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 →···
90Granite Embedding Small English R236.291Mdbr Leaf MT36.292Granite Embedding 30M English36.2Strong at
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+19%—$0.002Languages: not verified+1cOpenF2LLM 4Bunstated+96%——Memory (4-bit): 0 GB → 2.4 GBsBetterAll Mpnet Base v2unstatedOpen+6%—$0.005Max input: 1K tokens → 0K tokens+1
BetterQwen 3 Embedding 8BunstatedOpen+25%—$0.01Languages: not verified+1BetterQwen 3 Embedding 0.6BunstatedOpen+14%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+19%—$0.002Languages: not verified+1sAll Mpnet Base v2unstatedOpen+6%—$0.005Max input: 1K tokens → 0K tokens+1Qwen 3 Embedding 8BunstatedOpen+25%—$0.01Languages: not verified+1Qwen 3 Embedding 0.6BunstatedOpen+14%—$0.01Languages: not verified+1Qwen 3 Embedding 4BunstatedOpen+23%—$0.02Languages: not verified+1ModelScoreCostPriceWhat changes
cF2LLM 4BunstatedOpen+96%——Memory (4-bit): 0 GB → 2.4 GBcF2LLM 1.7BunstatedOpen+67%——Memory (4-bit): 0 GB → 1 GBcF2LLM v2 8BunstatedOpen+54%——Memory (4-bit): 0 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+53%——Memory (4-bit): 0 GB → 2.4 GBcF2LLM 0.6BunstatedOpen+52%——Memory (4-bit): 0 GB → 0.4 GBModelScoreCostPriceWhat changes
VVoyage Large 2 Instructunstated+8%—$0.12Languages: not verifiedVVoyage Code 3unstatedsame—$0.18Languages: not verifiedVVoyage Law 2unstatedsame—$0.12Languages: not verifiedVVoyage Code 2unstatedsame—$0.12Languages: not verifiedVVoyage Large 2unstatedsame—$0.12Languages: not verifiedVVoyage 2unstatedsame—$0.10Languages: not verifiedVVoyage 3 M Expunstatedsame——Languages: not verifiedVVoyage 3unstatedsame—$0.06Languages: 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 Granite Embedding Small English R2?›
On MTEB Medical v1 · Clustering · English, Mdbr Leaf MT scores 36.2 vs 36.2 — 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?›
EmbeddingGemma 300M (better), F2LLM 4B (open weights).