Activefastmultimodal Proprietary

Gemini 1.5 Flash 002

by Google· Released September 2024· Cutoff September 2024

Gemini 1.5 Flash 002 is a fast and efficient multimodal model from Google, optimized for high-volume, low-latency tasks. It balances performance and cost, making it ideal for applications requiring quick responses across text, image, audio, and video inputs. As part of the Gemini 1.5 family, it offers a large context window and competitive pricing.

Official Site API Docs

Input cost

$0.075 per 1M tokens

Output cost

$0.30 per 1M tokens

Context window

1,048,576 tokens

Max output

8192 tokens

Modalities

textimageaudiovideo

License

proprietary

Capabilities

Function CallingVisionCode GenerationStreamingJSON ModeAudio UnderstandingVideo Understanding

Best For

High-volume, low-latency applications requiring multimodal understanding and fast responses.

Strengths

Fast inference speed
Large 1M token context window
Multimodal (text, image, audio, video)
Cost-effective pricing
Strong performance on summarization and extraction tasks

Limitations

Lower quality than Gemini 1.5 Pro for complex reasoning
Not suitable for highly creative or nuanced tasks
Limited availability in some regions
May struggle with very long context retrieval accuracy

Use Cases

Customer support chatbots

Real-time content moderation

Document summarization and analysis

Image and video captioning

Audio transcription and translation

Data extraction from large documents

Interactive educational tools

Improvements Over Previous Model

Improved speed and lower latency compared to Gemini 1.5 Flash 001
Enhanced instruction following and output formatting
Better performance on summarization and extraction benchmarks
Refined safety and alignment
Updated knowledge cutoff to September 2024

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