Mdbr Leaf MT measured on 17 of 261 Embeddings benchmarks17
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
51.4MTEB English v2
Aug 2025released
1K tokensMax input
enLanguages
Rankingconfiguration unstated?
Full ranking →···
59Bge Base En53.660Mdbr Leaf MT53.661Bekko Embedding v1 A8m53.4Strong at
Alternatives?
ModelScoreCostPriceWhat changes
sBetterAll Mpnet Base v2unstatedOpen+4%—$0.005Max input: 1K tokens → 0K tokens+1
OpenNemotron 3 Embed 8B BF16+64%——Memory (4-bit): 0 GB → 4.8 GB
BetterQwen 3 Embedding 8BunstatedOpen+36%—$0.01Languages: not verified+1iBetterMultilingual E5 Large InstructunstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.3 GB
BetterBge Large En v1.5unstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.2 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
sAll Mpnet Base v2unstatedOpen+4%—$0.005Max input: 1K tokens → 0K tokens+1Qwen 3 Embedding 8BunstatedOpen+36%—$0.01Languages: not verified+1iMultilingual E5 Large InstructunstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.3 GBBge Large En v1.5unstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.2 GBBge M3unstatedOpen+8%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nemotron 3 Embed 8B BF16Open+64%——Memory (4-bit): 0 GB → 4.8 GBOOcten Embedding 8BOpen+55%——Memory (4-bit): 0 GB → 4.5 GBOOcten Embedding 8B INT8Open+54%——Memory (4-bit): 0 GB → 4.5 GBOOcten Embedding 4BOpen+49%——Memory (4-bit): 0 GB → 2.4 GBOOcten Embedding 4B INT8Open+48%——Memory (4-bit): 0 GB → 2.4 GBModelScoreCostPriceWhat changes
VVoyage 4 Largeunstated+61%—$0.12Languages: not verifiedVVoyage 3 Large+58%—$0.18Languages: not verifiedVVoyage 4+56%—$0.06Languages: not verifiedVVoyage 3.5unstated+54%—$0.06Languages: not verifiedVVoyage 4 Lite+51%—$0.02Languages: not verifiedVMdbr Leaf IrOpen+4%——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 & RetrievalFAQ
How much does Mdbr Leaf MT cost?›
There is no per-unit API price: price not verified.
How good is Mdbr Leaf MT, and what is it best at?›
#97 of 200 in Embeddings.
Is Mdbr Leaf MT better than Bge Base En?›
On RTEB Finnish beta · Mean over tasks · English, Mdbr Leaf MT scores 53.6 vs 53.6 — about the same.
When was Mdbr Leaf MT released? Is there a newer version?›
Released 2025-08-27. It is the current version in its line.
Is Mdbr Leaf MT open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Mdbr Leaf MT locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Mdbr Leaf MT?›
Mdbr Leaf MT is an open-weights embeddings & retrieval model from Voyage AI (MongoDB), released Aug 2025.
What are the best alternatives to Mdbr Leaf MT?›
All Mpnet Base v2 (better), Nemotron 3 Embed 8B BF16 (open weights).