Decision support
Titan Text Embeddings V2 vs Qwen3 Embedding 4B
Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.
Benchmark results
No benchmark results have been matched to these models yet.
Model specifications
Release date
October 26, 2026
June 5, 2025
Context window
8K
33K
Native context
—
40K
Max output tokens
7,372
29,491
Knowledge cutoff
—
—
Open weights
Unknown
Open weights
Parameter count
—
4B
API pricing · USD per 1M tokens
Input
$0.02
$0.02
Output
$0.00
$0.00
Cached input
—
—
Cache write
—
—
Capabilities and modalities
Input modalities
text
text
Output modalities
embeddings
embeddings
Tool calling
—
—
Reasoning option
—
—
Supported options
—
—
Capabilities
—
—
Architecture and availability
Architecture
—
—
Model families
—
—
Tokenizer
Other
Other
Instruction format
—
—
License
—
—
Providers
1
1
Provider endpoints
1
1
Ollama variants
0
8
Metadata source
openrouter
ai-research
A dash means the field is not reported. Provider-specific performance and pricing may differ.