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Head-to-head comparison

SingGuard NSFA 9B vs Muse Glimmer 30B

SingGuard NSFA 9B (InclusionAI) and Muse Glimmer 30B (Meta) 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 19 August 2026

As of 19 August 2026, SingGuard NSFA 9B holds the stronger ModelCap Index position (#185 vs #188).

Which should you choose?

Choose SingGuard NSFA 9B if…

  • you want the stronger overall ModelCap Index position — #185 against #188 (17.0 vs 16.1 points).

Choose Muse Glimmer 30B if…

  • you want provider choice — 5 listed API providers against 0.
  • you want the more recently listed model — Muse Glimmer 30B was listed 9 August 2026, SingGuard NSFA 9B 10 July 2026.

SingGuard NSFA 9B vs Muse Glimmer 30B: specs, pricing and context

Specification comparison of SingGuard NSFA 9B and Muse Glimmer 30B
FieldSingGuard NSFA 9BInclusionAIMuse Glimmer 30BMeta
ModelCap Index position#185#188
Index score17.016.1
EvidenceEstimatedMeasured
Input price / 1M tokensUnlisted$0.35
Output price / 1M tokensUnlisted$1.50
Context window— tokens131K tokens
Max output tokens—131K
API providers listed05
Weight accessOpen weightsOpen weights
Input modalitiesText, ImageText, Image
First listed10 July 20269 August 2026
PublisherInclusionAIMeta

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 9B vs Muse Glimmer 30B

Public benchmark boards where SingGuard NSFA 9B or Muse Glimmer 30B has a published result
BoardSingGuard NSFA 9BMuse Glimmer 30BLeads
WildClawBench OpenClawWildClawBench—47.6Only 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 9B vs Muse Glimmer 30B: common questions

Is SingGuard NSFA 9B better than Muse Glimmer 30B?

SingGuard NSFA 9B ranks higher on the ModelCap Index as of 19 August 2026: #185 against #188. 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 9B cheaper than Muse Glimmer 30B?

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 9B or Muse Glimmer 30B?

Both publish a —-token context window.

Which is better for coding, SingGuard NSFA 9B or Muse Glimmer 30B?

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 9B and Muse Glimmer 30B open-weight models?

SingGuard NSFA 9B: Open weights. Muse Glimmer 30B: Open weights. 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 9B and Muse Glimmer 30B?

ModelCap currently lists 0 API providers for SingGuard NSFA 9B and 5 for Muse Glimmer 30B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this SingGuard NSFA 9B vs Muse Glimmer 30B comparison?

Every figure comes from the sealed ModelCap dataset published 19 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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