Mdbr Leaf Ir measured on 6 of 194 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
21.7RTEB French beta
Aug 2025released
1K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge Base En v1.5unstatedOpen+6%—$0.005Memory (4-bit): 0 GB → 0.1 GB
OpenNemotron 3 Embed 8B BF16+73%——Memory (4-bit): 0 GB → 4.8 GB
BetterQwen 3 Embedding 8BunstatedOpen+63%—$0.01Languages: not verified+1BetterBge M3unstatedOpen+34%—$0.01Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen+32%—$0.01Memory (4-bit): 0 GB → 0.3 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+6%—$0.005Memory (4-bit): 0 GB → 0.1 GBQwen 3 Embedding 8BunstatedOpen+63%—$0.01Languages: not verified+1Bge M3unstatedOpen+34%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+32%—$0.01Memory (4-bit): 0 GB → 0.3 GBiMultilingual E5 Large InstructunstatedOpen+19%—$0.01Memory (4-bit): 0 GB → 0.3 GBModelScoreCostPriceWhat changes
Nemotron 3 Embed 8B BF16Open+73%——Memory (4-bit): 0 GB → 4.8 GBOOcten Embedding 4BOpen+66%——Memory (4-bit): 0 GB → 2.4 GBOOcten Embedding 4B INT8Open+65%——Memory (4-bit): 0 GB → 2.4 GBOOcten Embedding 8BOpen+65%——Memory (4-bit): 0 GB → 4.5 GBNV Embed v2unstatedOpen+64%——Memory (4-bit): 0 GB → 4.7 GBModelScoreCostPriceWhat changes
VVoyage 4 Largeunstated+75%—$0.12Languages: not verifiedVVoyage 4+66%—$0.06Languages: not verifiedVVoyage 3 Large+66%—$0.18Languages: not verifiedVVoyage 3.5unstated+55%—$0.06Languages: not verifiedVVoyage 4 Lite+50%—$0.02Languages: not verifiedVMdbr Leaf MTunstatedOpen-5%——VVoyage 4 NanoOpenn/a——Languages: not verified+1VVoyage 3 M Expunstatedn/a——Languages: not verifiedAll Voyage AI (MongoDB) models →Run 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
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalBEIR · Retrieval · English53.5#62
FAQ
How much does Mdbr Leaf Ir cost?›
There is no per-unit API price: price not verified.
How good is Mdbr Leaf Ir, and what is it best at?›
#121 of 215 in Embeddings.
Is Mdbr Leaf Ir better than Granite Embedding 97M Multilingual R2?›
On RTEB Health beta · Mean over tasks · multilingual (4 languages), Mdbr Leaf Ir scores 41.2 vs 41.2 — about the same.
When was Mdbr Leaf Ir released? Is there a newer version?›
Released 2025-08-27. It is the current version in its line.
Is Mdbr Leaf Ir open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Mdbr Leaf Ir locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Mdbr Leaf Ir?›
Mdbr Leaf Ir is an open-weights embeddings & retrieval model from Voyage AI (MongoDB), released Aug 2025.
What are the best alternatives to Mdbr Leaf Ir?›
Bge Base En v1.5 (better), Nemotron 3 Embed 8B BF16 (open weights).