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LFM3-VL-2B vs Muse Spark 1.3

Muse Spark 1.3 leads the LLM Stats Score 52.0 to 15.5.

Liquid AI · Meta · Updated for 2026

Which is better?

Muse Spark 1.3 leads the overall LLM Stats Score 52.0 to 15.5, ranking #15 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose LFM3-VL-2B

  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

Choose Muse Spark 1.3

  • overall performance matters — it scores 52.0 and ranks #15 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes

At a glance

The differences that matter most.

LFM3-VL-2B
Liquid AI
Muse Spark 1.3
Meta
Core performance indexes
LLM Stats Score
15.5
#265
52.0
#15
Reasoning
16.2
#252
50.1
#13
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$1.25 / M
Output price
— / M
$4.25 / M
Context window
—
1,048,576

Individual benchmarks

41 reported for LFM3-VL-2B · 11 for Muse Spark 1.3

No common benchmarks found

LFM3-VL-2B and Muse Spark 1.3don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Muse Spark 1.3 specifies input context (1,048,576 tokens). Only Muse Spark 1.3 specifies output context (943,718 tokens).

Liquid AI
LFM3-VL-2B
Input- tokens
Output- tokens
Meta
Muse Spark 1.3
Input1,048,576 tokens
Output943,718 tokens
Mon Nov 02 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both LFM3-VL-2B and Muse Spark 1.3 support multimodal inputs.

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

LFM3-VL-2B

Text
Images
Audio
Video

Muse Spark 1.3

Text
Images
Audio
Video

License

Usage and distribution terms

LFM3-VL-2B is licensed under LFM Open License v1.0, while Muse Spark 1.3 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

Muse Spark 1.3

Proprietary

Closed source

Release Timeline

When each model was launched

LFM3-VL-2B was released on 2026-10-27, while Muse Spark 1.3 was released on 2026-09-02.

LFM3-VL-2B is 2 months newer than Muse Spark 1.3.

LFM3-VL-2B

Oct 27, 2026

5 days ago

1mo newer
Muse Spark 1.3

Sep 2, 2026

2 months 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 Muse Spark 1.3 side-by-side, then vote on the output you prefer.

LFM3-VL-2B
✓ Preferred
Muse Spark 1.3
Open in Playground

FAQ

Common questions about LFM3-VL-2B vs Muse Spark 1.3.

Which is better, LFM3-VL-2B or Muse Spark 1.3?

Muse Spark 1.3 leads the LLM Stats Score 52.0 to 15.5. LFM3-VL-2B is made by Liquid AI and Muse Spark 1.3 is made by Meta. 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 Muse Spark 1.3 in benchmarks?

LFM3-VL-2B scores DocVQA: 96.7%, CountBench: 93.0%, ChartQA: 92.7%, RefCOCO-avg: 90.5%, POPE: 88.7%. Muse Spark 1.3 scores MRCR v2 (8-needle): 98.5%, MRCR v2 (8-needle, 512K-1M): 98.1%, DeepSearchQA: 89.4%, Terminal-Bench 2.1: 88.8%, DeepSWE 1.1: 75.4%.

What are the context window sizes for LFM3-VL-2B and Muse Spark 1.3?

LFM3-VL-2B supports an unknown number of tokens and Muse Spark 1.3 supports 1.0M 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 Muse Spark 1.3?

Key differences include LLM Stats Score (15.5 vs 52.0), licensing (LFM Open License v1.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes LFM3-VL-2B and Muse Spark 1.3?

LFM3-VL-2B is developed by Liquid AI and Muse Spark 1.3 is developed by Meta.

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