Lowest price
Choose text-embedding-3-large
text-embedding-3-large costs $0.13 / 1M tokens, against $0.20 / 1M tokens for Gemini Embedding 2.
Gemini Embedding 2 vs text-embedding-3-large: price, context and capabilities
Choose Gemini Embedding 2 for images as input and the latest release. Choose text-embedding-3-large for the lowest price.
In short
- text-embedding-3-large is 35% cheaper than Gemini Embedding 2 at the headline price ($0.13 / 1M tokens vs $0.20 / 1M tokens).
- Gemini Embedding 2 reads more per request: 8k tokens against 8k.
- Gemini Embedding 2 is the newer model (April 2026, against January 2024).
- Only Gemini Embedding 2 offers vision, audio input, video input.
Which should you choose?
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Images as input
Choose Gemini Embedding 2
Gemini Embedding 2 accepts images as input; text-embedding-3-large does not.
Latest release
Choose Gemini Embedding 2
Gemini Embedding 2 is the newer release (April 2026, against January 2024 for text-embedding-3-large).
Specifications side by side
| Gemini Embedding 2 | text-embedding-3-large | |
|---|---|---|
| Provider | OpenAI | |
| Category | Embeddings | Embeddings |
| Status | Generally available | Generally available |
| Headline price | $0.20 / 1M tokens | $0.13 / 1M tokens |
| Context window | 8k | 8k |
| Max output | No data | No data |
| Released | April 2026 | January 2024 |
| Knowledge cutoff | No data | No data |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Audio input, Video input | No data |
| API model id | gemini-embedding-2 | text-embedding-3-large |
Frequently asked questions
Should I choose Gemini Embedding 2 or text-embedding-3-large?
Choose Gemini Embedding 2 for images as input and the latest release. Choose text-embedding-3-large for the lowest price.
Which is cheaper, Gemini Embedding 2 or text-embedding-3-large?
text-embedding-3-large is 35% cheaper than Gemini Embedding 2 at the headline price ($0.13 / 1M tokens vs $0.20 / 1M tokens).
Which has the larger context window, Gemini Embedding 2 or text-embedding-3-large?
Gemini Embedding 2 reads more per request: 8k tokens against 8k.
What is the difference between Gemini Embedding 2 and text-embedding-3-large?
Gemini Embedding 2 is made by Google and text-embedding-3-large by OpenAI. text-embedding-3-large is 35% cheaper than Gemini Embedding 2 at the headline price ($0.13 / 1M tokens vs $0.20 / 1M tokens). Gemini Embedding 2 reads more per request: 8k tokens against 8k. Gemini Embedding 2 is the newer model (April 2026, against January 2024). Only Gemini Embedding 2 offers vision, audio input, video input.
Which is newer, Gemini Embedding 2 or text-embedding-3-large?
Gemini Embedding 2 was released on April 2026 and text-embedding-3-large on January 2024.