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LFM2.5-VL-3B vs Nova Pro

Nova Pro 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 Pro is better at 3 benchmarks (ChartQA, DocVQA, IFEval). Nova Pro 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 Pro

  • you want the strongest raw capability — it leads on 3 of 4 shared benchmarks

At a glance

The differences that matter most.

LFM2.5-VL-3B
Liquid AI
Nova Pro
Amazon
Benchmark wins
1 of 4
3 of 4
Input price
— / M
$0.80 / M
Output price
— / M
$3.20 / M
Context window
—
300,000
Released
Aug 2026
Nov 2024
License
LFM Open License v1.0
Proprietary

Performance Benchmarks

Comparative analysis across standard metrics

4 benchmarks

LFM2.5-VL-3B outperforms in 1 benchmarks (TextVQA), while Nova Pro is better at 3 benchmarks (ChartQA, DocVQA, IFEval).

Nova Pro shows notably better performance in the majority of benchmarks.

Tue Aug 25 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Context Window

Maximum input and output token capacity

Only Nova Pro specifies input context (300,000 tokens). Only Nova Pro specifies output context (300,000 tokens).

Liquid AI
LFM2.5-VL-3B
Input- tokens
Output- tokens
Amazon
Nova Pro
Input300,000 tokens
Output300,000 tokens
Tue Aug 25 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both LFM2.5-VL-3B and Nova Pro support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

LFM2.5-VL-3B

Text
Images
Audio
Video

Nova Pro

Text
Images
Audio
Video

License

Usage and distribution terms

LFM2.5-VL-3B is licensed under LFM Open License v1.0, while Nova Pro uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

LFM2.5-VL-3B

LFM Open License v1.0

Open weights

Nova Pro

Proprietary

Closed source

Release Timeline

When each model was launched

LFM2.5-VL-3B was released on 2026-08-12, while Nova Pro was released on 2024-11-20.

LFM2.5-VL-3B is 21 months newer than Nova Pro.

LFM2.5-VL-3B

Aug 12, 2026

1 weeks ago

1.7yr newer
Nova Pro

Nov 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.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against LFM2.5-VL-3B and Nova Pro side-by-side, then vote on the output you prefer.

LFM2.5-VL-3B
✓ Preferred
Nova Pro
Open in Playground

FAQ

Common questions about LFM2.5-VL-3B vs Nova Pro.

Which is better, LFM2.5-VL-3B or Nova Pro?

Nova Pro shows notably better performance in the majority of benchmarks. LFM2.5-VL-3B is made by Liquid AI and Nova Pro is made by Amazon. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does LFM2.5-VL-3B compare to Nova Pro in benchmarks?

LFM2.5-VL-3B scores DocVQA: 91.1%, POPE: 88.7%, RefCOCO-avg: 87.9%, TextVQA: 84.3%, OCRBench: 84.2%. Nova Pro scores ARC-C: 94.8%, GSM8k: 94.8%, DocVQA: 93.5%, IFEval: 92.1%, ChartQA: 89.2%.

What are the context window sizes for LFM2.5-VL-3B and Nova Pro?

LFM2.5-VL-3B supports an unknown number of tokens and Nova Pro supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between LFM2.5-VL-3B and Nova Pro?

Key differences include licensing (LFM Open License v1.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes LFM2.5-VL-3B and Nova Pro?

LFM2.5-VL-3B is developed by Liquid AI and Nova Pro is developed by Amazon.

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