LFM3-VL-2B vs Nova Lite
LFM3-VL-2B leads the LLM Stats Score 15.5 to 7.1.
Liquid AI · Amazon · Updated for 2026
Which is better?
LFM3-VL-2B leads the overall LLM Stats Score 15.5 to 7.1, ranking #265 overall.
In the 4 individual benchmarks reported for both models, LFM3-VL-2B wins 4; this is a narrower head-to-head signal than the composite indexes.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose LFM3-VL-2B
- overall performance matters — it scores 15.5 and ranks #265 on LLM Stats
- your work emphasizes reasoning — it leads those capability indexes
- you value its reported benchmark strengths — it wins 4 of 4 exact shared results
- you want the most recent training data — it shipped Oct 2026
- you need open weights you can self-host or fine-tune
Choose Nova Lite
- you want predictable pricing at $0.06/M input and $0.24/M output
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
41 reported for LFM3-VL-2B · 27 for Nova Lite
LFM3-VL-2B outperforms in 4 benchmarks (ChartQA, DocVQA, LVBench, TextVQA), while Nova Lite is better at 0 benchmarks.
LFM3-VL-2B significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground 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
Documented input modalities across available providers
Both LFM3-VL-2B and Nova Lite support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
LFM3-VL-2B
Nova Lite
License
Usage and distribution terms
LFM3-VL-2B 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
LFM3-VL-2B was released on 2026-10-27, while Nova Lite was released on 2024-11-20.
LFM3-VL-2B is 24 months newer than Nova Lite.
Oct 27, 2026
4 days ago
1.9yr newerNov 20, 2024
1.9 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 LFM3-VL-2B and Nova Lite side-by-side, then vote on the output you prefer.
FAQ
Common questions about LFM3-VL-2B vs Nova Lite.