Count tokens and estimate GPT prompt costs across models
An archived, independent token calculation tool stuck on older GPT models and unmaintained rates.
This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, GPT Calculator (gptcalculator.xyz) is an AI platform indexed under Large Language Models (LLMs) generating 0 monthly visits with a month-over-month traffic delta of +0 (0%). Its primary geographic market is Global (— traffic share), and it operates on a Free pricing model. Top competing alternatives by monthly volume include DeepSeek (372.76M visits/mo), Prompt Token Counter (8.33K visits/mo), ApX Machine Learning (252.39K visits/mo).
Totally outdated rates, useless now.
Dead project.
Why use this when official docs have live tokenizers?
Broken and abandoned.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Paste any prompt text and get an immediate token count, so you can see how close a prompt sits to model context or output limits.
Select from GPT-4, GPT-3.5 and GPT-3 (Ada / Davinci) to translate a token count into an estimated dollar cost based on model rates.
A programmable endpoint lets you run token counting and cost estimation from your own code, scripts or internal tooling instead of the web UI.
There is no sign-up, login or quota — open the page, enter your prompt and get results straight away.
A short blog area documents usage and context for the tool, useful for understanding what the estimates represent.
GPT Calculator exists to answer a very practical pre-flight question: how much will this prompt cost, and how many tokens does it contain? Rather than guessing, you paste your prompt text into a single field, select the target model from a dropdown, and submit. The tool returns a token count and a cost estimate derived from that model's published per-token rates, so you can budget, trim, or restructure a prompt before committing it to an API call.
The model selector covers the widely used families: GPT-4, GPT-3.5, and the legacy GPT-3 Ada and Davinci variants. Because tokenization differs between model generations, calculating against the right model matters for accuracy, and the tool keeps those options explicit. There is also a documented API, which lets developers wire token counting and cost estimation directly into their own scripts, dashboards, or CI pipelines instead of visiting the page each time.
It is worth being clear about provenance: GPT Calculator describes itself as an independent archived tool and states it is not affiliated with or endorsed by OpenAI, and that all trademarks belong to their owners. That makes it a handy third-party estimation aid rather than an authoritative billing source — treat the numbers as a close guide, since provider pricing and tokenizer behavior can change over time. The site is free to use, needs no account, and complements the small blog that accompanies it.
Estimate the cost of a prompt before firing it at the API, helping you keep spend predictable when iterating on prompts or running batch jobs.
Use the token count to spot bloated prompts and cut unnecessary wording so requests stay within limits and stay cheap.
Translate representative prompts into per-call cost estimates to sanity-check the budget impact of an LLM feature before rollout.
Experiment with different phrasings and see how token counts shift, building intuition for how models read text.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | GPT Calculator | 0 | 0% | — | Free | Current |
| 1 | DeepSeek | 372.76M | +4.3% | 78% direct | Freemium | vs DeepSeek |
| 2 | Prompt Token Counter | 8.33K | -29.9% | 40% direct | Free | vs Prompt Token Counter |
| 3 | ApX Machine Learning | 252.39K | -6.5% | 27% direct | Freemium | vs ApX Machine Learning |
| 4 | AiPrice | 2.11K | -57.8% | 39% direct | Freemium | vs AiPrice |
| 5 | Aymo AI | 268.97K | +113.3% | 25% direct | Freemium | vs Aymo AI |
| 6 | LLM Token Counter | 0 | 0% | — | Free | vs LLM Token Counter |
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
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Count prompt tokens and price them across 300+ LLM models instantly
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