- Enterprise Developers & API Users: Ideal for mission-critical workflows that require speed and scalability.
- Data & Compliance Teams: Use it for rapid multimodal document analysis and routing at scale.
- AI & Agent Builders: Invoke tools like search or code execution with controlled reasoning.
- Localization Teams: Fast translation of text, images, audio, or video content.
- SaaS & High-Volume Clients: Leverage the preview for cost-optimized, real-time classification and summarization pipelines.
How to Use Gemini 2.5 Flash-Lite?
- Access via Google AI Studio or Vertex AI: The preview model `gemini-2.5-flash-lite-preview-06-17` is available now.
- Send Text, Image, Audio, or Video Input: Get rapid text responses optimized for throughput.
- Adjust Thinking Budget: Toggle reasoning on or off to balance cost, latency, and output quality.
- Scale Large-Scale Tasks: Use for classification, summarization, routing, translation—tasks demanding speed and volume.
- Monitor & Tune Usage: Track latency, throughput, and token cost; consider caching or batching to optimize performance.
- Fastest & Cheapest Gemini 2.5 Model: Optimized for high throughput with minimal delay in preview form.
- Thinking Budget Control: Developers choose when the model “thinks,” toggling reasoning for efficiency.
- Massive 1M-Token Context: Handles extensive inputs across text, code, visuals, audio, and video.
- Multimodal Input Support: Accepts diverse formats in a single call—text, images, audio, video.
- Better Than Previous Lite Models: Offers stronger performance across coding, math, reasoning, and vision than older flash versions.
- Unmatched speed and throughput—ideal for enterprise pipelines
- Cost-effective with configurable reasoning
- Huge context window supports long inputs
- Runs multimodal workloads in one model
- Developer-friendly access via API and SDK
- Still in preview—may change before stable release
- Requires developer integration; no UI yet
- Deep thinking may increase cost and latency if not tuned
Free
$ 0.00
Paid
custom
- Input price: 1) $0.10 (text / image / video) 2) $0.50 (audio)
- Context caching: 1) $0.075 (text / image / video) 2) $0.25 (audio)
- Grounding with Google Search: 1,500 RPD (free, limit shared with Flash-Lite RPD), then $35 / 1,000 requests
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Editorial Note
This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.
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