Living Abroad API — intelligence and analytics for AI agents.

Calculate living wage gaps from compensation and location data

Plan your LLM API budget - given monthly spend, request volume & task type, recommend the best model & flag overages.

Compare LLM models — GPT-4, Claude, Gemini and Llama across capability, cost and speed. Built for AI developers.

Live llm confidence live data and intelligence for agents and automated workflows

Plan optimal context window usage for long-document LLM tasks

Plans context window allocation strategies when content exceeds model limits with compression options.

Llm Cost Arbitrage Scorer

Calculate and compare LLM API costs across GPT-4, Claude and Gemini models.

QA LLM evaluation datasets from task coverage, label quality, leakage risk, difficulty balance, and owner signoff

Detect and score hallucination risk in LLM-generated text

Analyze and score with Llm Jailbreak Detector API — structured JSON output.

Scores LLM system prompts for resistance to known jailbreak techniques and injection attack patterns.

Llm Model Cost Comparator

Route AI tasks to model classes using latency, cost, context, quality, and privacy constraints

Live llm output cache data and intelligence for agents and automated workflows

Automatically grade LLM-generated responses for factual accuracy, instruction adherence, coherence, completeness, and sa

Validates and auto-repairs LLM outputs to enforce JSON, list, CSV, and markdown format compliance.

Analyze and score with Llm Persona Simulator API — structured JSON output.

Look up current pricing for Claude, GPT-4, Gemini and Llama — input/output token costs, context windows and best-use recommendations.

Designs optimized system prompts with role, format, and constraints tailored to any LLM task type.

Llm Prompt Cost Estimator

Curated prompt library for common AI tasks — extraction, classification, summarization and code review. Built for AI developers.

Analyze and improve prompts by detecting vague instructions and missing format specs.

Parse LLM responses extracting JSON, lists, and structured data

Route LLM requests to the right model based on task complexity and cost constraints. Built for AI developers.

Analyze and score with Llm Structured Data Extractor API — structured JSON output.

Validate LLM structured outputs against a field type schema with detailed errors.

Count tokens for any text input across 20+ LLM models including GPT-4o, Claude 3.5, Gemini 1.5, and Llama 3. Returns per

Estimate token count for any text across 12 LLM models with context fit check and cost preview.

Estimate token counts for any text across LLM providers — plus calculate cost per request and monthly projections at scale.

Live llm uncertainty quant data and intelligence for agents and automated workflows

Convert decimal degrees to DMS format

Recommend load balancing strategies with traffic distribution, health checks and failover

Load Balancer Intel API — intelligence and analytics for AI agents.

Score load balancing configurations for efficiency

Guide to load balancing algorithms: round robin, least connections, IP hash.

Calculate vehicle load factors and payload efficiency

Score load plan efficiency from cube and weight utilization

Recommend load testing strategies with traffic patterns and thresholds

Generate load testing scenarios for various traffic patterns

Generate load testing scenarios and configs

Load testing: throughput benchmarking, latency under load, error rate at capacity, bottleneck identification, auto-scali

Analyze and score load testing estimator data for actionable business insights

Calculate maximum loan amount based on income, DTI ratio, and existing debts.

Deterministic max loan & home price from income, DTI caps, rate and term — identifies the binding constraint

Calculate loan amortization schedules with monthly payments, interest breakdown and payoff timeline

Loan Amortization Calculator

Calculate monthly payment, total interest, and amortization schedule with extra payment savings.

Generate full loan amortization schedules with monthly principal and interest breakdown.