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Gemini 2.0 Flash-Lite vs LFM2.5-VL-3B

Comparing Gemini 2.0 Flash-Lite and LFM2.5-VL-3B across benchmarks, pricing, and capabilities.

Google · Liquid AI · Updated for 2026

Which is better?

Gemini 2.0 Flash-Lite 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 Gemini 2.0 Flash-Lite

  • you want predictable pricing at $0.07/M input and $0.30/M output

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

At a glance

The differences that matter most.

Gemini 2.0 Flash-Lite
Google
LFM2.5-VL-3B
Liquid AI
Benchmark wins
—
—
Input price
$0.07 / M
— / M
Output price
$0.30 / M
— / M
Context window
1,048,576
—
Released
Feb 2025
Aug 2026
License
Proprietary
LFM Open License v1.0

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

Gemini 2.0 Flash-Lite 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

Context Window

Maximum input and output token capacity

Only Gemini 2.0 Flash-Lite specifies input context (1,048,576 tokens). Only Gemini 2.0 Flash-Lite specifies output context (8,192 tokens).

Google
Gemini 2.0 Flash-Lite
Input1,048,576 tokens
Output8,192 tokens
Liquid AI
LFM2.5-VL-3B
Input- tokens
Output- tokens
Tue Aug 25 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Gemini 2.0 Flash-Lite and LFM2.5-VL-3B support multimodal inputs.

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

Gemini 2.0 Flash-Lite

Text
Images
Audio
Video

LFM2.5-VL-3B

Text
Images
Audio
Video

License

Usage and distribution terms

Gemini 2.0 Flash-Lite is licensed under a proprietary license, 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.

Gemini 2.0 Flash-Lite

Proprietary

Closed source

LFM2.5-VL-3B

LFM Open License v1.0

Open weights

Release Timeline

When each model was launched

Gemini 2.0 Flash-Lite was released on 2025-02-05, while LFM2.5-VL-3B was released on 2026-08-12.

LFM2.5-VL-3B is 18 months newer than Gemini 2.0 Flash-Lite.

Gemini 2.0 Flash-Lite

Feb 5, 2025

1.5 years ago

LFM2.5-VL-3B

Aug 12, 2026

1 weeks ago

1.5yr newer

Knowledge Cutoff

When training data ends

Gemini 2.0 Flash-Lite has a documented knowledge cutoff of 2024-06-01, while LFM2.5-VL-3B's cutoff date is not specified.

We can confirm Gemini 2.0 Flash-Lite's training data extends to 2024-06-01, but cannot make a direct comparison without LFM2.5-VL-3B's cutoff date.

Gemini 2.0 Flash-Lite

Jun 2024

LFM2.5-VL-3B

—

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Gemini 2.0 Flash-Lite and LFM2.5-VL-3B side-by-side, then vote on the output you prefer.

Gemini 2.0 Flash-Lite
✓ Preferred
LFM2.5-VL-3B
Open in Playground

FAQ

Common questions about Gemini 2.0 Flash-Lite vs LFM2.5-VL-3B.

Which is better, Gemini 2.0 Flash-Lite or LFM2.5-VL-3B?

Gemini 2.0 Flash-Lite (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 Gemini 2.0 Flash-Lite compare to LFM2.5-VL-3B in benchmarks?

Gemini 2.0 Flash-Lite scores MATH: 86.8%, FACTS Grounding: 83.6%, Global-MMLU-Lite: 78.2%, MMLU-Pro: 71.6%, MMMU: 68.0%. LFM2.5-VL-3B scores DocVQA: 91.1%, POPE: 88.7%, RefCOCO-avg: 87.9%, TextVQA: 84.3%, OCRBench: 84.2%.

What are the context window sizes for Gemini 2.0 Flash-Lite and LFM2.5-VL-3B?

Gemini 2.0 Flash-Lite supports 1.0M tokens and LFM2.5-VL-3B supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 2.0 Flash-Lite and LFM2.5-VL-3B?

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

Who makes Gemini 2.0 Flash-Lite and LFM2.5-VL-3B?

Gemini 2.0 Flash-Lite is developed by Google and LFM2.5-VL-3B is developed by Liquid AI.

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