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Head-to-head comparison

LFM2.5 VL 3B vs Privasis Cleaner 4B

LFM2.5 VL 3B (LiquidAI) and Privasis Cleaner 4B (NVIDIA) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 17 August 2026

As of 17 August 2026, Privasis Cleaner 4B holds the stronger ModelCap Index position (#170 vs #172).

Which should you choose?

Choose LFM2.5 VL 3B if…

  • you want the more recently listed model — LFM2.5 VL 3B was listed 11 August 2026, Privasis Cleaner 4B 8 June 2026.

Choose Privasis Cleaner 4B if…

  • you want the stronger overall ModelCap Index position — #170 against #172 (22.3 vs 21.3 points).

LFM2.5 VL 3B vs Privasis Cleaner 4B: specs, pricing and context

Specification comparison of LFM2.5 VL 3B and Privasis Cleaner 4B
FieldLFM2.5 VL 3BLiquidAIPrivasis Cleaner 4BNVIDIA
ModelCap Index position#172#170
Index score21.322.3
EvidenceInheritedInherited
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessRestricted licenseRestricted license
Input modalitiesText, ImageText
First listed11 August 20268 June 2026
PublisherLiquidAINVIDIA

Evidence: finetune · finetune · finetune · finetune. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: LFM2.5 VL 3B vs Privasis Cleaner 4B

Neither model has a published result on a public benchmark board ModelCap tracks yet.

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

LFM2.5 VL 3B vs Privasis Cleaner 4B: common questions

Is LFM2.5 VL 3B better than Privasis Cleaner 4B?

Privasis Cleaner 4B ranks higher on the ModelCap Index as of 17 August 2026: #170 against #172. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is LFM2.5 VL 3B cheaper than Privasis Cleaner 4B?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, LFM2.5 VL 3B or Privasis Cleaner 4B?

Both publish a —-token context window.

Which is better for coding, LFM2.5 VL 3B or Privasis Cleaner 4B?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are LFM2.5 VL 3B and Privasis Cleaner 4B open-weight models?

LFM2.5 VL 3B: Restricted license. Privasis Cleaner 4B: Restricted license. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run LFM2.5 VL 3B and Privasis Cleaner 4B?

ModelCap currently lists 0 API providers for LFM2.5 VL 3B and 0 for Privasis Cleaner 4B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this LFM2.5 VL 3B vs Privasis Cleaner 4B comparison?

Every figure comes from the sealed ModelCap dataset published 17 August 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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