AI, API & Cloud Cost Tools
Choose a workload first: API tokens, agents, local model memory or cloud data platforms. Then compare estimates with the provider rates and your actual usage pattern.
AI Token, Agent, Coding, Video & LLM VRAM Calculators
Choose a usage-based tool for tokens, agents, coding, video or model memory.
AI Token Calculator
Convert words/characters to tokens and compare monthly API costs across OpenAI, Anthropic, Google, and Meta
Open tool or guideAI Agent Cost Calculator
Estimate multi-step agent loop costs across LLM reasoning tokens, vector DB retrieval, and observability
Open tool or guideAI Coding Cost Calculator
Compare Cursor, Claude Code, GitHub Copilot, and BYOK API token spend across engineering team sizes
Open tool or guideAI Video Cost Calculator
Calculate per-second, per-clip, and monthly production costs across generative AI video APIs and subscriptions
Open tool or guideLLM VRAM Calculator
Estimate model-memory needs from model size and inference assumptions.
Open tool or guideAI Model Pricing Comparison
Compare the model and usage assumptions shown in the pricing guide.
Open tool or guideChatGPT Pricing Calculator
Compare ChatGPT Plus, Pro, Team, and Enterprise seat licenses against pay-as-you-go OpenAI API billing
Open tool or guideClaude Sonnet 5 Pricing Calculator
Explore the existing Claude pricing resource and its usage assumptions.
Open tool or guideGoogle Gemini Agent Pricing Calculator
Estimate Gemini API, Vertex AI Agent Builder, and Google Search grounding request costs
Open tool or guideGemini 4 Argon API Pricing Calculator
Explore the existing Gemini pricing resource and its usage assumptions.
Open tool or guideMuse Wonder API Pricing Calculator
Estimate Meta Muse Wonder API text, image, and multimodal token generation costs
Open tool or guideMCP vs. Zapier Cost Comparison
Compare Model Context Protocol token-billed tool calls against Zapier task-tier pricing
Open tool or guideMeta Muse AI Tasks Guide & Checker
Evaluate Meta Muse AI task automation capabilities, limits, and workflow fit
Open tool or guideGemini Free Tier Limits & Rate Checker
Check Gemini free-tier requests-per-minute (RPM), tokens-per-day, and when to switch to paid API billing
Open tool or guideCloud Infrastructure & Data Platform Cost Calculators
Compare cloud and data-platform estimates with the provider configuration you actually need.
Azure Pricing Calculator
Estimate monthly Azure VMs, Azure SQL, Blob/ADLS storage, and outbound bandwidth costs
Open tool or guideMicrosoft Fabric Pricing Calculator
Compare capacity, running hours, storage and licensing cost assumptions.
Open tool or guideSeparate Fabric F0 Pricing Resource
Open the separate Fabric pricing resource and review its stated scope.
Open tool or guideSnowflake Cost Calculator
Explore warehouse-usage and storage assumptions in a Snowflake estimate.
Open tool or guideDatabricks Cost Calculator
Calculate DBU + underlying VM costs across Jobs Compute, All-Purpose Spark, Photon, and SQL Serverless
Open tool or guidedbt Cloud Pricing Calculator
Compare dbt Cloud Team/Enterprise seat and model-run costs against self-hosted dbt Core orchestration
Open tool or guideFabric vs. Snowflake Cost Calculator
Interactive head-to-head TCO calculator comparing Microsoft Fabric F-SKUs against Snowflake credits
Open tool or guideFabric vs. Databricks Cost Calculator
Compare Spark engineering and Medallion lakehouse TCO across Fabric CUs and Databricks DBUs
Open tool or guideFabric vs. BigQuery Cost Calculator
Compare platform-cost scenarios using the assumptions stated in the tool.
Open tool or guideCloud & Data Architecture Cost Comparisons & Optimization Guides
Read related architecture and optimization guides before treating cost as the only decision factor.
Microsoft Fabric Capacity Optimization Guide
Practical playbook to eliminate CU throttling, right-size F-SKUs, and cut Fabric compute waste
Open tool or guidePower BI Premium (P-SKU) to Fabric (F-SKU) Migration Guide
Read the migration guide before comparing capacity and licensing choices.
Open tool or guideMicrosoft Fabric Custom Live Pools & Spark Compute Guide
Configure custom Spark pools vs. starter live pools to balance notebook startup latency and CU burn
Open tool or guideMicrosoft Fabric vs. Snowflake Architecture & Cost Guide
Full technical and commercial comparison of OneLake/Direct Lake vs. Snowflake virtual warehouses
Open tool or guideMicrosoft Fabric vs. Databricks Full Comparison
Compare Spark runtimes, Unity Catalog vs. OneLake security, and total cost of ownership
Open tool or guideMicrosoft Fabric vs. Google BigQuery Comparison
Evaluate serverless slot autoscaling vs. pooled Fabric capacity units for enterprise analytics
Open tool or guideMicrosoft Fabric vs. Azure Synapse Comparison
Understand how Fabric replaces Synapse Dedicated/Serverless SQL Pools and what changes in billing
Open tool or guideKeep the next step simple
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