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Gemini 3.1 Flash-Lite is the fastest and most cost-efficient model in the Gemini 3 series, designed for high-volume developer workloads. Priced at just $0.25 per million input tokens and $1.50 per million output tokens, it delivers enhanced performance at a fraction of the cost of larger models. It outperforms 2.5 Flash with a 2.5X faster Time to First Answer Token and a 45% increase in output speed, while maintaining similar or better quality. The model is available in preview via the Gemini API in Google AI Studio and for enterprises through Vertex AI.
Gemini 3.1 Flash-Lite offers a 2.5X faster first token and 45% higher output speed compared to 2.5 Flash, making it ideal for high-frequency workflows where low latency is critical. Its pricing is among the most competitive in its tier.
The model achieves an Elo score of 1432 on the Arena.ai Leaderboard and excels in reasoning and multimodal understanding, with 86.9% on GPQA Diamond and 76.8% on MMMU Pro—even surpassing larger Gemini models from prior generations.
Developers can control how much the model "thinks" for a task, selecting the right balance of speed and reasoning depth. This flexibility is essential for managing high-frequency workloads while handling complex inputs with precision.
Gemini 3.1 Flash-Lite can tackle tasks like high-volume translation, content moderation, generating dynamic dashboards, creating simulations, and building SaaS agents that execute multi-step business tasks.
"It can handle complex inputs with the precision of a larger-tier model, plus follow instructions and maintain adherence."
This quote from early testers captures the model's unique edge: it delivers the reasoning quality of a much larger model at a fraction of the cost and latency. Early-access developers at companies like Latitude, Cartwheel, and Whering are already using it to solve complex problems at scale, proving its real-world value for both simple and sophisticated workloads.
You need a fast, affordable AI model for high-volume tasks where cost and latency matter most. If you're building real-time applications, handling large-scale content moderation, or generating dynamic user interfaces and dashboards, Gemini 3.1 Flash-Lite offers a compelling balance of speed, intelligence, and price. It's also a strong choice if you want adaptive reasoning control without paying for a larger model's overhead.
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