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Gemma 3n E4B Instructed LiteRT Preview vs LFM2.5-VL-3B

Comparing Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3B across benchmarks, pricing, and capabilities.

Google · Liquid AI · Updated for 2026

Which is better?

Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3B trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

Based on current benchmark, pricing, and model metadata for 2026.

Choose Gemma 3n E4B Instructed LiteRT Preview

  • you are already invested in the Google ecosystem

Choose LFM2.5-VL-3B

  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Gemma 3n E4B Instructed LiteRT Preview
Google
LFM2.5-VL-3B
Liquid AI
Benchmark wins
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Input price
— / M
— / M
Output price
— / M
— / M
Context window
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Released
May 2025
Aug 2026
License
Gemma
LFM Open License v1.0

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3Bdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Playground indexes and blind preference scores

Model Size

Parameter count comparison

1.2B diff

LFM2.5-VL-3B has 1.2B more parameters than Gemma 3n E4B Instructed LiteRT Preview, making it 63.5% larger.

Google
Gemma 3n E4B Instructed LiteRT Preview
1.9Bparameters
Liquid AI
LFM2.5-VL-3B
3.1Bparameters
1.9B
Gemma 3n E4B Instructed LiteRT Preview
3.1B
LFM2.5-VL-3B

Input Capabilities

Supported data types and modalities

Both Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3B support multimodal inputs.

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

Gemma 3n E4B Instructed LiteRT Preview

Text
Images
Audio
Video

LFM2.5-VL-3B

Text
Images
Audio
Video

License

Usage and distribution terms

Gemma 3n E4B Instructed LiteRT Preview is licensed under Gemma, while LFM2.5-VL-3B uses LFM Open License v1.0.

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

Gemma 3n E4B Instructed LiteRT Preview

Gemma

Open weights

LFM2.5-VL-3B

LFM Open License v1.0

Open weights

Release Timeline

When each model was launched

Gemma 3n E4B Instructed LiteRT Preview was released on 2025-05-20, while LFM2.5-VL-3B was released on 2026-08-12.

LFM2.5-VL-3B is 15 months newer than Gemma 3n E4B Instructed LiteRT Preview.

Gemma 3n E4B Instructed LiteRT Preview

May 20, 2025

1.3 years ago

LFM2.5-VL-3B

Aug 12, 2026

1 weeks ago

1.2yr newer

Knowledge Cutoff

When training data ends

Gemma 3n E4B Instructed LiteRT Preview has a documented knowledge cutoff of 2024-06-01, while LFM2.5-VL-3B's cutoff date is not specified.

We can confirm Gemma 3n E4B Instructed LiteRT Preview's training data extends to 2024-06-01, but cannot make a direct comparison without LFM2.5-VL-3B's cutoff date.

Gemma 3n E4B Instructed LiteRT Preview

Jun 2024

LFM2.5-VL-3B

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Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3B side-by-side, then vote on the output you prefer.

Gemma 3n E4B Instructed LiteRT Preview
✓ Preferred
LFM2.5-VL-3B
Open in Playground

FAQ

Common questions about Gemma 3n E4B Instructed LiteRT Preview vs LFM2.5-VL-3B.

Which is better, Gemma 3n E4B Instructed LiteRT Preview or LFM2.5-VL-3B?

Gemma 3n E4B Instructed LiteRT Preview (Google) and LFM2.5-VL-3B (Liquid AI) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Gemma 3n E4B Instructed LiteRT Preview compare to LFM2.5-VL-3B in benchmarks?

Gemma 3n E4B Instructed LiteRT Preview scores ARC-E: 81.6%, BoolQ: 81.6%, PIQA: 81.0%, HellaSwag: 78.6%, HumanEval: 75.0%. LFM2.5-VL-3B scores DocVQA: 91.1%, POPE: 88.7%, RefCOCO-avg: 87.9%, TextVQA: 84.3%, OCRBench: 84.2%.

What are the main differences between Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3B?

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

Who makes Gemma 3n E4B Instructed LiteRT Preview and LFM2.5-VL-3B?

Gemma 3n E4B Instructed LiteRT Preview is developed by Google and LFM2.5-VL-3B is developed by Liquid AI.

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