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BGE-M3 vs Nomic Embed Text v1.5 vs DeepSeek R1
Every figure below carries the source that reported it and the moment it was observed. Values that failed validation are withheld rather than shown, and a dash means no source we track carries that field for that model.
| Field | BGE-M3 | Nomic Embed Text v1.5 | DeepSeek R1 |
|---|---|---|---|
| Downloads, 30 days | 37,229,647 (highest of the compared values)Synced from sourceCurrent1h ago | 14,308,511Synced from sourceCurrent1h ago | 815,126Synced from sourceCurrent1h ago |
| Likes | 3,615Synced from sourceCurrent1h ago | 939Synced from sourceCurrent1h ago | 14,285 (highest of the compared values)Synced from sourceCurrent1h ago |
| Context window | — | — | 64,000Synced from sourceCurrent1h ago |
| Input, $/M tokens | — | — | 0.7Synced from sourceCurrent1h ago |
| Modality | embeddingSeeded, unreviewedwritten 29d ago | embeddingSeeded, unreviewedwritten 29d ago | reasoningSeeded, unreviewedwritten 29d ago |
| Licence | mitSeeded, unreviewedwritten 29d ago | apache-2.0Seeded, unreviewedwritten 29d ago | mitSeeded, unreviewedwritten 29d ago |
| Gated | noSynced from sourceCurrent1h ago | noSynced from sourceCurrent1h ago | noSynced from sourceCurrent1h ago |
| Last updated | 2024-07-03Synced from sourceCurrent1h ago | 2026-04-07Synced from sourceCurrent1h ago | 2025-03-27Synced from sourceCurrent1h ago |
| Library | sentence-transformersSynced from sourceCurrent1h ago | sentence-transformersSynced from sourceCurrent1h ago | transformersSynced from sourceCurrent1h ago |
| Task | sentence-similaritySynced from sourceCurrent1h ago | sentence-similaritySynced from sourceCurrent1h ago | text-generationSynced from sourceCurrent1h ago |
| Hugging Face | BAAI/bge-m3Synced from sourceCurrent1h ago | nomic-ai/nomic-embed-text-v1.5Synced from sourceCurrent1h ago | deepseek-ai/DeepSeek-R1Synced from sourceCurrent1h ago |
| OpenRouter id | — | — | deepseek/deepseek-r1Synced from sourceCurrent1h ago |
| Output, $/M tokens | — | — | 2.5Synced from sourceCurrent1h ago |
| Vendor | BAAISeeded, unreviewedwritten 29d ago | Nomic AISeeded, unreviewedwritten 29d ago | DeepSeekSeeded, unreviewedwritten 29d ago |
Sources: Hugging Face Hub, OpenRouter model catalogue. Most recent observation 1h ago. Where a row is marked, ▲ is the highest of the values shown and ▼ the lowest — arithmetic on the figures above, not a ranking or a recommendation. Rows where neither extreme is meaningful are left unmarked rather than given a direction they do not have.
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