Sonar
Sonar is lightweight, affordable, fast, and simple to use — now featuring citations and the ability to customize sources. It is designed for companies seeking to integrate lightweight question-and-answer features optimized for speed.
Input
Output
Context
127K
Max Output
128K
Parameters
—
Technical Specifications
Model TypeVision
Context Window127K
Max Output Tokens128K
Parameters—
Training Cutoff—
License—
Capabilities
Input Modalities
textimage
Output Modalities
text
Features
code_generationreasoningvision
Benchmarks
7.3%
HLE
48.7%
AIME
47.1%
GPQA
22.9%
SciCode
81.7%
MATH 500
68.9%
MMLU Pro
29.5%
LiveCodeBench
15.5
Intelligence
92.6
Speed (tok/s)
1.4
TTFA (s)
1.4
TTFT (s)
Resources & Links
Related Tools
Data sourced from official provider APIs and documentation
Last updated: May 5, 2026
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