Saga Embed v1 measured on 6 of 261 Embeddings benchmarks6
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price not verifiedprice
64.7MTEB Scandinavian v1
Jan 2025released
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
VBetterVoyage Finance 2unstated+4%—$0.12cOpenF2LLM v2 8Bunstated+2%——Memory (4-bit): 0.2 GB → 4.5 GBVBetterVoyage Multilingual 2unstated+3%—$0.12
BetterGemini Embedding 001unstated+7%—$0.15cBetterF2LLM v2 14BunstatedOpen+4%——Memory (4-bit): 0.2 GB → 8.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
VVoyage Finance 2unstated+4%—$0.12VVoyage Multilingual 2unstated+3%—$0.12Gemini Embedding 001unstated+7%—$0.15cF2LLM v2 14BunstatedOpen+4%——Memory (4-bit): 0.2 GB → 8.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+2%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpensame——Memory (4-bit): 0.2 GB → 2.4 GBiInf Retriever v1unstatedOpen-2%——Memory (4-bit): 0.2 GB → 4.2 GBcF2LLM v2 1.7BunstatedOpen-2%——Memory (4-bit): 0.2 GB → 1 GBSSFR Embedding 2 RunstatedOpen-4%——Memory (4-bit): 0.2 GB → 4.3 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 Saga Embed v1 cost?›
There is no per-unit API price: price not verified.
How good is Saga Embed v1, and what is it best at?›
#89 of 205 in Embeddings.
Is Saga Embed v1 better than F2LLM v2 4B?›
On MTEB Scandinavian v1 · Retrieval · multilingual (3 languages), Saga Embed v1 scores 72.3 vs 72.6 — about the same.
When was Saga Embed v1 released? Is there a newer version?›
Released 2025-01-09. It is the current version in its line.
Is Saga Embed v1 open source?›
Yes, the weights are open (MIT licence).
Can I run Saga Embed v1 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Saga Embed v1?›
Saga Embed v1 is an open-weights embeddings & retrieval model from nicher92, released Jan 2025.
What are the best alternatives to Saga Embed v1?›
Voyage Finance 2 (better), F2LLM v2 8B (open weights).