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LFM2.5-VL-3B vs North Micro Vision Instruct

LFM2.5-VL-3B significantly outperforms across most benchmarks.

Liquid AI · Cohere · Updated for 2026

Which is better?

LFM2.5-VL-3B outperforms in 11 benchmarks (BLINK, ChartQA, IFEval, MMBench-V1.1, MMMU (val), MMStar, Multi-IF, OCRBench, OCRBench-V2 (en), RealWorldQA, RefCOCO-avg), while North Micro Vision Instruct is better at 2 benchmarks (DocVQA, Hallusion Bench). LFM2.5-VL-3B significantly outperforms across most benchmarks.

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

Choose LFM2.5-VL-3B

  • you want the strongest raw capability — it leads on 11 of 13 shared benchmarks

Choose North Micro Vision Instruct

  • you are already invested in the Cohere ecosystem

At a glance

The differences that matter most.

LFM2.5-VL-3B
Liquid AI
North Micro Vision Instruct
Cohere
Benchmark wins
11 of 13
2 of 13
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—
Released
Aug 2026
Aug 2026
License
LFM Open License v1.0
Apache 2.0

Performance Benchmarks

Comparative analysis across standard metrics

13 benchmarks

LFM2.5-VL-3B outperforms in 11 benchmarks (BLINK, ChartQA, IFEval, MMBench-V1.1, MMMU (val), MMStar, Multi-IF, OCRBench, OCRBench-V2 (en), RealWorldQA, RefCOCO-avg), while North Micro Vision Instruct is better at 2 benchmarks (DocVQA, Hallusion Bench).

LFM2.5-VL-3B significantly outperforms across most benchmarks.

Mon Aug 24 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Model Size

Parameter count comparison

723.5M diff

LFM2.5-VL-3B has 0.7B more parameters than North Micro Vision Instruct, making it 30.1% larger.

Liquid AI
LFM2.5-VL-3B
3.1Bparameters
Cohere
North Micro Vision Instruct
2.4Bparameters
3.1B
LFM2.5-VL-3B
2.4B
North Micro Vision Instruct

Input Capabilities

Supported data types and modalities

Both LFM2.5-VL-3B and North Micro Vision Instruct 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

North Micro Vision Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

LFM2.5-VL-3B is licensed under LFM Open License v1.0, while North Micro Vision Instruct uses Apache 2.0.

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

North Micro Vision Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Both models were released on 2026-08-12.

They likely represent similar generations of model development.

LFM2.5-VL-3B

Aug 12, 2026

1 weeks ago

North Micro Vision Instruct

Aug 12, 2026

1 weeks 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 North Micro Vision Instruct side-by-side, then vote on the output you prefer.

LFM2.5-VL-3B
✓ Preferred
North Micro Vision Instruct
Open in Playground

FAQ

Common questions about LFM2.5-VL-3B vs North Micro Vision Instruct.

Which is better, LFM2.5-VL-3B or North Micro Vision Instruct?

LFM2.5-VL-3B significantly outperforms across most benchmarks. LFM2.5-VL-3B is made by Liquid AI and North Micro Vision Instruct is made by Cohere. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does LFM2.5-VL-3B compare to North Micro Vision Instruct in benchmarks?

LFM2.5-VL-3B scores DocVQA: 91.1%, POPE: 88.7%, RefCOCO-avg: 87.9%, TextVQA: 84.3%, OCRBench: 84.2%. North Micro Vision Instruct scores DocVQA: 92.1%, ChartQA: 80.8%, OCRBench: 79.2%, AI2D: 77.5%, IFEval: 74.9%.

What are the main differences between LFM2.5-VL-3B and North Micro Vision Instruct?

Key differences include licensing (LFM Open License v1.0 vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes LFM2.5-VL-3B and North Micro Vision Instruct?

LFM2.5-VL-3B is developed by Liquid AI and North Micro Vision Instruct is developed by Cohere.

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