Alternatives to EmbeddingGemma

These tools sit near EmbeddingGemma. Compare features and pricing before you switch.

Previous Qwen3 embedding snapshot. Rechecked: still listed on Hugging Face. Drop leftover MTEB #1 as a 2026 census.

50000DR: 85AS: 88

Previous OpenAI embedding snapshot. Rechecked: still listed at $0.020/1M. Not a 2026 embedding crown.

7125DR: 152AS: 165

Previous Cohere embed snapshot. Rechecked: live catalog is Embed 4. Not a $0.10/1M 2026 default.

4500DR: 88AS: 86

2024 NVIDIA embedding snapshot. Rechecked: HF card still listed. Not a 2026 MTEB #1 census.

3000DR: 92AS: 90

2024 OpenAI embedding snapshot. Rechecked: still listed. Not an unaudited 2026 flagship or MIRACL census.

1000DR: 92AS: 95

2024 BAAI multilingual embedding snapshot. Rechecked: MIT card still listed. Not a 2026 MIRACL or MTEB crown.

1000DR: 85AS: 80