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Head-to-head comparison

SingGuard NSFA 4B vs LFM2.5-2.6B

SingGuard NSFA 4B (InclusionAI) and LFM2.5-2.6B (Liquid) 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 22 August 2026

As of 22 August 2026, SingGuard NSFA 4B holds the stronger ModelCap Index position (#187 vs #190); and SingGuard NSFA 4B ships open weights.

Which should you choose?

Choose SingGuard NSFA 4B if…

  • you want the stronger overall ModelCap Index position — #187 against #190 (17.5 vs 16.1 points).
  • you want to self-host: SingGuard NSFA 4B ships open weights while LFM2.5-2.6B is restricted license.

Choose LFM2.5-2.6B if…

  • you want provider choice — 1 listed API providers against 0.
  • you want the more recently listed model — LFM2.5-2.6B was listed 11 August 2026, SingGuard NSFA 4B 10 July 2026.

SingGuard NSFA 4B vs LFM2.5-2.6B: specs, pricing and context

Specification comparison of SingGuard NSFA 4B and LFM2.5-2.6B
FieldSingGuard NSFA 4BInclusionAILFM2.5-2.6BLiquid
ModelCap Index position#187#190
Index score17.516.1
EvidenceEstimatedMeasured
Input price / 1M tokensUnlistedFree
Output price / 1M tokensUnlistedFree
Context window— tokens66K tokens
Max output tokens—8K
API providers listed01
Weight accessOpen weightsRestricted license
Input modalitiesText, ImageText
First listed10 July 202611 August 2026
PublisherInclusionAILiquid

Evidence: publisher corpus prior · leave-one-anchor-out calibrated · 1 public benchmark observation across 1 board. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: SingGuard NSFA 4B vs LFM2.5-2.6B

Public benchmark boards where SingGuard NSFA 4B or LFM2.5-2.6B has a published result
BoardSingGuard NSFA 4BLFM2.5-2.6BLeads
Artificial Analysis Intelligence IndexArtificial Analysis—11.0intelligence-indexOnly one result

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.

SingGuard NSFA 4B vs LFM2.5-2.6B: common questions

Is SingGuard NSFA 4B better than LFM2.5-2.6B?

SingGuard NSFA 4B ranks higher on the ModelCap Index as of 22 August 2026: #187 against #190. 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 SingGuard NSFA 4B cheaper than LFM2.5-2.6B?

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, SingGuard NSFA 4B or LFM2.5-2.6B?

Both publish a —-token context window.

Which is better for coding, SingGuard NSFA 4B or LFM2.5-2.6B?

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 SingGuard NSFA 4B and LFM2.5-2.6B open-weight models?

SingGuard NSFA 4B: Open weights. LFM2.5-2.6B: 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 SingGuard NSFA 4B and LFM2.5-2.6B?

ModelCap currently lists 0 API providers for SingGuard NSFA 4B and 1 for LFM2.5-2.6B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this SingGuard NSFA 4B vs LFM2.5-2.6B comparison?

Every figure comes from the sealed ModelCap dataset published 22 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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