GEMINI TOKEN COUNTER

Gemini Token Counter

Estimate tokens and API cost for Google Gemini models, including Gemini Pro and Flash tiers. Google does not publish the Gemini tokenizer for offline use, so counts are labeled estimates, paired with current official pricing and the model context windows, which reach 1 million tokens.

PROMPT

Count Gemini tokens live.

Tokens

0

Words

0

Characters

0

Input cost

$0.00

Output cost

$0.00

Total request

$0.00

1,048,576 token context window Estimated count 0%

Need optimization signals, a heatmap, monthly projections, or cross-provider comparison? Open the full analyzer. Need billing-exact numbers? Get them free with your own API key.

How Gemini tokenization works

Gemini uses a SentencePiece-derived tokenizer that is not available for exact offline counting; the Gemini API provides a countTokens method for exact numbers.

Google documents roughly 4 characters per token for English text, similar to other modern models.

Gemini context windows are among the largest available, up to about 1 million tokens, enough for entire codebases or several books in one request.

Some Gemini models use tiered pricing where prompts beyond a token threshold bill at higher rates; the counter applies the correct tier automatically.

Gemini models and current pricing

Gemini 3.5 Flash Token Counter

1,048,576 token context. $1.50 in / $9.00 out per 1M tokens.

Gemini 3.1 Pro Preview Token Counter

1,048,576 token context. $2.00 in / $12.00 out per 1M tokens.

Gemini 3.1 Flash-Lite Token Counter

1,048,576 token context. $0.25 in / $1.50 out per 1M tokens.

Gemini 2.5 Pro Token Counter

1,048,576 token context. $1.25 in / $10.00 out per 1M tokens.

Gemini 2.5 Flash Token Counter

1,048,576 token context. $0.30 in / $2.50 out per 1M tokens.

Gemini 2.5 Flash-Lite Token Counter

1,048,576 token context. $0.10 in / $0.40 out per 1M tokens.

Pricing refreshed 2026-07-01 from official provider sources. Compare against other providers on the LLM pricing table or browse the full model directory.

FAQ

Gemini token counter FAQ

Is this Gemini token counter exact?

It is a clearly labeled estimate, because Google has not released the Gemini tokenizer for offline use. For exact counts the Gemini API offers a free countTokens call. For planning prompts and budgets, the estimate here is typically close for English text.

How much text fits in the Gemini 1M context window?

About 750,000 English words, roughly 1,500 pages. That is enough for entire repositories, long video transcripts, or several novels, though cost scales with every token you send.

Why does my Gemini prompt cost more past 200K tokens?

Several Gemini models have tiered pricing: prompts above a threshold (commonly 200K tokens) bill at a higher per-token rate for the whole request. This counter selects the correct pricing tier based on your prompt size so the estimate reflects what Google would charge.