Most Embed De measured on 7 of 194 Embeddings benchmarks7
BenchmarkByScoreRank
Reranking2
Other5
No benchmark matches
self-host onlyprice
76.2RTEB German beta
Aug 2026released
2,048Dimensions
262K tokensMax input
en, deLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+6%—$0.01Max input: 262K tokens → 33K tokens+2OOpenOcten Embedding 8B+22%——Max input: 262K tokens → 41K tokens+1lBetterOcten Law 8B v1Open+22%——Max input: 262K tokens → 41K tokens+1OBetterOcten Embedding 8B INT8Open+21%——Max input: 262K tokens → 41K tokens+1bBetterMoD EmbeddingOpen+17%——Max input: 262K tokens → 41K tokens+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+6%—$0.01Max input: 262K tokens → 33K tokens+2OOcten Embedding 8BOpen+22%——Max input: 262K tokens → 41K tokens+1lOcten Law 8B v1Open+22%——Max input: 262K tokens → 41K tokens+1OOcten Embedding 8B INT8Open+21%——Max input: 262K tokens → 41K tokens+1bMoD EmbeddingOpen+17%——Max input: 262K tokens → 41K tokens+1ModelScoreCostPriceWhat changes
OOcten Embedding 8BOpen+22%——Max input: 262K tokens → 41K tokens+1lOcten Law 8B v1Open+22%——Max input: 262K tokens → 41K tokens+1OOcten Embedding 8B INT8Open+21%——Max input: 262K tokens → 41K tokens+1bMoD EmbeddingOpen+17%——Max input: 262K tokens → 41K tokens+1OOcten Embedding 4BOpen+16%——Max input: 262K tokens → 41K tokens+1Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceCC BY-NC 4.0no commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Most Embed De cost?›
There is no per-unit API price: self-host only.
Is Most Embed De free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Most Embed De, and what is it best at?›
#4 of 212 in Embeddings.
Is Most Embed De better than Nemotron 3 Embed 8B Legal?›
On RTEB Law beta · Mean over tasks · multilingual (4 languages), Most Embed De scores 63.6 vs 64.5 — about the same.
When was Most Embed De released? Is there a newer version?›
Released 2026-08-11. It is the current version in its line.
Is Most Embed De open source?›
Yes, the weights are open (cc-by-nc-4.0 licence).
Can I run Most Embed De locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Most Embed De?›
Most Embed De is an open-weights embeddings & retrieval model from malteos, released Aug 2026.
What are the best alternatives to Most Embed De?›
Qwen 3 Embedding 8B (better), Octen Embedding 8B (open weights).