Tokens for any listed model
Sample
Paste sample text or enter token counts; pick provider from the list.
What you get
Normalizes pricing when you split input vs output tokens.
Different LLMs tokenize text differently — the same paragraph can be 150 tokens in GPT-5.5 and 170 in Claude 4.7 Opus. This universal token counter analyzes your text against every major model's tokenizer so you know exactly what you'll pay before making a single API call.
Sample
Paste sample text or enter token counts; pick provider from the list.
What you get
Normalizes pricing when you split input vs output tokens.
Calculate API costs for all GPT-5.4 models with current 2026 pricing.
Estimate costs for Claude 4.7 Opus, Sonnet, and Haiku models.
Calculate costs for Gemini 3.1 Pro, Flash, and Nano models.
Estimate GPU and cloud costs for self-hosting Llama 4 models.
Compare RAG and fine-tuning costs to find the optimal approach for your project.