Gemini Embedding 2
Google’s first multimodal embedding model.
Gemini Embedding 2 maps text and images into a unified vector space for semantic search and retrieval-augmented generation.
- Provider
- Type
- Embedding model
- Released
- May 20, 2026
- Context window
- 8K tokens
- Price
- $0.20 per 1M input tokens
- Input
- text, image
- Output
- embedding
- Open weights
- No
Best for
- Multimodal
- Research
- Enterprise
Strengths
- Text + image in one space
- Available on Gemini API and Vertex AI
More from Google
- Gemini 4 Argon — Google. Google’s next-generation frontier model, currently restricted to vetted cyber defenders.
- Gemini 3.8 Flash — Google. Google’s most intelligent Flash model — fully multimodal, fast and affordable.
- Gemini 3.5 Flash Lite — Google. High-efficiency multimodal model for focused subagent tasks.
- Nano Banana 2.1 — Google. Google’s latest image generation and editing model.
- Gemma 4 31B — Google. Open-weight dense multimodal model from Google DeepMind.
- Gemma 4 26B A4B — Google. Open MoE Gemma: ~31B-class quality with only 3.8B active parameters.
- Gemini Omni Flash 1.1 — Google. Google’s fast, low-cost video generation model.
- Veo 3.1 — Google. Google’s Veo video model with native audio; powers Flow.