I

ICT TIME And Querit Embedding v1

May 2026
IICT TIME And Querit Embedding v1
Compare in
on
self-host onlyprice
59.4MTEB English v2
May 2026released
2,560Dimensions
33K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Voyage 3 M Exp95.52Seed1.6 Embedding92.43F2LLM v2 14B91.74F2LLM 4B91.75F2LLM v2 4B91.7
···
43EmbeddingGemma 300M87.644ICT TIME And Querit Embedding v187.545BOOM 4B v187.5

Strong at

A
Embeddings & Retrieval#27 of 200

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · 8-bit✓ 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
ChemTEB · Mean over tasks · multilingual (13 languages)75.2#5
ChemTEB · Mean over task types · multilingual (13 languages)55.3#6
ChemTEB · Classification · English86.7#1
ChemTEB · Retrieval · English80.9#2
ChemTEB · Pair Classification · multilingual (13 languages)59.2#18
ChemTEB · Clustering · English49.1#14
ChemTEB · Bitext Mining · English0.7#7
LongEmbed · Mean over tasks · English72.1#14
LongEmbed · Mean over task types · English72.1#14
LongEmbed · Retrieval · English72.1#14
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)87.6#39
MTEB Europe v1 · Clustering · multilingual (29 languages)49.8#14
MTEB Europe v1 · Instruction Reranking · English-0.9#84
MTEB Europe v1 · Reranking · multilingual (12 languages)61.6#18
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)19.8#26
MTEB French v1 · Pair Classification · French60.4#68
MTEB Indic v1 · Reranking · multilingual (2 languages)83.7#53
MTEB Indic v1 · Pair Classification · Hindi78#24
MTEB Indic v1 · STS · multilingual (13 languages)53.7#17
MTEB Indic v1 · Clustering · multilingual (21 languages)48.5#22
MTEB Dutch v1 · Mean over tasks · Dutch61#14
MTEB Dutch v1 · Mean over task types · Dutch66#14
MTEB Dutch v1 · Classification · Dutch69.2#13
MTEB Dutch v1 · Clustering · Dutch45.2#16
MTEB Dutch v1 · Retrieval · Dutch60#26
MTEB Dutch v1 · STS · Dutch79#34
MTEB Dutch v1 · Multilabel Classification · Dutch40.2#8
MTEB Dutch v1 · Pair Classification · Dutch80#20
MTEB Dutch v1 · Reranking · Dutch88.1#58
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.7#94
MTEB Law v1 · Mean over tasks · multilingual (3 languages)62.2#14
MTEB Law v1 · Mean over task types · multilingual (3 languages)62.2#14
MTEB Law v1 · Retrieval · multilingual (3 languages)62.2#14
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)64.3#9
MTEB Medical v1 · Mean over task types · multilingual (10 languages)63.2#10
MTEB Medical v1 · Retrieval · multilingual (10 languages)67.4#7
MTEB Medical v1 · Clustering · English42.7#34
MTEB Medical v1 · Reranking · Mandarin Chinese79.5#50
FollowIR · Mean over tasks · English-0.9#84
FollowIR · Mean over task types · English-0.9#84
FollowIR · Instruction Reranking · English-0.9#84
MTEB Spanish v1 · Pair Classification · Spanish71.1#26
MTEB Thai v1 · Clustering · Thai56.8#21
MTEB Thai v1 · Pair Classification · Thai78#30
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)70.6#42
CoIR · Mean over tasks · multilingual (9 languages)77.7#11
CoIR · Mean over task types · multilingual (9 languages)77.7#11
CoIR · Retrieval · multilingual (9 languages)77.7#11
MTEB Code v1 · Mean over tasks · multilingual (15 languages)78#12
MTEB Code v1 · Mean over task types · multilingual (15 languages)78#12
MTEB Code v1 · Retrieval · multilingual (15 languages)78#12
MTEB Russian v1.1 · Pair Classification · Russian57.5#66
RTEB Finnish beta · Mean over tasks · English68.6#30
RTEB French beta · Mean over tasks · multilingual (2 languages)55.2#21
RTEB German beta · Mean over tasks · German60.9#40
RTEB Health beta · Mean over tasks · multilingual (4 languages)64#18
RTEB Law beta · Mean over tasks · multilingual (4 languages)53.5#35
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)63.8#21
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)55#26
MTEB multilingual v2 · Classification · multilingual (119 languages)67.1#18
MTEB multilingual v2 · Clustering · multilingual (208 languages)53#21
MTEB multilingual v2 · STS · multilingual (35 languages)74.1#33
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)81#26
MTEB multilingual v2 · Retrieval · multilingual (120 languages)64#26
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)68.6#45
MTEB multilingual v2 · Instruction Reranking · English-0.9#84
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)25.5#21
MTEB multilingual v2 · Reranking · multilingual (22 languages)62.8#44

FAQ

How much does ICT TIME And Querit Embedding v1 cost?›

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

Is ICT TIME And Querit Embedding v1 free to use?›

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

How good is ICT TIME And Querit Embedding v1, and what is it best at?›

#27 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.

Is ICT TIME And Querit Embedding v1 better than EmbeddingGemma 300M?›

On MTEB English v2 · Classification · English, ICT TIME And Querit Embedding v1 scores 87.5 vs 87.6 — about the same.

When was ICT TIME And Querit Embedding v1 released? Is there a newer version?›

Released 2026-05-02. It is the current version in its line.

Is ICT TIME And Querit Embedding v1 open source?›

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

Can I run ICT TIME And Querit Embedding v1 locally?›

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

What is ICT TIME And Querit Embedding v1?›

ICT TIME And Querit Embedding v1 is an open-weights embeddings & retrieval model from ICT-TIME-and-Querit, released May 2026.

What are the best alternatives to ICT TIME And Querit Embedding v1?›

Qwen 3 Embedding 8B (better), F2LLM 4B (open weights).