Gemini Embedding 2 is Google's embedding model with a 8K context window and up to 128 output tokens, available from 3 providers, starting at $0.2 / 1M input. Google's first fully multimodal embedding model capable of mapping text, images, video, audio, and PDFs into a unified vector space.
Capabilities
Input5/5
Text✓
Image✓
Audio✓
Video✓
PDF✓
Output1/5
Text·
Image·
Audio·
Video·
Embedding✓
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | Batch | ||||||
|---|---|---|---|---|---|---|---|---|
| Input $ / 1M | Audio In $ / 1M | Image In | Video In | Input $ / 1M | Audio In $ / 1M | Image In $ / 1M | Video In $ / 1M | |
| $0.2 | $6.50 | $0.45 / 1M tokens | $12.00 / 1M tokens | $0.1 | $3.25 | $0.225 | $6.00 | |
| $0.2 | $6.50 | $0.45 / 1M tokens | $12.00 / 1M tokens | $0.1 | $3.25 | $0.225 | $6.00 | |
| $0.2 | N/A | N/A | N/A | — | — | — | — | |
Cost Calculator
US Dollar ($)
Preset:
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| Text Embedding 5 | 2K | $0.025 | — | Available | |
| Embed 4 | 128K | $0.120 | $0.470 | Available | |
| Embed 4 Img | — | — | $0.470 | — | Available |
| Embed 4 Txt | — | — | $0.120 | — | Available |
| Text Embedding 4 | — | 2K | $0.100 | — | Deprecated |
| Voyage 4 | — | 32K | $0.060 | — | Available |
| Voyage 4 Large | — | 32K | $0.120 | — | Available |
| Voyage 4 Lite | — | 32K | $0.020 | — | Available |
| Voyage 3.5 | 32K | $0.060 | — | Available | |
| Voyage 3.5 Lite | 32K | $0.020 | — | Available | |
| Gemini Embedding 2 | 8K | $0.200 | — | Current |