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DevFormula
AI Tokens & Cloud ComputeVerified 2026-10-21

Google Gemini 1.5 Pro 2M Context Token Calculator

Simulate cloud expenses for Google Gemini 1.5 Pro with native 2,000,000 token multimodal context windows.

Parameters & Config

Pre-configured official API pricing for this specific model tier

tokens
tokens
10tokens128,000tokens

Prompt payload size including system prompt, user prompt, and chat history

tokens
tokens
10tokens16,000tokens

Generated output tokens returned by the model

calls/day
calls/day
10calls/day10,000,000calls/day

Total API requests processed per day across all users

$
$
0.001$100$

Cost per 1,000,000 incoming prompt tokens

$
$
0.001$200$

Cost per 1,000,000 generated completion tokens

Projected Monthly BillLIVE ESTIMATE
$675.00

Estimated 30-day cloud billing based on current traffic and model selection

Daily Burn RateLIVE ESTIMATE
$22.50

Average daily API infrastructure expenditure incurred

Key Metrics & Sub-Totals

3 items
Monthly Total TokensTotal prompt and completion tokens processed over 30 days
360,000,000 tokens
Monthly Input Cost ShareCost attributable to incoming prompt and context window tokens
$375.00
Monthly Output Cost ShareCost attributable to autoregressive generation tokens
$300.00

Calculation Summary & Unit Breakdown

MetricCalculated ValueNotes / Logic
Active Model ConfigurationGemini 1.5 Pro (Google 2M Window • $1.25 / $5.00)-
Daily Request Volume2,000queries/day
Tokens per Request6,000Prompt: 5,000 / Output: 1,000
Daily Token Burn12,000,000tokens/day
Monthly Total Tokens360,000,00030-day projection
Daily Average Infrastructure Cost$22.50USD
Monthly Prompt (Input) Token Cost$375.00USD
Monthly Completion (Output) Token Cost$300.00USD
Total Projected Monthly Cloud Bill$675.00USD

Overview & Methodology

Google Gemini 1.5 Pro features an industry-leading 2,000,000 token context window capable of ingesting entire codebases, 1 hour of video, or 22 hours of audio. Billed at $1.25 per 1M input tokens and $5.00 per 1M output tokens (for prompts under 128k tokens).

Mathematical Formulation

Single Cost = (Input Tokens / 1M × $1.25) + (Output Tokens / 1M × $5.00). Monthly = Single Cost × Daily Volume × 30.

Optimization Best Practices

1

Context caching on Gemini 1.5 Pro reduces prompt prices by 75% down to $0.3125/1M on documents cached over 1 hour.

2

Prompts exceeding 128,000 tokens double in price to $2.50 input / $10.00 output per 1M tokens.

3

Supports native audio and video frame upload directly through the Google AI Studio File API.

Frequently Asked Questions

Q.What is the pricing for prompts over 128k tokens on Gemini 1.5 Pro?
A.

Prompts >128k tokens are billed at $2.50 per 1M input and $10.00 per 1M output tokens.

Q.How much does it cost to analyze a 1-hour video on Gemini 1.5 Pro?
A.

1 hour of video corresponds to ~700,000 tokens, costing approximately $1.75 for the input video ingestion.

Q.What is the context caching cost on Gemini 1.5 Pro?
A.

Cached tokens cost $0.3125/1M plus $4.50 per 1M tokens per hour of storage.