||||||||||
2.9.1App marketplace & ecosystem | 75 | 78 | 62 | 38 | 72 | 70 | 65 | 45 | 72 | 42 | ☠️32 | 85 | 48 | 58 | 58 | 48 | 42 | 52 | 72 | 68 | 62 | 45 | 32 | 78 | 72 | 72 | 73 | 60 | 62 | 65 | 72 | 62 | 68 | ⭐88 |
2.9.2Webhooks & event streaming | 58 | ⭐78 | 40 | 25 | 62 | 75 | 58 | 65 | 28 | 58 | ☠️18 | 65 | 70 | 45 | 22 | 32 | 75 | 42 | 38 | 52 | 60 | 40 | 55 | 52 | 78 | 45 | 72 | 42 | 55 | 62 | 62 | 55 | 55 | 50 |
2.9.3Headless preview & staging environments | 52 | 72 | 62 | 28 | ⭐78 | 75 | 62 | 58 | 55 | 38 | 25 | 48 | 65 | 48 | ☠️20 | 52 | 78 | 35 | 30 | 55 | 58 | 58 | 60 | 30 | 70 | 58 | 76 | 38 | 52 | 65 | 48 | 55 | 72 | 62 |
2.9.4Role-based permissions & governance | 60 | ⭐82 | 65 | 50 | 72 | 78 | 58 | 72 | 72 | ☠️32 | 60 | 60 | 65 | 68 | 58 | 62 | 72 | 78 | 62 | 78 | 62 | 62 | 52 | 72 | 62 | 80 | 75 | 60 | 65 | 68 | 60 | 58 | 60 | 58 |
| 3. Technical Architecture | ||||||||||||||||||||||||||||||||||
| 3. Technical Architecture | 68 | 73 | 61 | 53 | 77 | 73 | 61 | 70 | 69 | 52 | 50 | 60 | 71 | 65 | ☠️42 | 62 | 68 | 64 | 61 | 71 | 63 | 69 | 60 | 62 | ⭐78 | 57 | 76 | 65 | 63 | 70 | 61 | 64 | 67 | 71 |
| API & Integration | ||||||||||||||||||||||||||||||||||
3.1.1API design quality | 72 | 68 | 62 | 50 | ⭐90 | 78 | 68 | 80 | 78 | 62 | ☠️45 | 58 | 86 | 65 | 50 | 65 | 78 | 63 | 63 | 72 | 66 | 82 | 75 | 52 | 88 | 55 | 77 | 62 | 62 | 77 | 72 | 73 | 72 | 72 |
3.1.2API performance | 62 | 72 | 65 | 44 | 78 | 75 | 63 | 65 | 58 | 60 | 38 | 55 | 78 | 60 | ☠️35 | 58 | 72 | 55 | 57 | 72 | 65 | 72 | 72 | 45 | ⭐80 | 50 | 75 | 60 | 60 | 72 | 59 | 55 | 68 | 75 |
3.1.3SDK ecosystem | 50 | 62 | 52 | 32 | ⭐85 | 85 | 38 | 52 | 40 | 44 | 25 | 44 | 62 | 40 | ☠️18 | 45 | 80 | 48 | 42 | 72 | 55 | 57 | 58 | 55 | 82 | 55 | 82 | 55 | 48 | 70 | 50 | 45 | 58 | 55 |
3.1.4Integration marketplace | 72 | 82 | 65 | 62 | 76 | 72 | 72 | 54 | 82 | 57 | ☠️30 | ⭐83 | 60 | 62 | 48 | 52 | 45 | 62 | 55 | 68 | 60 | 48 | 40 | 80 | 57 | 65 | 71 | 62 | 58 | 64 | 60 | 62 | 75 | 72 |
3.1.5Extensibility model | 85 | 80 | 60 | 68 | 82 | 73 | 82 | 82 | 90 | 38 | 55 | 58 | 70 | 70 | 60 | 70 | 58 | 74 | 72 | 80 | 63 | 90 | ☠️35 | 67 | ⭐92 | 68 | 77 | 68 | 63 | 76 | 82 | 78 | 73 | 88 |
| Security & Compliance | ||||||||||||||||||||||||||||||||||
3.2.1Authentication | 72 | ⭐85 | 68 | 63 | 82 | 75 | 64 | 72 | 75 | ☠️34 | 78 | 65 | 76 | 68 | 52 | 65 | 72 | 80 | 75 | 78 | 72 | 65 | 60 | 80 | 72 | 75 | 82 | 67 | 68 | 69 | 55 | 68 | 62 | 78 |
3.2.2Authorization model | 70 | 82 | 65 | 68 | 72 | 75 | 65 | ⭐88 | 85 | ☠️46 | 80 | 55 | 68 | 75 | 68 | 65 | 68 | 85 | 72 | 73 | 68 | 78 | 50 | 85 | 72 | 78 | 82 | 65 | 60 | 70 | 60 | 65 | 65 | 60 |
3.2.3Compliance certifications | 82 | ⭐93 | 75 | 38 | 82 | 82 | 42 | 68 | 55 | 44 | 70 | 65 | 74 | 72 | ☠️20 | 77 | 80 | 70 | 75 | 80 | 80 | 32 | 48 | 87 | 78 | 65 | 79 | 80 | 76 | 72 | 35 | 58 | 73 | 82 |
3.2.4Security track record | 65 | 62 | 63 | 63 | 72 | 68 | ☠️35 | 58 | ⭐78 | 61 | 62 | 67 | 68 | 58 | 45 | 50 | 70 | 65 | 70 | 75 | 52 | 62 | 52 | 65 | 75 | 48 | 62 | 50 | 67 | 70 | 52 | 70 | 68 | 62 |
| Infrastructure & Reliability | ||||||||||||||||||||||||||||||||||
3.3.1Hosting model | 72 | 65 | 68 | 72 | 55 | 60 | 75 | 80 | 80 | 74 | 65 | 50 | 55 | 75 | 65 | 70 | 55 | 78 | 72 | 73 | 55 | 80 | 52 | ☠️40 | 60 | 62 | 62 | 73 | 68 | 58 | ⭐82 | 75 | 54 | 60 |
3.3.2SLA and uptime | 70 | ⭐85 | 63 | 36 | 80 | 78 | 45 | 62 | 50 | 63 | 50 | 72 | 78 | 70 | ☠️30 | 65 | 80 | 60 | 60 | 68 | 70 | 45 | 64 | 65 | 73 | 60 | 76 | 76 | 70 | 72 | 45 | 55 | 65 | 82 |
3.3.3Scalability architecture | 70 | 80 | 62 | 50 | 80 | 78 | 58 | 68 | 80 | 52 | 50 | 70 | 76 | 72 | ☠️38 | 62 | 75 | 65 | 58 | 72 | 65 | 68 | 65 | 65 | 82 | 45 | 78 | 65 | 68 | 75 | 50 | 65 | 68 | ⭐85 |
3.3.4Disaster recovery | ⭐75 | 75 | 60 | 43 | 75 | 72 | 52 | 58 | 72 | ☠️42 | 45 | 55 | 72 | 60 | 45 | 68 | 68 | 60 | 60 | 55 | 58 | 65 | 55 | 55 | 72 | 42 | 70 | 62 | 55 | 68 | 62 | 68 | 57 | 75 |
| Developer Experience | ||||||||||||||||||||||||||||||||||
3.4.1Local development | 62 | 58 | 50 | 70 | 55 | 55 | 78 | 72 | 78 | 65 | ☠️40 | 55 | 60 | 65 | 48 | 65 | 45 | 56 | 53 | 72 | 52 | ⭐88 | 68 | 50 | 88 | 42 | 74 | 65 | 67 | 70 | 78 | 68 | 63 | 72 |
3.4.2CI/CD integration | 65 | 70 | 53 | 52 | 76 | 72 | 73 | 67 | ⭐78 | 41 | 45 | 55 | 73 | 68 | ☠️30 | 63 | 58 | 55 | 58 | 73 | 57 | 65 | 60 | 50 | 75 | 52 | 74 | 68 | 62 | 65 | 55 | 70 | 66 | 72 |
3.4.3Documentation quality | 62 | 72 | 60 | 62 | 82 | 72 | 79 | 76 | 65 | 68 | ☠️48 | 72 | 78 | 65 | 50 | 68 | 75 | 66 | 62 | 72 | 62 | 80 | 72 | 60 | ⭐85 | 52 | 77 | 65 | 67 | 75 | 72 | 68 | 74 | 78 |
3.4.4TypeScript support | 48 | 45 | 45 | 28 | 73 | 70 | 42 | 70 | 33 | 40 | 28 | 38 | 75 | 55 | ☠️10 | 30 | 75 | 38 | 37 | 38 | 64 | ⭐92 | 82 | 48 | 90 | 45 | 81 | 55 | 55 | 67 | 64 | 35 | 70 | 35 |
| 4. Platform Velocity & Health | ||||||||||||||||||||||||||||||||||
| 4. Platform Velocity & Health | 62 | 72 | 61 | 52 | 71 | 66 | 64 | 68 | 72 | 62 | 42 | 79 | 65 | 51 | ☠️39 | 63 | 62 | 52 | 56 | 64 | 60 | 74 | 60 | 72 | 78 | 43 | 67 | 58 | 51 | 68 | 72 | 68 | 58 | ⭐81 |
| Release Cadence | ||||||||||||||||||||||||||||||||||
4.1.1Release frequency | 66 | 78 | 62 | 65 | 76 | 75 | 72 | 80 | 78 | 70 | 63 | 80 | 76 | 62 | 58 | 70 | 78 | 64 | 65 | 70 | 68 | 82 | 70 | 75 | ⭐85 | ☠️38 | 75 | 60 | 67 | 77 | 78 | 75 | 78 | 78 |
4.1.2Changelog quality | 62 | 65 | 62 | 60 | 72 | 72 | 72 | 75 | 72 | 70 | 50 | 74 | 68 | 63 | 48 | 70 | 68 | 55 | 62 | 68 | 60 | 70 | 65 | 65 | ⭐80 | ☠️38 | 74 | 65 | 68 | 70 | 72 | 70 | 68 | 72 |
4.1.3Roadmap transparency | 58 | 62 | 60 | 60 | 58 | 62 | 68 | 75 | ⭐80 | 45 | ☠️38 | 62 | 62 | 50 | 45 | 65 | 70 | 42 | 55 | 70 | 62 | 72 | 52 | 62 | 70 | 40 | 62 | 52 | 58 | 67 | 72 | 72 | 40 | 67 |
4.1.4Breaking change handling | 65 | 62 | 55 | 55 | 78 | 72 | 70 | 65 | 62 | 58 | 60 | 75 | 75 | 55 | 55 | 57 | 72 | 57 | 65 | 67 | 58 | 60 | 65 | 55 | 75 | ☠️35 | 60 | 58 | 53 | 68 | 58 | 65 | 62 | ⭐85 |
| Ecosystem & Community | ||||||||||||||||||||||||||||||||||
4.2.1Community size | 70 | 82 | 48 | 42 | 68 | 54 | 60 | 72 | 85 | 75 | ☠️25 | 82 | 55 | 38 | 40 | 52 | 47 | 50 | 45 | 62 | 55 | 84 | 57 | 85 | 80 | 54 | 68 | 48 | 40 | 62 | 85 | 65 | 46 | ⭐95 |
4.2.2Community engagement | 60 | 68 | 48 | 55 | 62 | 55 | 68 | 70 | 80 | 65 | ☠️28 | 74 | 60 | 42 | 37 | 55 | 52 | 47 | 50 | 63 | 55 | 73 | 54 | 70 | 75 | 52 | 62 | 50 | 38 | 60 | 75 | 68 | 44 | ⭐86 |
4.2.3Partner ecosystem | 72 | ⭐92 | 66 | 48 | 75 | 72 | 60 | 64 | 82 | 45 | 47 | 85 | 58 | 60 | ☠️30 | 63 | 57 | 52 | 65 | 74 | 70 | 55 | 62 | 90 | 70 | 65 | 85 | 68 | 53 | 64 | 60 | 65 | 72 | 85 |
4.2.4Third-party content | 55 | 78 | 42 | 45 | 72 | 50 | 63 | 65 | 70 | 63 | ☠️18 | 82 | 58 | 40 | 27 | 47 | 45 | 35 | 40 | 60 | 50 | 72 | 60 | 80 | 76 | 48 | 65 | 50 | 38 | 60 | 75 | 60 | 48 | ⭐95 |
| Market Signals | ||||||||||||||||||||||||||||||||||
4.3.1Talent availability | 57 | 68 | 45 | 38 | 75 | 50 | 60 | 62 | 62 | 55 | ☠️22 | 78 | 55 | 40 | 32 | 50 | 40 | 43 | 40 | 55 | 52 | 61 | 55 | 80 | 66 | 47 | 62 | 55 | 40 | 52 | 75 | 57 | 46 | ⭐95 |
4.3.2Customer momentum | 57 | 73 | 72 | 47 | 70 | 75 | 62 | 66 | 58 | 68 | 37 | ⭐83 | 70 | 50 | ☠️24 | 63 | 60 | 48 | 55 | 63 | 65 | 83 | 62 | 70 | 80 | 28 | 68 | 60 | 48 | 70 | 70 | 66 | 72 | 73 |
4.3.3Funding and stability | 50 | 92 | 75 | 50 | 80 | 74 | 58 | 57 | 75 | 72 | 74 | ⭐93 | 65 | 42 | ☠️33 | 76 | 65 | 60 | 72 | 62 | 65 | 86 | 52 | 88 | 86 | 36 | 62 | 63 | 55 | 73 | 72 | 70 | 52 | 71 |
4.3.4Competitive positioning | 64 | 67 | 72 | 45 | 68 | 65 | 60 | 60 | 57 | 62 | 38 | 76 | 62 | 45 | ☠️22 | 58 | 62 | 50 | 55 | 72 | 68 | ⭐82 | 60 | 60 | 78 | 46 | 61 | 65 | 52 | 79 | 65 | 65 | 72 | 68 |
4.3.5Customer sentiment | 67 | 60 | 82 | 58 | 64 | 72 | 61 | 67 | 69 | 56 | ☠️37 | 80 | 78 | 62 | 45 | 82 | 77 | 65 | 50 | 55 | 58 | 82 | 67 | 60 | ⭐89 | 40 | 67 | 63 | 50 | 76 | 78 | 78 | 55 | 74 |
| 5. Total Cost of Ownership | ||||||||||||||||||||||||||||||||||
| 5. Total Cost of Ownership | 41 | ☠️24 | 40 | 67 | 65 | 56 | 65 | 66 | 72 | 73 | 30 | 66 | 68 | 42 | 69 | 52 | 68 | 46 | 48 | 40 | 43 | ⭐80 | 69 | 34 | 76 | 24 | 39 | 42 | 40 | 72 | 77 | 72 | 55 | 56 |
| Licensing | ||||||||||||||||||||||||||||||||||
5.1.1Pricing transparency | 33 | 30 | 30 | 65 | 65 | 40 | 65 | 60 | ⭐95 | 80 | 35 | 82 | 70 | 42 | 95 | 55 | 78 | 35 | 55 | 35 | 30 | 85 | 72 | 30 | 80 | ☠️25 | 25 | 32 | 35 | 80 | 78 | 88 | 45 | 30 |
5.1.2Pricing model fit | 39 | ☠️20 | 40 | 72 | 50 | 50 | 78 | 58 | ⭐90 | 62 | 35 | 55 | 55 | 48 | 88 | 53 | 60 | 45 | 50 | 45 | 35 | 85 | 58 | 30 | 60 | 30 | 35 | 40 | 35 | 60 | 80 | 85 | 55 | 45 |
5.1.3Feature gating | 45 | ☠️28 | 42 | 68 | 48 | 45 | 68 | 72 | ⭐95 | 63 | 55 | 45 | 55 | 52 | 90 | 55 | 55 | 52 | 50 | 40 | 42 | 92 | 52 | 35 | 63 | 30 | 50 | 48 | 40 | 55 | 50 | 72 | 42 | 60 |
5.1.4Contract flexibility | 41 | ☠️22 | 40 | 60 | 62 | 50 | 62 | 55 | 92 | 76 | 28 | 62 | 65 | 35 | ⭐95 | 50 | 68 | 48 | 45 | 38 | 35 | 90 | 62 | 25 | 75 | 28 | 32 | 35 | 30 | 70 | 82 | 85 | 35 | 50 |
5.1.5Free / Hobby Tier | 15 | 10 | 10 | 72 | 52 | 10 | 68 | 63 | 90 | 55 | 28 | 62 | 72 | 50 | 88 | 20 | 45 | 74 | 62 | ☠️5 | 8 | ⭐92 | 62 | 5 | 82 | 8 | 15 | 22 | 15 | 48 | 92 | 88 | 25 | 5 |
| Implementation Cost Signals | ||||||||||||||||||||||||||||||||||
5.2.1Time-to-first-value | 42 | ☠️22 | 42 | 68 | 75 | 68 | 65 | 74 | 48 | 82 | 25 | 82 | 78 | 35 | 55 | 55 | 72 | 40 | 43 | 50 | 52 | 80 | 80 | 40 | ⭐85 | 22 | 42 | 42 | 35 | 85 | 82 | 55 | 68 | 60 |
5.2.2Typical implementation timeline | 42 | ☠️20 | 42 | 66 | 72 | 65 | 65 | 70 | 45 | ⭐78 | 25 | 75 | 70 | 35 | 52 | 55 | 70 | 42 | 45 | 42 | 45 | 70 | 75 | 35 | 78 | 20 | 30 | 45 | 40 | 75 | 75 | 55 | 60 | 65 |
5.2.3Specialist cost premium | 40 | ☠️18 | 40 | 62 | 68 | 62 | 62 | 76 | 45 | 72 | 22 | 68 | 68 | 30 | 42 | 55 | 70 | 42 | 38 | 42 | 42 | 80 | 82 | 30 | 70 | 22 | 25 | 55 | 30 | 78 | ⭐85 | 58 | 62 | 85 |
| Operational Cost Signals | ||||||||||||||||||||||||||||||||||
5.3.1Hosting costs | 52 | 35 | 55 | 67 | 82 | 78 | 52 | 55 | 55 | 72 | 28 | 85 | 82 | 45 | 68 | 60 | 85 | 50 | 45 | 52 | 65 | 60 | 82 | 65 | ⭐88 | ☠️20 | 70 | 50 | 80 | 88 | 72 | 58 | 80 | 55 |
5.3.2Ops team requirements | 55 | 38 | 55 | 57 | 85 | 80 | 55 | 58 | 40 | 78 | 25 | 85 | 78 | 40 | 35 | 60 | 82 | 40 | 42 | 48 | 68 | 57 | 85 | 60 | 85 | ☠️18 | 70 | 48 | 75 | ⭐88 | 55 | 55 | 82 | 80 |
5.3.3Vendor lock-in and exit cost | 48 | ☠️20 | 48 | 72 | 62 | 65 | 68 | 80 | ⭐90 | 82 | 27 | 30 | 58 | 48 | 50 | 47 | 65 | 40 | 55 | 40 | 56 | 80 | 55 | 20 | 72 | 35 | 37 | 42 | 35 | 65 | 90 | 82 | 48 | 78 |
| 6. Build Simplicity | ||||||||||||||||||||||||||||||||||
| 6. Build Simplicity | 46 | ☠️22 | 54 | 47 | 63 | 66 | 64 | 68 | 53 | 68 | 31 | 62 | 65 | 36 | 52 | 48 | 65 | 43 | 53 | 51 | 54 | 65 | ⭐72 | 41 | 68 | 33 | 60 | 52 | 40 | 69 | 68 | 67 | 64 | 62 |
| Learning Curve | ||||||||||||||||||||||||||||||||||
6.1.1Concept complexity | 38 | ☠️8 | 48 | 45 | 75 | 72 | 65 | 70 | 60 | 78 | 25 | 55 | 78 | 30 | 52 | 45 | 68 | 34 | 55 | 45 | 55 | 70 | 68 | 30 | 30 | 28 | 48 | 52 | 30 | 70 | 78 | 65 | 55 | ⭐82 |
6.1.2Onboarding resources | 57 | 45 | 55 | 42 | 78 | 75 | 70 | 65 | 48 | 68 | ☠️35 | 82 | 75 | 48 | 40 | 68 | 68 | 56 | 50 | 66 | 50 | 47 | 76 | 76 | 78 | 50 | 65 | 55 | 45 | 74 | 68 | 66 | 68 | ⭐88 |
6.1.3Framework familiarity | 38 | ☠️25 | 62 | 38 | 80 | ⭐88 | 60 | 73 | 55 | 70 | 25 | 42 | 78 | 30 | 60 | 40 | 72 | 38 | 45 | 42 | 63 | 88 | 72 | 37 | 82 | 32 | 70 | 50 | 38 | 76 | 82 | 63 | 64 | 45 |
| Implementation Complexity | ||||||||||||||||||||||||||||||||||
6.2.1Boilerplate and starter quality | 50 | 36 | 52 | 35 | 75 | 65 | 65 | 63 | 45 | 60 | 36 | 74 | 68 | ☠️28 | 45 | 42 | 58 | 45 | 55 | 75 | 55 | 67 | 74 | 46 | 78 | 44 | 67 | 55 | 30 | 74 | 66 | 70 | 72 | ⭐82 |
6.2.2Configuration complexity | 40 | ☠️12 | 52 | 50 | 58 | 55 | 55 | 62 | 52 | 75 | 22 | 64 | 62 | 32 | 50 | 45 | 75 | 35 | 47 | 43 | 53 | 68 | 76 | 32 | ⭐78 | 20 | 67 | 42 | 33 | 58 | 62 | 68 | 52 | 35 |
6.2.3Data modeling constraints | 50 | ☠️24 | 58 | 48 | 35 | 40 | 65 | 67 | 45 | 43 | 32 | 45 | 48 | 40 | 60 | 50 | 43 | 45 | 55 | 48 | 52 | 42 | 65 | 40 | ⭐80 | 45 | 58 | 55 | 38 | 60 | 48 | 62 | 60 | 40 |
6.2.4Preview and editing integration | 55 | ☠️35 | 55 | 62 | 38 | 45 | 58 | 62 | 57 | 52 | 58 | ⭐75 | 45 | 45 | 48 | 44 | 50 | 55 | 65 | 45 | 48 | 52 | 63 | 55 | 58 | 42 | 49 | 50 | 52 | 55 | 63 | 68 | 70 | 35 |
| Team & Talent | ||||||||||||||||||||||||||||||||||
6.3.1Required specialization | 35 | ☠️8 | 55 | 42 | 75 | 72 | 65 | 73 | 60 | 76 | 22 | 55 | 74 | 28 | 50 | 52 | 75 | 37 | 45 | 55 | 55 | ⭐82 | 76 | 27 | 62 | 22 | 50 | 45 | 40 | 73 | 82 | 65 | 62 | 60 |
6.3.2Team size requirements | 42 | ☠️12 | 48 | 52 | 78 | 80 | 72 | 77 | 52 | 83 | 25 | 72 | 76 | 35 | 62 | 42 | 75 | 38 | 50 | 48 | 52 | 80 | 80 | 35 | 82 | 20 | 65 | 52 | 38 | 76 | ⭐85 | 72 | 65 | 78 |
6.3.3Cross-functional complexity | 57 | ☠️22 | 58 | 58 | 28 | 74 | 67 | 67 | 55 | 78 | 30 | 68 | 38 | 52 | 57 | 53 | 65 | 49 | 60 | 47 | 55 | 44 | 70 | 42 | 55 | 32 | 64 | 65 | 58 | 76 | 40 | 70 | 80 | ⭐82 |
| 7. Operational Ease | ||||||||||||||||||||||||||||||||||
| 7. Operational Ease | 50 | 40 | 50 | 47 | 58 | 65 | 53 | 48 | 50 | 61 | 36 | 65 | 57 | 50 | 50 | 53 | 62 | 43 | 47 | 49 | 63 | 47 | 66 | 58 | ⭐66 | ☠️31 | 50 | 44 | 61 | 61 | 48 | 60 | 65 | 60 |
| Upgrade & Patching | ||||||||||||||||||||||||||||||||||
7.1.1Upgrade difficulty | 50 | 70 | 57 | 42 | 82 | ⭐88 | 50 | 47 | 47 | 62 | 35 | 80 | 80 | 42 | 57 | 58 | 82 | 36 | 48 | 38 | 80 | 50 | 72 | 68 | 72 | ☠️22 | 48 | 38 | 75 | 82 | 52 | 58 | 70 | 28 |
7.1.2Security patching | 58 | 68 | 48 | 48 | ⭐88 | 85 | 48 | 40 | 75 | 68 | 45 | 85 | 85 | 58 | 48 | 56 | 85 | 48 | 42 | 52 | 82 | 42 | 84 | 80 | 85 | ☠️25 | 75 | 44 | 80 | 85 | 50 | 68 | 85 | 87 |
7.1.3Vendor-forced migrations | 40 | ☠️12 | 48 | ⭐62 | 28 | 58 | 58 | 43 | 45 | 55 | 33 | 43 | 45 | 40 | 50 | 60 | 28 | 40 | 55 | 42 | 55 | 55 | 48 | 45 | 48 | 30 | 26 | 58 | 50 | 42 | 50 | 53 | 58 | 35 |
7.1.4Dependency management | 45 | 35 | 58 | 52 | ⭐85 | 85 | 55 | 53 | 35 | 70 | 25 | 80 | 82 | 40 | 56 | 47 | 80 | 36 | 48 | 56 | 72 | 52 | 80 | 80 | 48 | ☠️20 | 65 | 40 | 78 | 82 | 45 | 58 | 75 | 40 |
| Operational Overhead | ||||||||||||||||||||||||||||||||||
7.2.1Monitoring requirements | 53 | 42 | 52 | 35 | 62 | 73 | 38 | 40 | 40 | 60 | ☠️30 | 67 | 38 | 52 | 38 | 56 | 78 | 44 | 48 | 55 | 65 | 38 | 67 | 50 | 72 | 30 | 52 | 38 | 62 | 68 | 42 | 55 | 60 | ⭐88 |
7.2.2Content operations burden | 45 | ☠️22 | 48 | 42 | 58 | 38 | 45 | 47 | 35 | 55 | 40 | 52 | 40 | 45 | 58 | 42 | 60 | 50 | 40 | 65 | 48 | 42 | 50 | 45 | ⭐68 | 35 | 44 | 48 | 46 | 46 | 40 | 64 | 50 | 32 |
7.2.3Performance management | 48 | 35 | 55 | 42 | 80 | 78 | 45 | 44 | 50 | 70 | 30 | 75 | 78 | 55 | 60 | 53 | 78 | 42 | 52 | 43 | 70 | 45 | 78 | 55 | 78 | ☠️28 | 35 | 40 | 72 | 80 | 50 | 57 | 80 | ⭐88 |
| Support & Resolution | ||||||||||||||||||||||||||||||||||
7.3.1Support tier quality | 55 | 40 | 50 | 45 | 30 | 52 | 55 | 50 | 45 | 48 | 45 | 55 | 38 | 65 | ☠️18 | 60 | 38 | 48 | 50 | 53 | 55 | 48 | 65 | 40 | 44 | 38 | 55 | 50 | 58 | 45 | 45 | 55 | 60 | ⭐84 |
7.3.2Community support quality | 60 | 35 | 40 | 52 | 35 | 47 | 72 | 63 | 75 | 62 | ☠️30 | 62 | 42 | 45 | 55 | 47 | 50 | 43 | 38 | 48 | 50 | 57 | 58 | 70 | 80 | 52 | 50 | 32 | 38 | 42 | 58 | 70 | 45 | ⭐90 |
7.3.3Issue resolution velocity | 48 | 34 | 50 | 50 | 35 | 42 | 60 | 58 | 40 | 60 | 38 | 53 | 40 | 55 | 60 | 48 | 42 | 40 | 45 | 42 | 52 | 43 | 60 | 45 | 62 | ☠️28 | 50 | 45 | 52 | 42 | 48 | 60 | ⭐65 | 35 |
| 8. Use-Case Fit | ||||||||||||||||||||||||||||||||||
| 8. Use-Case Fit | 65 | ⭐77 | 64 | 54 | 49 | 51 | 48 | 42 | 62 | 35 | 46 | 51 | 47 | 58 | ☠️34 | 57 | 47 | 64 | 56 | 68 | 61 | 45 | 45 | 55 | 51 | 62 | 71 | 59 | 51 | 51 | 34 | 57 | 54 | 60 |
| Marketing Sites | ||||||||||||||||||||||||||||||||||
8.1.1Landing page tooling | 70 | 85 | 68 | 66 | 55 | 70 | 50 | 48 | 65 | 45 | ☠️35 | 86 | 52 | 68 | 38 | 70 | 55 | 64 | 70 | 73 | 72 | 48 | 72 | 57 | 63 | 70 | 77 | 72 | 72 | ⭐88 | 38 | 58 | 78 | 72 |
8.1.2Campaign management | 58 | ⭐78 | 74 | 35 | 40 | 50 | 35 | 28 | 35 | 40 | 30 | 78 | 35 | 63 | ☠️22 | 63 | 45 | 40 | 60 | 65 | 58 | 25 | 30 | 45 | 38 | 75 | 72 | 62 | 44 | 48 | 25 | 38 | 42 | 40 |
8.1.3SEO tooling | 76 | ⭐84 | 63 | 69 | 47 | 48 | 55 | 44 | 78 | 72 | ☠️35 | 83 | 42 | 68 | 58 | 68 | 55 | 62 | 60 | 72 | 70 | 68 | 60 | 42 | 55 | 65 | 78 | 70 | 63 | 55 | 40 | 65 | 60 | 82 |
8.1.4Performance marketing | 58 | 74 | 70 | 52 | 40 | 42 | 30 | 25 | 47 | 42 | 22 | ⭐80 | 32 | 60 | 30 | 60 | 30 | 45 | 43 | 66 | 68 | 40 | 28 | 35 | 35 | 62 | 69 | 72 | 55 | 35 | ☠️20 | 55 | 35 | 55 |
| Commerce | ||||||||||||||||||||||||||||||||||
8.2.1Product content depth | 62 | ⭐75 | 65 | 46 | 55 | 52 | 65 | 52 | 70 | 25 | ☠️15 | 35 | 55 | 45 | 25 | 55 | 48 | 73 | 40 | 72 | 62 | 50 | 48 | 55 | 52 | 45 | 58 | 55 | 34 | 48 | 45 | 52 | 58 | 68 |
8.2.2Merchandising tools | 47 | 72 | ⭐90 | 24 | 20 | 20 | 38 | 18 | 55 | 15 | ☠️10 | 25 | 22 | 22 | 22 | 45 | 20 | 55 | 30 | 69 | 52 | 20 | 18 | 50 | 20 | 40 | 52 | 28 | 18 | 15 | 15 | 42 | 28 | 58 |
8.2.3Commerce platform synergy | 55 | ⭐85 | 82 | 40 | 50 | 50 | 55 | 35 | 40 | 28 | ☠️18 | 38 | 58 | 35 | 18 | 48 | 38 | 45 | 55 | 78 | 63 | 35 | 50 | 45 | 53 | 35 | 68 | 45 | 28 | 50 | 40 | 48 | 78 | 50 |
| Intranet & Internal | ||||||||||||||||||||||||||||||||||
8.3.1Access control depth | 72 | 78 | 55 | 68 | 65 | 55 | 50 | 65 | 85 | ☠️32 | 82 | 55 | 62 | 70 | 62 | 62 | 65 | ⭐88 | 70 | 72 | 68 | 75 | 40 | 85 | 62 | 80 | 82 | 68 | 63 | 63 | 55 | 68 | 42 | 55 |
8.3.2Knowledge management | 63 | 55 | 48 | 52 | 52 | 50 | 42 | 47 | 75 | 35 | 72 | 45 | 50 | 62 | 45 | 55 | 65 | ⭐78 | 58 | 65 | 52 | 48 | 38 | 75 | 55 | 68 | 72 | 52 | 57 | 47 | 48 | 65 | ☠️28 | 55 |
8.3.3Employee experience | 51 | 48 | 38 | 50 | 30 | 28 | 25 | 22 | 53 | 20 | 75 | 30 | 32 | 55 | 32 | 38 | 30 | ⭐83 | 45 | 52 | 45 | 30 | 22 | 65 | 30 | 55 | 52 | 45 | 42 | 25 | 25 | 52 | ☠️18 | 35 |
| Multi-Brand / Multi-Tenant | ||||||||||||||||||||||||||||||||||
8.4.1Tenant isolation | 78 | ⭐90 | 64 | 58 | 70 | 70 | 55 | 45 | 65 | 35 | 70 | 42 | 65 | 72 | ☠️28 | 62 | 58 | 72 | 62 | 68 | 62 | 55 | 60 | 50 | 67 | 68 | 85 | 48 | 60 | 65 | 30 | 65 | 65 | 70 |
8.4.2Shared component library | 73 | ⭐92 | 65 | 58 | 44 | 50 | 55 | 38 | 57 | 25 | 60 | 44 | 45 | 65 | ☠️22 | 57 | 40 | 62 | 65 | 72 | 67 | 42 | 52 | 55 | 57 | 75 | 82 | 68 | 56 | 55 | 25 | 60 | 78 | 65 |
8.4.3Governance model | 73 | ⭐92 | 61 | 62 | 55 | 60 | 47 | 35 | 67 | ☠️22 | 65 | 40 | 52 | 67 | 25 | 57 | 50 | 68 | 65 | 68 | 62 | 38 | 40 | 65 | 53 | 72 | 86 | 62 | 63 | 50 | 25 | 58 | 68 | 65 |
8.4.4Scale economics | 65 | 65 | 55 | 65 | 42 | 50 | 65 | ⭐70 | 60 | 52 | 37 | ☠️32 | 48 | 50 | 50 | 47 | 40 | 56 | 50 | 55 | 48 | 48 | 50 | 35 | 55 | 45 | 45 | 68 | 45 | 48 | 40 | 65 | 58 | 55 |
| 9. Regulatory Readiness & Trust | ||||||||||||||||||||||||||||||||||
| 9. Regulatory Readiness & Trust | 76 | 78 | 73 | 46 | 76 | 73 | 43 | 50 | 43 | 37 | 65 | 77 | 67 | 48 | 31 | 65 | 72 | 73 | 62 | 71 | 69 | ☠️30 | 44 | ⭐88 | 63 | 50 | 79 | 58 | 55 | 64 | 49 | 58 | 52 | 72 |
| Data Privacy & Regulatory | ||||||||||||||||||||||||||||||||||
9.1.1GDPR & EU data protection | 82 | 85 | 82 | ☠️28 | 85 | 85 | 52 | 62 | 50 | 64 | 72 | 85 | 82 | 60 | 40 | 80 | 82 | 78 | 70 | 80 | 80 | 38 | 65 | ⭐92 | 80 | 55 | 85 | 65 | 72 | 82 | 58 | 75 | 82 | 82 |
9.1.2HIPAA & healthcare compliance | 78 | 75 | 62 | 50 | 72 | 50 | 20 | 25 | 35 | 22 | 55 | 73 | 42 | 52 | 18 | 40 | 60 | 62 | 25 | 72 | 68 | ☠️15 | 25 | ⭐88 | 52 | 30 | 82 | 45 | 25 | 52 | 22 | 35 | 25 | 72 |
9.1.3Regional & industry regulations | 78 | 79 | 65 | 62 | 72 | 72 | 30 | 38 | 30 | 32 | 52 | 72 | 62 | 48 | 18 | 55 | 62 | 60 | 47 | 68 | 57 | ☠️12 | 43 | ⭐92 | 60 | 35 | 75 | 57 | 50 | 58 | 28 | 48 | 50 | 65 |
| Security Certifications | ||||||||||||||||||||||||||||||||||
9.2.1SOC 2 Type II | 85 | 80 | 85 | 65 | 88 | 88 | 35 | 85 | 20 | 28 | 66 | 88 | 82 | 30 | ☠️5 | 82 | 85 | 78 | 85 | 82 | 82 | 5 | 68 | ⭐95 | 72 | 45 | 88 | 80 | 55 | 50 | 82 | 35 | 85 | 88 |
9.2.2ISO 27001 / ISO 27018 | 75 | 85 | 80 | 62 | 80 | 75 | 30 | 35 | 20 | 28 | 72 | 72 | 72 | 70 | ☠️5 | 74 | 75 | 80 | 72 | 78 | 82 | 5 | 52 | ⭐92 | 38 | 45 | 84 | 63 | 65 | 65 | 38 | 74 | 35 | 72 |
9.2.3Additional certifications | 75 | 82 | 68 | 68 | 72 | 55 | 40 | 42 | 15 | 32 | 63 | 66 | 60 | 55 | ☠️5 | 50 | 60 | 65 | 52 | 68 | 58 | 5 | 45 | ⭐92 | 48 | 42 | 74 | 58 | 57 | 55 | 22 | 45 | 45 | 60 |
| Data Governance | ||||||||||||||||||||||||||||||||||
9.3.1Data residency & sovereignty | 77 | 80 | 79 | 35 | 78 | 83 | 40 | 63 | 80 | 45 | 80 | 78 | 72 | 65 | 78 | 82 | 78 | 80 | 80 | 70 | 72 | 80 | ☠️33 | ⭐90 | 75 | 85 | 82 | 55 | 55 | 78 | 76 | 68 | 68 | 75 |
9.3.2Data lifecycle & deletion | 68 | 74 | 72 | 42 | 78 | 78 | 48 | 57 | 45 | 62 | 62 | 78 | 72 | 40 | 32 | 66 | 72 | 72 | 55 | 68 | 62 | ☠️28 | 50 | ⭐85 | 65 | 45 | 75 | 52 | 52 | 65 | 42 | 58 | 50 | 72 |
9.3.3Audit logging & compliance reporting | 76 | 76 | 74 | 45 | 75 | 75 | 40 | 54 | 55 | ☠️28 | 70 | 76 | 65 | 45 | 38 | 63 | 74 | 75 | 76 | 70 | 65 | 44 | 38 | ⭐88 | 68 | 55 | 82 | 62 | 60 | 62 | 55 | 57 | 42 | 75 |
| Platform Accessibility | ||||||||||||||||||||||||||||||||||
9.4.1Authoring UI accessibility | 70 | 64 | 65 | 35 | 62 | 67 | 63 | 40 | 62 | 32 | 55 | ⭐78 | 60 | ☠️30 | 52 | 55 | 68 | 70 | 52 | 65 | 65 | 52 | 30 | 70 | 62 | 55 | 72 | 48 | 52 | 72 | 50 | 72 | 35 | 65 |
9.4.2Accessibility documentation | 60 | 74 | 58 | 28 | 65 | 62 | 70 | 32 | 45 | 22 | 55 | 72 | 48 | 25 | 25 | 40 | 60 | 70 | 42 | 55 | 50 | ☠️18 | 22 | ⭐80 | 55 | 38 | 65 | 42 | 55 | 58 | 30 | 62 | 25 | 55 |
| 10. AI Enablement | ||||||||||||||||||||||||||||||||||
| 10. AI Enablement | 51 | 70 | 56 | 19 | 68 | 53 | 30 | 46 | 55 | ☠️19 | 22 | 57 | 38 | 20 | 22 | 53 | 57 | 50 | 40 | 54 | 66 | 39 | 31 | 53 | 69 | 48 | ⭐71 | 43 | 29 | 52 | 30 | 41 | 55 | 42 |
| AI Content Creation | ||||||||||||||||||||||||||||||||||
10.1.1AI text generation & editing | 58 | 70 | 65 | 30 | ⭐82 | 78 | 40 | 55 | 62 | ☠️15 | 35 | 78 | 60 | 38 | 28 | 70 | 70 | 52 | 63 | 55 | 75 | 42 | 52 | 52 | 80 | 58 | 80 | 65 | 52 | 74 | 28 | 52 | 72 | 52 |
10.1.2AI image & media generation | 58 | ⭐82 | 35 | 20 | 65 | 20 | 28 | 55 | 55 | 20 | 25 | 52 | 22 | ☠️5 | 20 | 45 | 52 | 50 | 70 | 45 | 55 | 30 | 22 | 15 | 70 | 48 | 63 | 28 | 20 | 52 | 45 | 38 | 45 | 38 |
10.1.3AI translation assistance | 55 | 45 | 45 | ☠️15 | ⭐78 | 52 | 45 | 50 | 55 | 15 | 40 | 68 | 60 | 52 | 20 | 65 | 68 | 55 | 65 | 55 | 60 | 38 | 60 | 20 | 72 | 55 | 70 | 52 | 20 | 75 | 50 | 30 | 65 | 40 |
10.1.4AI metadata & SEO automation | 62 | ⭐80 | 52 | 25 | 72 | 62 | 30 | 35 | 55 | 25 | 25 | 65 | 38 | ☠️15 | 28 | 50 | 55 | 42 | 62 | 60 | 80 | 42 | 63 | 28 | 70 | 55 | 72 | 55 | 30 | 68 | 28 | 50 | 68 | 50 |
| AI Workflow Automation | ||||||||||||||||||||||||||||||||||
10.2.1AI-assisted content operations | 58 | 70 | 65 | 22 | ⭐78 | 62 | ☠️18 | 50 | 62 | 18 | 38 | 65 | 40 | 22 | 22 | 52 | 65 | 52 | 42 | 55 | 72 | 35 | 50 | 28 | 72 | 52 | 74 | 45 | 35 | 62 | 35 | 40 | 65 | 58 |
10.2.2Agentic workflow automation | 60 | 78 | 75 | ☠️5 | 70 | 58 | 22 | 40 | 65 | 12 | 8 | 72 | 50 | 5 | 8 | 62 | 65 | 62 | 15 | 50 | 80 | 28 | 15 | 78 | 83 | 48 | ⭐88 | 22 | 18 | 40 | 22 | 35 | 78 | 52 |
10.2.3Content intelligence & insights | 52 | 65 | 60 | ☠️10 | 54 | 50 | 14 | 35 | 45 | 15 | 10 | 58 | 18 | 30 | 20 | 38 | 58 | 42 | 15 | 60 | ⭐70 | 30 | 20 | 35 | 65 | 42 | 70 | 42 | 28 | 30 | 12 | 22 | 52 | 65 |
10.2.4AI content auditing & quality | 62 | ⭐75 | 38 | 10 | 58 | 42 | 12 | 25 | 55 | 12 | 15 | 42 | 30 | ☠️5 | 20 | 60 | 63 | 30 | 22 | 48 | 60 | 30 | 20 | 35 | 68 | 58 | 65 | 22 | 30 | 37 | 12 | 25 | 52 | 22 |
| AI Search & Personalization | ||||||||||||||||||||||||||||||||||
10.3.1AI/semantic search | 58 | 55 | ⭐78 | 15 | 22 | 20 | 28 | 20 | 47 | 20 | ☠️12 | 25 | 20 | 22 | 20 | 38 | 65 | 62 | 32 | 58 | 72 | 52 | 20 | 48 | 75 | 35 | 66 | 62 | 68 | 30 | 28 | 22 | 28 | 18 |
10.3.2AI-powered personalization | 52 | 87 | ⭐88 | 12 | 74 | 72 | ☠️10 | 10 | 30 | 12 | 20 | 55 | 15 | 20 | 18 | 40 | 28 | 48 | 25 | 72 | 82 | 25 | 18 | 78 | 38 | 62 | 80 | 68 | 22 | 33 | 12 | 22 | 55 | 40 |
| AI Platform & Extensibility | ||||||||||||||||||||||||||||||||||
10.4.1MCP server availability | 18 | ⭐90 | 62 | 42 | 82 | 40 | 68 | 75 | 35 | 52 | ☠️0 | 50 | 68 | 0 | 30 | 65 | 78 | 48 | 8 | 30 | 32 | 60 | 45 | 55 | 88 | 50 | 84 | 42 | 5 | 62 | 45 | 60 | 70 | 65 |
10.4.2Bring your own AI model/key (BYOM/BYOK) | 32 | 48 | 30 | 25 | ⭐85 | 80 | 50 | 80 | 85 | 8 | 48 | 55 | 8 | 28 | 38 | 55 | 20 | 72 | 82 | 42 | 40 | 65 | 12 | 82 | 60 | 22 | 35 | 35 | ☠️5 | 60 | 42 | 78 | 40 | 18 |
10.4.3AI developer extensibility & agent APIs | 45 | 84 | 60 | ☠️28 | 76 | 63 | 55 | 55 | 65 | 45 | 32 | 52 | 52 | 30 | 35 | 60 | 65 | 58 | 50 | 58 | 65 | 58 | 48 | 75 | ⭐85 | 45 | 82 | 32 | 30 | 52 | 58 | 55 | 60 | 50 |
10.4.4AI governance, safety & audit trails | 52 | 74 | 35 | 20 | ⭐82 | 62 | 22 | 65 | 55 | ☠️10 | 10 | 72 | 60 | 15 | 10 | 60 | 65 | 42 | 38 | 60 | 70 | 32 | 15 | 82 | 63 | 55 | 76 | 38 | 42 | 48 | 18 | 48 | 35 | 42 |
10.4.5AI observability & usage analytics | 28 | 32 | 35 | 8 | 38 | 28 | 18 | 45 | 58 | 10 | 8 | 38 | 30 | ☠️5 | 8 | 30 | 38 | 22 | 12 | 55 | 68 | 22 | 12 | 70 | 48 | 25 | 48 | 30 | 15 | ⭐72 | 22 | 38 | 30 | 20 |