Saga Embed v1 measured on 6 of 194 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
64.7MTEB Scandinavian v1
Jan 2025released
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+15%—$0.01Memory (4-bit): 0.2 GB → 4.5 GBBetterQwen 3 Embedding 4BunstatedOpen+12%—$0.02Memory (4-bit): 0.2 GB → 2.4 GBcBetterF2LLM v2 14BunstatedOpen+12%——Memory (4-bit): 0.2 GB → 8.4 GBcBetterF2LLM v2 8BunstatedOpen+10%——Memory (4-bit): 0.2 GB → 4.5 GBcBetterF2LLM v2 4BunstatedOpen+8%——Memory (4-bit): 0.2 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+15%—$0.01Memory (4-bit): 0.2 GB → 4.5 GBQwen 3 Embedding 4BunstatedOpen+12%—$0.02Memory (4-bit): 0.2 GB → 2.4 GBcF2LLM v2 14BunstatedOpen+12%——Memory (4-bit): 0.2 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+10%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+8%——Memory (4-bit): 0.2 GB → 2.4 GBModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+15%—$0.01Memory (4-bit): 0.2 GB → 4.5 GBQwen 3 Embedding 4BunstatedOpen+12%—$0.02Memory (4-bit): 0.2 GB → 2.4 GBcF2LLM v2 8BunstatedOpen+10%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+8%——Memory (4-bit): 0.2 GB → 2.4 GB
Harrier OSS v1 0.6BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 0.4 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 206 in Embeddings.
Is Saga Embed v1 better than Text Embedding 3 Large?›
On MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages), Saga Embed v1 scores 62.2 vs 62.4 — 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?›
Qwen 3 Embedding 8B (better).