Google Gemini API Pricing Calculator

Overview

On May 14, 2024, the Gemini family of models received a significant update with the introduction of Gemini 1.5 Flash. This lightweight model is designed for speed and efficiency, providing an efficient solution for high-volume, high-frequency tasks. The Gemini 1.5 Flash is notably optimized for lower latency and cost-efficient service, making it a versatile option for various applications.

Key Features

• Speed and Efficiency: As the fastest model in the Gemini series served in the API, Gemini 1.5 Flash is optimized for tasks that require rapid responses and high efficiency.
• Multimodal Reasoning: Despite its lightweight nature, 1.5 Flash is capable of sophisticated multimodal reasoning, handling vast amounts of information and delivering high-quality output.
• Long Context Window: Featuring a breakthrough context window of 1 million tokens, it excels in tasks such as summarization, chat applications, image and video captioning, and data extraction from long documents and tables.

Training and Performance

Gemini 1.5 Flash benefits from a training process known as "distillation," where essential knowledge and skills from the larger 1.5 Pro model are transferred to create a smaller, more efficient model. This training method ensures that 1.5 Flash maintains high performance levels despite its lightweight nature.

Improving 1.5 Pro

Alongside the introduction of 1.5 Flash, significant improvements have been made to 1.5 Pro. Enhancements include an extended context window to 2 million tokens, and advancements in code generation, logical reasoning, multi-turn conversation, and audio and image understanding. These updates make 1.5 Pro even more versatile and powerful for a broad range of tasks.

Sophisticated Vision Capabilities

The vision capabilities of Gemini 1.5 Flash are on par with leading models, capable of processing a wide range of visual formats such as photos, charts, graphs, and technical diagrams. This capability makes it particularly valuable for industries with significant visual data.

Reduced Refusals

Gemini 1.5 Flash exhibits fewer unnecessary refusals and shows a nuanced understanding of user prompts. This improvement enhances the user experience by providing responses more consistently and accurately.

Responsible Design

The Gemini 1.5 Flash model is designed with a strong emphasis on safety and trustworthiness. Teams dedicated to tracking and mitigating various risks, such as misinformation and privacy issues, have ensured that the model remains reliable and secure for users.

Easy to Use

Gemini 1.5 Flash excels at following complex, multi-step instructions and produces structured outputs in popular formats like JSON. These capabilities simplify its use in diverse applications, ranging from natural language classification to sentiment analysis.