LFM2.5-VL-3B vs Nova Lite
Nova Lite shows notably better performance in the majority of benchmarks.
Liquid AI · Amazon · Updated for 2026
Which is better?
LFM2.5-VL-3B outperforms in 1 benchmarks (TextVQA), while Nova Lite is better at 3 benchmarks (ChartQA, DocVQA, IFEval). Nova Lite shows notably better performance in the majority of benchmarks.
Based on current benchmark, pricing, and model metadata for 2026.
Choose LFM2.5-VL-3B
- you want the most recent training data — it shipped Aug 2026
- you need open weights you can self-host or fine-tune
Choose Nova Lite
- you want the strongest raw capability — it leads on 3 of 4 shared benchmarks
At a glance
The differences that matter most.
Performance Benchmarks
Comparative analysis across standard metrics
LFM2.5-VL-3B outperforms in 1 benchmarks (TextVQA), while Nova Lite is better at 3 benchmarks (ChartQA, DocVQA, IFEval).
Nova Lite shows notably better performance in the majority of benchmarks.
Arena Performance
Playground indexes and blind preference scores
Context Window
Maximum input and output token capacity
Only Nova Lite specifies input context (300,000 tokens). Only Nova Lite specifies output context (2,048 tokens).
Input Capabilities
Supported data types and modalities
Both LFM2.5-VL-3B and Nova Lite support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
LFM2.5-VL-3B
Nova Lite
License
Usage and distribution terms
LFM2.5-VL-3B is licensed under LFM Open License v1.0, while Nova Lite uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
LFM Open License v1.0
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
LFM2.5-VL-3B was released on 2026-08-12, while Nova Lite was released on 2024-11-20.
LFM2.5-VL-3B is 21 months newer than Nova Lite.
Aug 12, 2026
1 weeks ago
1.7yr newerNov 20, 2024
1.8 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Judge for yourself.
Run your own prompts against LFM2.5-VL-3B and Nova Lite side-by-side, then vote on the output you prefer.
FAQ
Common questions about LFM2.5-VL-3B vs Nova Lite.