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Static Similarity Mrl Multilingual v1

Jan 2025
sStatic Similarity Mrl Multilingual v1
Compare in
on
self-host onlyprice
28.8MTEB English v2
Jan 2025released
en, es, Estonian +46Languages

Rankingconfiguration unstated?

Full ranking →
1C2LLM 7B60.12F2LLM v2 330M60.13F2LLM v2 1.7B59.64Splade Code 8B59.65F2LLM v2 14B59.6
···
22Potion Multilingual 128M26.323Static Similarity Mrl Multilingual v124.9

Strong at

C
Embeddings & Retrieval#164 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen×2.4—$0.01Languages: not verified+1cOpenC2LLM 7B×2.4——Languages: loses es, Estonian, fr +44+1BetterQwen 3 Embedding 0.6BunstatedOpen×2.2—$0.01Languages: not verified+1BetterQwen 3 Embedding 4BunstatedOpen×2.3—$0.02Languages: not verified+1cBetterF2LLM v2 330MunstatedOpen×2.4——Memory (4-bit): 0.1 GB → 0.2 GB

Run it yourself

estimate
Fits 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 & Retrieval
BEIR · Mean over tasks · English28.3#166
BEIR · Mean over task types · English28.3#166
BEIR · Retrieval · English28.3#166
BEIR-NL · Mean over tasks · Dutch21.7#13
BEIR-NL · Mean over task types · Dutch21.7#13
BEIR-NL · Retrieval · Dutch21.7#13
BRIGHT · Mean over tasks · English6.2#28
BRIGHT · Mean over task types · English6.2#28
BRIGHT · Retrieval · English6.2#28
MTEB Mandarin Chinese v1 · Mean over tasks · Mandarin Chinese39.4#32
MTEB Mandarin Chinese v1 · Mean over task types · Mandarin Chinese41.5#32
MTEB Mandarin Chinese v1 · Retrieval · Mandarin Chinese31.3#79
MTEB Mandarin Chinese v1 · STS · Mandarin Chinese34.7#71
MTEB Mandarin Chinese v1 · Reranking · Mandarin Chinese40.4#72
MTEB Mandarin Chinese v1 · Clustering · Mandarin Chinese25.8#72
MTEB Mandarin Chinese v1 · Pair Classification · Mandarin Chinese60#69
MTEB Mandarin Chinese v1 · Classification · Mandarin Chinese57#39
ChemTEB · Mean over tasks · multilingual (13 languages)60.9#45
ChemTEB · Mean over task types · multilingual (13 languages)36.9#44
ChemTEB · Classification · English76.1#45
ChemTEB · Retrieval · English42.7#47
ChemTEB · Pair Classification · multilingual (13 languages)44.2#44
ChemTEB · Clustering · English21.5#46
ChemTEB · Bitext Mining · English0.1#43
MTEB Persian v2 · STS · Persian70.8#31
MTEB Persian v2 · Clustering · Persian46.5#40
MTEB Persian v2 · Classification · Persian61.9#27
MTEB Persian v2 · Reranking · Persian53.3#58
MTEB Persian v2 · Bitext Mining · Persian37.1#33
MTEB Persian v2 · Pair Classification · Persian74.5#34
JMTEB v2 · Clustering · Japanese29#71
JMTEB v2 · STS · Japanese76.7#63
LongEmbed · Mean over tasks · English60.4#36
LongEmbed · Mean over task types · English60.4#36
LongEmbed · Retrieval · English60.4#36
MTEB German v1 · Mean over tasks · German42.7#45
MTEB German v1 · Mean over task types · German40#50
MTEB German v1 · Clustering · German18#118
MTEB German v1 · Retrieval · German40.4#45
MTEB German v1 · Classification · German58.8#62
MTEB German v1 · STS · German55.3#60
MTEB German v1 · Pair Classification · German46.6#170
MTEB German v1 · Reranking · German20.7#103
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)49.8#32
MTEB Europe v1 · Mean over task types · multilingual (29 languages)44.2#34
MTEB Europe v1 · Retrieval · multilingual (25 languages)45.2#48
MTEB Europe v1 · STS · multilingual (8 languages)66.8#47
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)77.7#85
MTEB Europe v1 · Classification · multilingual (23 languages)47.2#111
MTEB Europe v1 · Clustering · multilingual (29 languages)26.3#150
MTEB Europe v1 · Instruction Reranking · English-1.2#94
MTEB Europe v1 · Pair Classification · multilingual (11 languages)84.9#57
MTEB Europe v1 · Reranking · multilingual (12 languages)47.4#131
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)4#168
MTEB French v1 · Mean over tasks · multilingual (2 languages)46.2#67
MTEB French v1 · Mean over task types · multilingual (2 languages)48.2#68
MTEB French v1 · STS · French73.4#43
MTEB French v1 · Retrieval · multilingual (2 languages)36.9#72
MTEB French v1 · Reranking · French61.5#100
MTEB French v1 · Clustering · French29.1#105
MTEB French v1 · Classification · French57.4#63
MTEB French v1 · Summarization · French28.9#126
MTEB French v1 · Pair Classification · French49.9#181
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)44.3#53
MTEB Indic v1 · Mean over task types · multilingual (25 languages)38.2#49
MTEB Indic v1 · Classification · multilingual (8 languages)50.4#57
MTEB Indic v1 · Retrieval · multilingual (14 languages)48#63
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)16#58
MTEB Indic v1 · Reranking · multilingual (2 languages)74.3#90
MTEB Indic v1 · Pair Classification · Hindi65.3#77
MTEB Indic v1 · STS · multilingual (13 languages)8#109
MTEB Indic v1 · Clustering · multilingual (21 languages)5.7#106
MTEB Korean v2 · Mean over tasks · multilingual (2 languages)40.1#24
MTEB Korean v2 · Mean over task types · multilingual (2 languages)37.8#24
MTEB Korean v2 · STS · Korean62.3#45
MTEB Korean v2 · Retrieval · multilingual (2 languages)36.8#31
MTEB Korean v2 · Pair Classification · Korean56.7#24
MTEB Korean v2 · Reranking · Korean23.3#67
MTEB Korean v2 · Classification · Korean27.1#65
MTEB Korean v2 · Clustering · Korean20.6#24
MTEB Dutch v1 · Mean over tasks · Dutch39.9#83
MTEB Dutch v1 · Mean over task types · Dutch48.5#79
MTEB Dutch v1 · Classification · Dutch50.5#74
MTEB Dutch v1 · Clustering · Dutch14.8#113
MTEB Dutch v1 · Retrieval · Dutch37.9#79
MTEB Dutch v1 · STS · Dutch66.1#71
MTEB Dutch v1 · Multilabel Classification · Dutch26.1#111
MTEB Dutch v1 · Pair Classification · Dutch63.6#84
MTEB Dutch v1 · Reranking · Dutch80.5#110
MTEB Polish v1 · Mean over tasks · Polish50.9#12
MTEB Polish v1 · Mean over task types · Polish50.3#12
MTEB Polish v1 · Pair Classification · Polish70.4#72
MTEB Polish v1 · Classification · Polish48#62
MTEB Polish v1 · STS · Polish61#49
MTEB Polish v1 · Clustering · Polish21.8#13
MTEB Portuguese v1 · Mean over tasks · Portuguese59.4#18
MTEB Portuguese v1 · Mean over task types · Portuguese54.6#17
MTEB Portuguese v1 · Classification · Portuguese51.3#24
MTEB Portuguese v1 · Retrieval · Portuguese52.6#19
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.8#89
MTEB Portuguese v1 · STS · Portuguese66.5#18
MTEB Portuguese v1 · Reranking · Portuguese83#10
MTEB Law v1 · Mean over tasks · multilingual (3 languages)44.8#60
MTEB Law v1 · Mean over task types · multilingual (3 languages)44.8#60
MTEB Law v1 · Retrieval · multilingual (3 languages)44.8#60
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)32.1#96
MTEB Medical v1 · Mean over task types · multilingual (10 languages)33.6#72
MTEB Medical v1 · Retrieval · multilingual (10 languages)32.4#96
MTEB Medical v1 · Clustering · English25.2#214
MTEB Medical v1 · Reranking · Mandarin Chinese43.1#104
FollowIR · Mean over tasks · English-1.2#94
FollowIR · Mean over task types · English-1.2#94
FollowIR · Instruction Reranking · English-1.2#94
MTEB Spanish v1 · Mean over tasks · multilingual (2 languages)51.3#24
MTEB Spanish v1 · Mean over task types · multilingual (2 languages)50.5#24
MTEB Spanish v1 · Pair Classification · Spanish56.2#147
MTEB Spanish v1 · STS · multilingual (2 languages)71.8#37
MTEB Spanish v1 · Retrieval · multilingual (2 languages)32.7#24
MTEB Spanish v1 · Clustering · Spanish41.7#68
MTEB Spanish v1 · Reranking · Spanish27.2#105
MTEB Spanish v1 · Classification · Spanish73.3#27
MTEB Thai v1 · Mean over tasks · multilingual (2 languages)12.8#26
MTEB Thai v1 · Mean over task types · multilingual (2 languages)17.5#26
MTEB Thai v1 · Clustering · Thai3.2#176
MTEB Thai v1 · Classification · Thai16.2#33
MTEB Thai v1 · Pair Classification · Thai52.7#115
MTEB Thai v1 · Retrieval · multilingual (2 languages)8.1#27
MTEB Thai v1 · Reranking · Thai7.1#29
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)44.7#40
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)47.8#37
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)26.1#135
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.7#94
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)45.7#42
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)70.8#40
VN-MTEB Vietnamese v1 · Mean over tasks · Vietnamese33.9#24
VN-MTEB Vietnamese v1 · Mean over task types · Vietnamese47.4#24
VN-MTEB Vietnamese v1 · Classification · Vietnamese52.1#28
VN-MTEB Vietnamese v1 · STS · Vietnamese65#29
VN-MTEB Vietnamese v1 · Retrieval · Vietnamese15.6#26
VN-MTEB Vietnamese v1 · Clustering · Vietnamese21.9#30
VN-MTEB Vietnamese v1 · Reranking · Vietnamese55#27
VN-MTEB Vietnamese v1 · Pair Classification · Vietnamese74.9#23
CoIR · Mean over tasks · multilingual (9 languages)30.8#59
CoIR · Mean over task types · multilingual (9 languages)30.8#59
CoIR · Retrieval · multilingual (9 languages)30.8#59
CoREB v1 · Mean over tasks · multilingual (6 languages)24.9#23
CoREB v1 · Mean over task types · multilingual (6 languages)24.9#23
CoREB v1 · Reranking · multilingual (6 languages)34.3#22
CoREB v1 · Retrieval · multilingual (6 languages)15.5#23
MTEB Code v1 · Mean over tasks · multilingual (15 languages)32.2#51
MTEB Code v1 · Mean over task types · multilingual (15 languages)32.2#51
MTEB Code v1 · Retrieval · multilingual (15 languages)32.2#51
MTEB Russian v1.1 · Mean over tasks · Russian41.4#56
MTEB Russian v1.1 · Mean over task types · Russian41.2#52
MTEB Russian v1.1 · Classification · Russian44.9#86
MTEB Russian v1.1 · STS · Russian61.7#71
MTEB Russian v1.1 · Reranking · Russian38#77
MTEB Russian v1.1 · Clustering · Russian29.7#91
MTEB Russian v1.1 · Pair Classification · Russian58.5#51
MTEB Russian v1.1 · Retrieval · Russian28.1#50
MTEB Russian v1.1 · Multilabel Classification · Russian27.8#89
RTEB Code beta · Mean over tasks · multilingual (6 languages)16.7#9
RTEB English beta · Mean over tasks · multilingual (5 languages)22.7#9
RTEB Finnish beta · Mean over tasks · English29.8#83
RTEB French beta · Mean over tasks · multilingual (2 languages)17.2#141
RTEB German beta · Mean over tasks · German41.1#84
RTEB Health beta · Mean over tasks · multilingual (4 languages)17.5#83
RTEB Law beta · Mean over tasks · multilingual (4 languages)33.7#111
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)47.2#60
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)41.3#60
MTEB multilingual v2 · Classification · multilingual (119 languages)48.6#96
MTEB multilingual v2 · Clustering · multilingual (208 languages)30.7#146
MTEB multilingual v2 · STS · multilingual (35 languages)64#68
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)74.3#88
MTEB multilingual v2 · Retrieval · multilingual (120 languages)41.2#87
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)50.6#81
MTEB multilingual v2 · Instruction Reranking · English-1.2#94
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.8#151
MTEB multilingual v2 · Reranking · multilingual (22 languages)49.4#89

FAQ

How much does Static Similarity Mrl Multilingual v1 cost?›

There is no per-unit API price: self-host only.

Is Static Similarity Mrl Multilingual v1 free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Static Similarity Mrl Multilingual v1, and what is it best at?›

#164 of 200 in Embeddings.

Is Static Similarity Mrl Multilingual v1 better than Potion Multilingual 128M?›

On CoREB v1 · Mean over tasks · multilingual (6 languages), Static Similarity Mrl Multilingual v1 scores 24.9 vs 26.3 — lower.

When was Static Similarity Mrl Multilingual v1 released? Is there a newer version?›

Released 2025-01-15. It is the current version in its line.

Is Static Similarity Mrl Multilingual v1 open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Static Similarity Mrl Multilingual v1 locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Static Similarity Mrl Multilingual v1?›

Static Similarity Mrl Multilingual v1 is an open-weights embeddings & retrieval model from sentence-transformers, released Jan 2025.

What are the best alternatives to Static Similarity Mrl Multilingual v1?›

Qwen 3 Embedding 8B (better), C2LLM 7B (open weights).