AI Agent Workflow & Smart Cost Simulator
Estimate monthly AI agent spend in seconds. Pick a model, use a preset, then compare real workflow costs across OpenAI, Claude, Gemini, DeepSeek, Qwen, Kimi, MiniMax, Mistral, xAI, Amazon, and more.
Featured tools
Latest guides
Data and methodology
Tokencost loads live LLM pricing where available, keeps fallback data updated by automation, and marks unstable creator-tool pricing as manual input instead of inventing rates.
Scenario Inputs
Tune the agent workload and pick any live model.
Workflow Examples
Not sure what token settings mean? Pick a real AI product workflow, preview the assumptions, then apply it to the calculator.
Adds hidden tokens billed at the input rate.
Context grows linearly each turn.
Real-Time Cost Readout
Share This Result
Copy a post that explains the savings and brings people back to the calculator.
Flagship Model Comparison
Same scenario across live-loaded alternatives.
📉 AI Price Wars: Historical Trend Tracker
See how competition is driving down your SaaS infra costs.
Milestone Logic
This chart is intentionally opinionated: flagship prices start high, then flatten as competition and efficiency pressure kick in. Switch the toggle to compare input versus output pricing.
What to read
OpenAI shows the sharpest mainstream compression, Anthropic illustrates premium reasoning pricing falling into the same band, and DeepSeek makes the floor visible by entering far below western flagship pricing.
Popular AI Cost Questions
Fast answers for builders comparing model pricing, agent loops, and creator tool spend.
How do I estimate AI agent cost?
Start with input tokens, output tokens, reasoning multiplier, cache hit rate, agent turns, and monthly calls. The calculator converts those assumptions into per-run and monthly cost.
Which model is cheapest for agent workflows?
It depends on output size, cache support, and reasoning depth. Use the comparison chart to test GPT, Claude, Gemini, DeepSeek, Qwen, and other loaded models with the same workflow.
Can creators estimate AI video, voice, and music spend?
Yes. Use the creator calculators for AI music, video, voice, SaaS profit, and channel profit planning with USD, RMB, and MYR assumptions.
Indexable Model Pages
Search-focused pages built for the models people compare most often.
High-intent landing page for generic searches around token cost, agent loops, and routing savings.
Targets searches for GPT-4o, GPT-4.1, reasoning models, and agent workflow cost estimates.
Built for Claude Sonnet, Opus, and long-context workflow economics.
Captures lower-cost search demand around DeepSeek, Qwen, Kimi, and related models.
AI Creator & SaaS Hub
New calculators for music, video, voice, SaaS margins, and creator profit planning.
Suno, Udio, Stable Audio, ElevenLabs Music, Mureka, and China music tools.
Runway, Pika, Luma, Kling, Hailuo, Vidu, Synthesia, Sora, and Veo planning.
ElevenLabs, Murf, PlayHT, Azure, Google, OpenAI, Minimax, Tencent, and Alibaba.
Revenue, API burn, churn, break-even users, and pricing tiers.
Model AI-assisted YouTube, TikTok, and Shorts workflows.
Regional comparison for China-based creator platforms with RMB planning.
Searchable comparison view for all creator tooling categories.
Free SEO guide hub that links every calculator and explains cost planning basics.