AI Vendor Risk Score
Evaluate AI vendors across funding stability, compliance maturity, outage history, and data policies.
| Vendor | Funding Stability | Model Dependency | Compliance Maturity | Data Retention Risk | Outage History | Overall |
|---|---|---|---|---|---|---|
| OpenAI | 78 | 45 | 72 | 55 | 62 | High Risk62 |
| Anthropic | 81 | 60 | 85 | 75 | 88 | Low Risk78 |
| Google DeepMind | 95 | 30 | 88 | 48 | 71 | Medium66 |
| Meta AI | 92 | 35 | 62 | 40 | 82 | High Risk62 |
| Mistral AI | 65 | 70 | 68 | 72 | 90 | Medium73 |
| Cohere | 58 | 75 | 80 | 78 | 92 | Low Risk77 |
| xAI (Grok) | 72 | 55 | 45 | 50 | 85 | High Risk61 |
| Amazon Bedrock | 98 | 25 | 91 | 52 | 75 | Medium68 |
Score Methodology
Funding Stability
Assessed using total disclosed funding, revenue trajectory, and investor backing quality. A higher score indicates a vendor with lower risk of sudden shutdown or drastic pivot due to financial pressure. Considers burn rate vs revenue for private companies.
Model Dependency Risk
Measures how exposed your workloads are if the vendor changes, deprecates, or restricts a specific model. Lower scores indicate high dependency on a single flagship model (e.g. GPT-4). Higher scores reflect vendors offering multi-model or open-weight alternatives.
Compliance Maturity
Based on publicly verified certifications: SOC 2 Type II, ISO 27001, HIPAA BAA availability, GDPR DPA coverage, and FedRAMP status. Scores reflect the breadth and depth of enterprise-grade compliance documentation available.
Data Retention Risk
Evaluates default data handling practices — whether prompt/response data is retained, used for training, or shared with third parties. Higher scores indicate vendor policies that default to zero-retention, offer contractual data deletion, and provide audit logs.
Outage History
Derived from publicly reported incidents on status pages and outage trackers over the past 18 months. Considers frequency, duration, and severity of API outages. A score of 90+ means fewer than two minor incidents; below 60 indicates multiple extended outages.
Scores are composite estimates derived from public information, vendor documentation, and industry analyst reports. They represent relative risk signals, not absolute guarantees. Last updated Q1 2026.