Compare models
DeepSeek V3 vs BGE-M3 vs Nomic Embed Text v1.5
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 | DeepSeek V3 | BGE-M3 | Nomic Embed Text v1.5 |
|---|---|---|---|
| Downloads, 30 days | 1,134,368Synced from sourceCurrentjust now | 37,229,647 (highest of the compared values)Synced from sourceCurrentjust now | 14,308,511Synced from sourceCurrentjust now |
| Likes | 4,236 (highest of the compared values)Synced from sourceCurrentjust now | 3,615Synced from sourceCurrentjust now | 939Synced from sourceCurrentjust now |
| Context window | 163,840Synced from sourceCurrentjust now | — | — |
| Input, $/M tokens | 0.32Synced from sourceCurrentjust now | — | — |
| Modality | textSeeded, unreviewedwritten 29d ago | embeddingSeeded, unreviewedwritten 29d ago | embeddingSeeded, unreviewedwritten 29d ago |
| Licence | deepseekSeeded, unreviewedwritten 29d ago | mitSeeded, unreviewedwritten 29d ago | apache-2.0Seeded, unreviewedwritten 29d ago |
| Gated | noSynced from sourceCurrentjust now | noSynced from sourceCurrentjust now | noSynced from sourceCurrentjust now |
| Last updated | 2025-03-27Synced from sourceCurrentjust now | 2024-07-03Synced from sourceCurrentjust now | 2026-04-07Synced from sourceCurrentjust now |
| Library | transformersSynced from sourceCurrentjust now | sentence-transformersSynced from sourceCurrentjust now | sentence-transformersSynced from sourceCurrentjust now |
| Task | text-generationSynced from sourceCurrentjust now | sentence-similaritySynced from sourceCurrentjust now | sentence-similaritySynced from sourceCurrentjust now |
| Hugging Face | deepseek-ai/DeepSeek-V3Synced from sourceCurrentjust now | BAAI/bge-m3Synced from sourceCurrentjust now | nomic-ai/nomic-embed-text-v1.5Synced from sourceCurrentjust now |
| OpenRouter id | deepseek/deepseek-chatSynced from sourceCurrentjust now | — | — |
| Output, $/M tokens | 0.89Synced from sourceCurrentjust now | — | — |
| Vendor | DeepSeekSeeded, unreviewedwritten 29d ago | BAAISeeded, unreviewedwritten 29d ago | Nomic AISeeded, unreviewedwritten 29d ago |
Sources: Hugging Face Hub, OpenRouter model catalogue. Most recent observation just now. 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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