LLM Pipeline Cost Calculator
AI architects
Model chained calls, fan-out, retries, caching, and multi-step production LLM cost.
ArchitectOpen tool
AI Architecture
Free AI architecture calculators for cost, retrieval, and reliability.
Model chained LLM calls, size a vector store, compare embeddings, count tokens, and stress test reliability before you commit to a vendor. Every tool runs in the browser with no server roundtrip.
Showing 6 of 21 tools in AI Architecture
Cost Engineering
Retrieval & Embeddings
RAG Cost & Sizing Calculator
Platform teams
Cost embeddings, vector storage, retrieval, reranking, and generation for RAG systems.
ArchitectOpen tool
Vector Database Comparison Matrix
AI architects
Compare 10 leading vector databases by hosting, open source, hybrid search, free tier, and price. Filter and decide.
ArchitectOpen tool
Reliability & Risk
LLM Hallucination Risk Estimator
Architects and compliance leads
Estimate risk by task type, grounding strategy, guardrails, and domain sensitivity.
ArchitectOpen tool
Prompt Injection Tester
AI engineers and security leads
Run 10 categorised adversarial probes against your system prompt. BYO API key, browser only, OWASP LLM Top-10 aligned.
EngineerOpen tool
Need help interpreting a result?
Bring your scenario to a strategy call and I will pressure test the assumptions with you.