Jina Embeddings v5 Omni Small

Apr 2026
Jina Embeddings v5 Omni Small
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$0.05per 1M tokens
74.2MIEB lite
Apr 2026released
1,024Dimensions
33K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1E5 Omni 7B66.12EmbeddingGemma 264.63DNA VL STEER 2B63.74LCO Embedding Omni 7B62.35OmniEmbed v0.159.5
···
8LCO Embedding Omni 3B54.69Jina Embeddings v5 Omni Small53.710Siglip Base Patch16 256 Multilingual52.9

Strong at

C
Embeddings & Retrieval#47 of 89

Alternatives?

ModelScoreCostPriceWhat changes
CheaperEmbeddingGemma 2unstatedOpen+20%-60%$0.02Max input: 33K tokens → 8K tokensHOpenE5 Omni 7Bunstated+23%——Memory (4-bit): 1 GB → 5.4 GBdBetterDNA VL STEER 2BOpen+19%——Memory (4-bit): 1 GB → 1.3 GBLBetterLCO Embedding Omni 7BunstatedOpen+16%——Memory (4-bit): 1 GB → 5.4 GBTBetterOmniEmbed v0.1unstatedOpen+11%——Memory (4-bit): 1 GB → 5.4 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
LicenceCC BY-NC 4.0no commercial use

Benchmarks

in Embeddings & Retrieval
LongEmbed · Mean over tasks · English66.4#24
LongEmbed · Mean over task types · English66.4#24
LongEmbed · Retrieval · English66.4#24
MAEB v1 · Mean over tasks · multilingual (159 languages)50.4#5
MAEB v1 · Mean over task types · multilingual (159 languages)55.6#3
MAEB v1 · Audio Classification · multilingual (102 languages)52#7
MAEB v1 · Audio Zero-shot Classification · English62.2#6
MAEB v1 · Any-to-any Retrieval · multilingual (150 languages)49.8#7
MAEB v1 · Audio Pair Classification · English65.4#7
MAEB v1 · Audio Reranking · No linguistic content84.4#4
MAEB v1 · Audio Multilabel Classification · English69.3#13
MAEB v1 · Audio Clustering · multilingual (6 languages)6.1#13
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)50.2#4
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)58.4#3
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)52#7
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)83.9#16
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)6.1#13
MAEB v1 audio-only · Audio Pair Classification · English65.4#7
MAEB v1 audio-only · Audio Reranking · No linguistic content84.4#4
MIEB English · Mean over tasks · multilingual (13 languages)65.3#2
MIEB English · Mean over task types · multilingual (13 languages)65.3#2
MIEB English · Document Understanding · English79.3#44
MIEB English · Zero-shot Classification · English63#13
MIEB English · Any-to-any Retrieval · English37.9#13
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)81.7#2
MIEB English · Image Classification · English75.3#22
MIEB English · Compositionality · English46.1#2
MIEB English · Vision Centric QA · English53.4#5
MIEB English · Image Clustering · English86#3
MIEB Img · Image Classification · English75.3#22
MIEB Img · Any-to-any Retrieval · English37.3#18
MIEB Img · Visual semantic similarity (English) · English80.3#1
MIEB Img · Image Clustering · English86#3
MIEB lite · Mean over tasks · multilingual (41 languages)61.1#6
MIEB lite · Mean over task types · multilingual (41 languages)61.1#6
MIEB lite · Vision Centric QA · English56.2#9
MIEB lite · Any-to-any Retrieval · English27.6#26
MIEB lite · Document Understanding · English74.2#47
MIEB lite · Zero-shot Classification · English52.8#26
MIEB lite · Compositionality · English40.5#5
MIEB lite · Image Classification · English74.1#14
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)53.7#9
MIEB lite · Image Clustering · English83.2#2
MIEB lite · Visual semantic similarity (English) · English83.4#4
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)65.1#9
MIEB multilingual · Mean over tasks · multilingual (41 languages)65.1#2
MIEB multilingual · Mean over task types · multilingual (41 languages)65.1#2
MIEB multilingual · Zero-shot Classification · English63#13
MIEB multilingual · Image Classification · English75.3#22
MIEB multilingual · Document Understanding · English79.3#44
MIEB multilingual · Any-to-any Retrieval · English37.9#13
MIEB multilingual · Compositionality · English46.1#2
MIEB multilingual · Vision Centric QA · English53.4#5
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)81.7#2
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)65.1#9
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)62.8#3
MIEB multilingual · Image Clustering · English86#3
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)90.9#11
MTEB Europe v1 · Clustering · multilingual (29 languages)48.2#20
MTEB Europe v1 · Instruction Reranking · English1.3#29
MTEB Europe v1 · Reranking · multilingual (12 languages)60.9#21
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)31.8#2
MTEB French v1 · Pair Classification · French70.5#9
MTEB Indic v1 · Reranking · multilingual (2 languages)87#21
MTEB Indic v1 · Pair Classification · Hindi79.8#17
MTEB Indic v1 · STS · multilingual (13 languages)47.8#33
MTEB Indic v1 · Clustering · multilingual (21 languages)48.1#23
MTEB Dutch v1 · Reranking · Dutch90.2#32
MTEB Portuguese v1 · Multilabel Classification · Portuguese21.3#51
MTEB Medical v1 · Clustering · English42.5#36
FollowIR · Mean over tasks · English1.3#29
FollowIR · Mean over task types · English1.3#29
FollowIR · Instruction Reranking · English1.3#29
MTEB Spanish v1 · Mean over tasks · multilingual (2 languages)68.2#8
MTEB Spanish v1 · Mean over task types · multilingual (2 languages)68.4#9
MTEB Spanish v1 · Pair Classification · Spanish77.3#9
MTEB Spanish v1 · STS · multilingual (2 languages)82.5#2
MTEB Spanish v1 · Retrieval · multilingual (2 languages)56.7#6
MTEB Spanish v1 · Clustering · Spanish48.8#19
MTEB Spanish v1 · Reranking · Spanish64.6#2
MTEB Spanish v1 · Classification · Spanish80.3#21
MTEB Thai v1 · Mean over tasks · multilingual (2 languages)64.2#9
MTEB Thai v1 · Mean over task types · multilingual (2 languages)63.9#10
MTEB Thai v1 · Clustering · Thai55.2#27
MTEB Thai v1 · Classification · Thai68.2#11
MTEB Thai v1 · Pair Classification · Thai79.2#21
MTEB Thai v1 · Retrieval · multilingual (2 languages)64.5#7
MTEB Thai v1 · Reranking · Thai52.2#19
MVEB v1 · Mean over tasks · multilingual (16 languages)45.5#12
MVEB v1 · Mean over task types · multilingual (16 languages)47.9#8
MVEB v1 · Any-to-any Retrieval · English38.5#13
MVEB v1 · Video Zero-shot Classification · English51.7#6
MVEB v1 · Video Pair Classification · English79.9#2
MVEB v1 · Video Classification · multilingual (16 languages)52.4#10
MVEB v1 · Video Clustering · English18.2#12
MVEB v1 · Video Centric QA · English46.6#10
MVEB text video v1 · Mean over tasks · multilingual (16 languages)48.4#16
MVEB text video v1 · Mean over task types · multilingual (16 languages)44.4#13
MVEB text video v1 · Video Zero-shot Classification · English53.2#13
MVEB text video v1 · Any-to-any Retrieval · English52.6#16
MVEB text video v1 · Video Clustering · English7.1#21
MVEB text video v1 · Video Classification · multilingual (16 languages)41.6#20
MVEB text video v1 · Video Centric QA · English26.3#11
MVEB text video v1 · Video Pair Classification · English85.6#8
MVEB video v1 · Mean over tasks · multilingual (16 languages)55.2#17
MVEB video v1 · Mean over task types · multilingual (16 languages)59.7#11
MVEB video v1 · Video Classification · multilingual (16 languages)46.2#18
MVEB video v1 · Video Pair Classification · English73.2#7
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)86#2
ViDoRe v3 · Mean over tasks · multilingual (6 languages)45.6#32
MTEB Russian v1.1 · Pair Classification · Russian67.3#8
RTEB Finnish beta · Mean over tasks · English66.1#33
RTEB French beta · Mean over tasks · multilingual (2 languages)51.3#36
RTEB German beta · Mean over tasks · German63.6#33
RTEB Health beta · Mean over tasks · multilingual (4 languages)62.3#25
RTEB Law beta · Mean over tasks · multilingual (4 languages)56.4#27
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)67#13
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)58.9#12
MTEB multilingual v2 · Classification · multilingual (119 languages)71.3#11
MTEB multilingual v2 · Clustering · multilingual (208 languages)53.4#19
MTEB multilingual v2 · STS · multilingual (35 languages)78.8#8
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)82.9#12
MTEB multilingual v2 · Retrieval · multilingual (120 languages)64.9#20
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)69.7#38
MTEB multilingual v2 · Instruction Reranking · English1.3#29
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)42#2
MTEB multilingual v2 · Reranking · multilingual (22 languages)65.7#16

FAQ

How much does Jina Embeddings v5 Omni Small cost?›

$0.05 per 1M tokens.

Is Jina Embeddings v5 Omni Small free to use?›

There is no free API; it costs $0.05 per 1M tokens. The weights are open, so you can run it yourself.

How good is Jina Embeddings v5 Omni Small, and what is it best at?›

#47 of 89 in Multimodal.

Is Jina Embeddings v5 Omni Small better than LCO Embedding Omni 3B?›

On MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages), Jina Embeddings v5 Omni Small scores 53.7 vs 54.6 — about the same.

When was Jina Embeddings v5 Omni Small released? Is there a newer version?›

Released 2026-04-01. It is the current version in its line.

Is Jina Embeddings v5 Omni Small open source?›

Yes, the weights are open (cc-by-nc-4.0 licence).

Can I run Jina Embeddings v5 Omni Small locally?›

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

What is Jina Embeddings v5 Omni Small?›

Jina Embeddings v5 Omni Small is an open-weights embeddings & retrieval model from Jina AI, released Apr 2026.

What are the best alternatives to Jina Embeddings v5 Omni Small?›

EmbeddingGemma 2 (cheaper), E5 Omni 7B (open weights).