Jina Embeddings v5 Omni Small

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

Rankingconfiguration unstated?

Full ranking →
1EVIE 8B66.22EVIE 4.5B65.73WebAI ColVec1.1 8B64.94pplx Embed v2 Late 9B64.85VultronRetrieverPrime Qwen3.5 8B64.3
···
31NanoVDR S Multi49.132Jina Embeddings v5 Omni Small45.633Jina Embeddings v5 Omni Nano45.6

Strong at

C
Embeddings & Retrieval#47 of 89

Alternatives?

ModelScoreCostPriceWhat changes
CheaperNemotron 3.5 Embed 8B BF16Open+32%-30%$0.035Memory (4-bit): 1 GB → 5 GBBetterNemotron 3.5 Embed 1B BF16Open+27%-70%$0.015OpenEVIE 8B+45%——Memory (4-bit): 1 GB → 5 GBCheaperJina Embeddings v5 Omni NanounstatedOpensame-60%$0.02Max input: 33K tokens → 8K tokensBetterQwen 3 VL Embedding 8BOpen+27%+80%$0.09Memory (4-bit): 1 GB → 4.9 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 NanoVDR S Multi?›

On ViDoRe v3 · Mean over tasks · multilingual (6 languages), Jina Embeddings v5 Omni Small scores 45.6 vs 49.1 — lower.

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?›

Nemotron 3.5 Embed 8B BF16 (cheaper), Nemotron 3.5 Embed 1B BF16 (better), EVIE 8B (open weights).