Stack Map
Explore the AI vendor landscape — compare vendors across 15 categories
AI Security & Defense
41 vendors · 20 capabilities
Prompt injection, DLP, runtime, compliance, agentic AI, MCP security, and 14 more
PostureRuntimeGovernanceEmergingTesting
AI Observability & LLMOps
22 vendors · 20 capabilities
Tracing, evals, cost tracking, latency, drift detection, dataset management
TracingCost & PerfEvaluationData & ExpOperations
AI Governance & Compliance
20 vendors · 20 capabilities
Risk registry, model cards, bias audit, EU AI Act, NIST AI RMF
Risk MgmtRegulatoryPolicy & ProcessOversight
AI Gateway & Routing
16 vendors · 16 capabilities
Multi-provider routing, semantic caching, guardrails, cost control, MCP support
RoutingCost & PerfSecurityOps
AI Evaluation & Testing
14 vendors · 14 capabilities
RAG metrics, hallucination detection, red teaming, CI/CD evals, LLM-as-judge
Core MetricsSafetyPipelinePlatform
AI Agent Frameworks
12 vendors · 14 capabilities
Multi-agent orchestration, state management, MCP/A2A protocols, tool use
ArchitectureInteropRuntimeProduction
AI Data Infrastructure
13 vendors · 14 capabilities
Vector databases, embeddings, hybrid search, RAG infrastructure
CoreOperationsEcosystemGovernance
AI Coding Tools
10 vendors · 14 capabilities
Code completion, agentic coding, codebase awareness, multi-model support
CoreFlexibilityQualityEnterprise
AI DevSecOps
15 vendors · 14 capabilities
AI code scanning, SBOM for AI, secret detection, auto-remediation, license compliance
Code SecSupply ChainPipelineGovernance
AI Infrastructure & Compute
12 vendors · 14 capabilities
GPU clouds, inference APIs, custom silicon, model serving, serverless compute
ComputeDeploymentDevExBusiness
Frontier Model Providers
8 vendors · 16 capabilities
Closed-source API providers: quality, pricing, enterprise controls, safety, ecosystem
BenchmarksModel FeaturesPlatformEnterprise
Open Source Models
12 vendors · 16 capabilities
Open-weight models: benchmarks, licensing, fine-tuning, quantization, deployment
BenchmarksModel FeaturesDeploymentEcosystem
AI Data Labeling & Training
10 vendors · 12 capabilities
Annotation platforms, RLHF data, weak supervision, synthetic data, managed labeling
LabelingAutomationPlatform
AI No-Code Orchestration
8 vendors · 12 capabilities
Visual AI workflow builders, drag-and-drop LLM apps, RAG pipelines, agent orchestration
BuilderOrchestrationPlatform
AI Identity & Access
7 vendors · 10 capabilities
Agent authentication, fine-grained authorization, token vaults, least-privilege, MCP auth
IdentityAccess ControlIntegration