Potion Base 32M measured on 8 of 261 Embeddings benchmarks8
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
32.7MTEB English v2
Jan 2025released
Rankingconfiguration unstated?
Full ranking →···
170Arabic All Nli Triplet Matryoshka33.8171Potion Base 32M32.7172Ebind Full31.9Strong at
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+70%—$0.002Memory (4-bit): 0 GB → 0.2 GBIOpenYuan Embedding 2.0 Enunstated×2.2——Memory (4-bit): 0 GB → 0.4 GB
BetterBge Base En v1.5unstatedOpen+68%—$0.005Memory (4-bit): 0 GB → 0.1 GBtBetterGte BaseunstatedOpen+59%—$0.005Memory (4-bit): 0 GB → 0.1 GBiBetterE5 Base v2unstatedOpen+52%—$0.005Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+70%—$0.002Memory (4-bit): 0 GB → 0.2 GBBge Base En v1.5unstatedOpen+68%—$0.005Memory (4-bit): 0 GB → 0.1 GBtGte BaseunstatedOpen+59%—$0.005Memory (4-bit): 0 GB → 0.1 GBiE5 Base v2unstatedOpen+52%—$0.005Memory (4-bit): 0 GB → 0.1 GBsAll Mpnet Base v2unstatedOpen+36%—$0.005Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
IYuan Embedding 2.0 EnunstatedOpen×2.2——Memory (4-bit): 0 GB → 0.4 GB
Qwen 3 Embedding 8BunstatedOpen×2.1—$0.01Memory (4-bit): 0 GB → 4.5 GBQwen 3 Embedding 4BunstatedOpen×2.1—$0.02Memory (4-bit): 0 GB → 2.4 GBKQZhou EmbeddingunstatedOpen×2.1——Memory (4-bit): 0 GB → 4.2 GBiJasper Token Compression 600MunstatedOpen×2——Memory (4-bit): 0 GB → 0.4 GBModelScoreCostPriceWhat changes
mPotion Retrieval 32MunstatedOpen+7%——mPotion Base 8MunstatedOpen-5%——mPotion Base 4MunstatedOpen-13%——mM2V Base GloveunstatedOpen-14%——Memory (4-bit): 0 GB → 0.1 GBmM2V Base Glove SubwordunstatedOpen-22%——Memory (4-bit): 0 GB → 0.1 GBmM2V Base OutputunstatedOpen-22%——mPotion Multilingual 128MunstatedOpen-26%——Memory (4-bit): 0 GB → 0.1 GBmPotion Base 2MunstatedOpen-30%——All minishlab 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
LicenceMITfree for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Potion Base 32M cost?›
There is no per-unit API price: self-host only.
Is Potion Base 32M free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Potion Base 32M, and what is it best at?›
#160 of 200 in Embeddings.
Is Potion Base 32M better than Arabic All Nli Triplet Matryoshka?›
On MTEB English v2 · Retrieval · English, Potion Base 32M scores 32.7 vs 33.8 — lower.
When was Potion Base 32M released? Is there a newer version?›
Released 2025-01-22. It is the current version in its line.
Is Potion Base 32M open source?›
Yes, the weights are open (MIT licence).
Can I run Potion Base 32M locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Potion Base 32M?›
Potion Base 32M is an open-weights embeddings & retrieval model from minishlab, released Jan 2025.
What are the best alternatives to Potion Base 32M?›
EmbeddingGemma 300M (better), Yuan Embedding 2.0 En (open weights).