LFM2.5-VL-3B vs Seed 2.1 Pro: Specs & Benchmark Comparison

LFM2.5-VL-3B is developed by Liquid AI, while Seed 2.1 Pro comes from ByteDance. Seed 2.1 Pro was released in June 2026, and LFM2.5-VL-3B followed 2 months later in August 2026. LFM2.5-VL-3B has a published size of about 3 billion parameters; ByteDance has not disclosed the parameter count of Seed 2.1 Pro.

The two models share 4 published benchmarks. Seed 2.1 Pro leads on 4 of them. The widest gaps are on MMMU-Pro, where Seed 2.1 Pro scores 82.7% against 30.5%; SimpleVQA, where Seed 2.1 Pro scores 74.5% against 35.4%. Averaged across everything we track, LFM2.5-VL-3B sits at 63.7% and Seed 2.1 Pro at 63.7%.

CharacteristicLFM2.5-VL-3BSeed 2.1 Pro
CompanyLiquid AIByteDance
Release DateAugust 12, 2026June 24, 2026
Parameters3B
MultimodalYesYes
Average Score63.7%63.7%
Benchmarks
MMMU-Pro30.5%82.7%
SimpleVQA35.4%74.5%
BLINK61.5%81.4%
RealWorldQA73.1%86.7%

Visual Benchmark Comparison

LFM2.5-VL-3B
Seed 2.1 Pro
MMMU-Pro0.3 vs 0.8
0.3
0.8
SimpleVQA0.4 vs 0.7
0.4
0.7
BLINK0.6 vs 0.8
0.6
0.8
RealWorldQA0.7 vs 0.9
0.7
0.9

Verdict

LFM2.5-VL-3B leads in 1 out of 2 comparison categories.

Overall Performance

Both models show comparable average scores: LFM2.5-VL-3B — 0.6, Seed 2.1 Pro — 0.6.

Recency

LFM2.5-VL-3B is newer: released 8/12/2026 vs 6/24/2026.

More About These Models

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Frequently Asked Questions

Which is better for coding — LFM2.5-VL-3B or Seed 2.1 Pro?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — LFM2.5-VL-3B or Seed 2.1 Pro?
API pricing data is available on the individual model pages.
Which has a larger context window — LFM2.5-VL-3B or Seed 2.1 Pro?
Context window data is available on the individual model pages.

The LFM2.5-VL-3B and Seed 2.1 Pro comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the LFM2.5-VL-3B or Seed 2.1 Pro page. See also the complete list of AI model comparisons.