Most Embed De measured on 3 of 261 Embeddings benchmarks3
BenchmarkByScoreRank
Reranking2
Other1
No benchmark matches
self-host onlyprice
76.2RTEB German beta
Aug 2026released
2,048Dimensions
262K tokensMax input
en, deLanguages
Alternatives?
ModelScoreCostPriceWhat changes
OpenNemotron 3 Embed 8B BF16+1%——Max input: 262K tokens → 33K tokens+1HOpenDinghy Law 8B v1same——Max input: 262K tokens → 8K tokens+1OOpenOcten Embedding 8B-3%——Max input: 262K tokens → 41K tokens+1lOpenOcten Law 8B v1-3%——Max input: 262K tokens → 41K tokens+1HOpenDinghy Law 4B v1-3%——Max input: 262K tokens → 8K tokens+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nemotron 3 Embed 8B BF16Open+1%——Max input: 262K tokens → 33K tokens+1HDinghy Law 8B v1Opensame——Max input: 262K tokens → 8K tokens+1OOcten Embedding 8BOpen-3%——Max input: 262K tokens → 41K tokens+1lOcten Law 8B v1Open-3%——Max input: 262K tokens → 41K tokens+1HDinghy Law 4B v1Open-3%——Max input: 262K tokens → 8K 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 206 in Embeddings.
Is Most Embed De better than Voyage 4 Large?›
On RTEB German beta · Mean over tasks · German, Most Embed De scores 76.2 vs 76.9 — 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?›
Nemotron 3 Embed 8B BF16 (open weights).