AI Cost Intelligence · FinOps Tools
AI Token Calculator
Paste your text to count tokens instantly, or enter usage volumes to project AI API costs across 70+ models from 12 providers. Powered by Trinfac FinOps methodology.
Instant Token Counter
Paste your text — see tokens & cost
Counts tokens using the 4-characters = 1 token heuristic. Select a model to see the live cost for your text.
Heuristic: 1 token ≈ 4 characters of English text (~¾ of a word). Actual token counts vary by model and language — OpenAI tiktoken, Anthropic's tokeniser, and Google SentencePiece all differ slightly. This tool uses the widely-accepted 4-character approximation for fast estimation.
Cost Projector
Project your AI spend by usage volume
Enter expected usage parameters. Costs are projected daily, monthly, and annually across all text models — sorted cheapest first.
Monthly Volume Summary
Cost Comparison — All Models
| Provider | Model | Daily Cost | Monthly Cost | Annual Cost | Per User / Month |
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* Projections based on published list prices (USD/1M tokens, Q1 2026). Assumes flat usage across working days. Actual costs may vary with volume discounts, caching, or reserved capacity. Embedding and image models excluded. Trinfac recommends building a chargeback model around projected spend to ensure AI cost accountability across teams.
Pricing Reference
Full Model Pricing Table
70+ models across 12 providers. Click column headers to sort. Search or filter to narrow results.
| Provider | Model | Category | Input / 1M | Output / 1M | Context | Features |
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Turn pricing data into savings.
Trinfac's FinOps consultants help you choose the right model mix, negotiate volume pricing, and build chargeback frameworks for your AI operations.