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LFM3-VL-2B vs Nova Pro

LFM3-VL-2B and Nova Pro are closely matched at 15.5 and 11.8 on the LLM Stats Score.

Liquid AI · Amazon · Updated for 2026

Which is better?

LFM3-VL-2B and Nova Pro are closely matched on the overall LLM Stats Score at 15.5 and 11.8.

In the 4 individual benchmarks reported for both models, LFM3-VL-2B wins 3; 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

  • you value its reported benchmark strengths — it wins 3 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 Pro

  • you want predictable pricing at $0.80/M input and $3.20/M output

At a glance

The differences that matter most.

Core performance indexes
15.5
#265
11.8
#292
16.2
#252
11.4
#288
Cost, coverage & limits
Benchmark wins
3 of 4
1 of 4
Input price
— / M
$0.80 / M
Output price
— / M
$3.20 / M
Context window
—
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
LFM3-VL-2B
Nova Pro
19.0#187
18.8#193
11.4#133
5.6#178
12.6#124
8.2#150
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

41 reported for LFM3-VL-2B · 27 for Nova Pro

4 shared

LFM3-VL-2B outperforms in 3 benchmarks (ChartQA, DocVQA, TextVQA), while Nova Pro is better at 1 benchmark (LVBench).

LFM3-VL-2B shows notably better performance in the majority of benchmarks.

Tue Nov 03 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground 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
LFM3-VL-2B
Input- tokens
Output- tokens
Amazon
Nova Pro
Input300,000 tokens
Output300,000 tokens
Tue Nov 03 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both LFM3-VL-2B and Nova Pro support multimodal inputs.

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

LFM3-VL-2B

Text
Images
Audio
Video

Nova Pro

Text
Images
Audio
Video

License

Usage and distribution terms

LFM3-VL-2B 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.

LFM3-VL-2B

LFM Open License v1.0

Open weights

Nova Pro

Proprietary

Closed source

Release Timeline

When each model was launched

LFM3-VL-2B was released on 2026-10-27, while Nova Pro was released on 2024-11-20.

LFM3-VL-2B is 24 months newer than Nova Pro.

LFM3-VL-2B

Oct 27, 2026

5 days ago

1.9yr newer
Nova Pro

Nov 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.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against LFM3-VL-2B and Nova Pro side-by-side, then vote on the output you prefer.

LFM3-VL-2B
✓ Preferred
Nova Pro
Open in Playground

FAQ

Common questions about LFM3-VL-2B vs Nova Pro.

Which is better, LFM3-VL-2B or Nova Pro?

LFM3-VL-2B and Nova Pro are closely matched on the LLM Stats Score at 15.5 and 11.8. LFM3-VL-2B is made by Liquid AI and Nova Pro is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does LFM3-VL-2B compare to Nova Pro in benchmarks?

LFM3-VL-2B scores DocVQA: 96.7%, CountBench: 93.0%, ChartQA: 92.7%, RefCOCO-avg: 90.5%, POPE: 88.7%. 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 LFM3-VL-2B and Nova Pro?

LFM3-VL-2B 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 LFM3-VL-2B and Nova Pro?

Key differences include LLM Stats Score (15.5 vs 11.8), licensing (LFM Open License v1.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes LFM3-VL-2B and Nova Pro?

LFM3-VL-2B is developed by Liquid AI and Nova Pro is developed by Amazon.