Jasper Token Compression 600M measured on 29 of 261 Embeddings benchmarks29
BenchmarkByScoreRank
Retrieval8
Other21
No benchmark matches
self-host onlyprice
66.2MTEB English v2
Nov 2025released
1,024Dimensions
33K tokensMax input
en, zhLanguages
Rankingconfiguration unstated?
Full ranking →···
11F2LLM 0.6B60.412Jasper Token Compression 600M59.413Gemini Embedding 00159.4Strong at
Alternatives?
ModelScoreCostPriceWhat changes
cBetterF2LLM 4BunstatedOpen+15%——Languages: loses zh+1cBetterF2LLM 1.7BunstatedOpen+8%——Languages: loses zh+1cBetterF2LLM v2 14BunstatedOpen+7%——Memory (4-bit): 0.4 GB → 8.4 GBcBetterF2LLM v2 8BunstatedOpen+6%——Memory (4-bit): 0.4 GB → 4.5 GBcBetterF2LLM v2 4BunstatedOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
cF2LLM 4BunstatedOpen+15%——Languages: loses zh+1cF2LLM 1.7BunstatedOpen+8%——Languages: loses zh+1cF2LLM v2 14BunstatedOpen+7%——Memory (4-bit): 0.4 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+6%——Memory (4-bit): 0.4 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBModelScoreCostPriceWhat changes
cF2LLM 4BunstatedOpen+15%——Languages: loses zh+1cF2LLM 1.7BunstatedOpen+8%——Languages: loses zh+1cF2LLM v2 8BunstatedOpen+6%——Memory (4-bit): 0.4 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBKQZhou EmbeddingunstatedOpen+4%——Memory (4-bit): 0.4 GB → 4.2 GBRun 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 Jasper Token Compression 600M cost?›
There is no per-unit API price: self-host only.
Is Jasper Token Compression 600M free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Jasper Token Compression 600M, and what is it best at?›
#8 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is Jasper Token Compression 600M better than F2LLM 0.6B?›
On MTEB English v2 · Clustering · English, Jasper Token Compression 600M scores 59.4 vs 60.4 — about the same.
When was Jasper Token Compression 600M released? Is there a newer version?›
Released 2025-11-14. It is the current version in its line.
Is Jasper Token Compression 600M open source?›
Yes, the weights are open (MIT licence).
Can I run Jasper Token Compression 600M locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Jasper Token Compression 600M?›
Jasper Token Compression 600M is an open-weights embeddings & retrieval model from infgrad, released Nov 2025.
What are the best alternatives to Jasper Token Compression 600M?›
F2LLM 4B (better).