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Head-to-head comparison

granite guardian 3.2 8b factuality detection vs HARC Llama 3.1 8B Instruct

granite guardian 3.2 8b factuality detection (IBM Granite) and HARC Llama 3.1 8B Instruct (Microsoft) 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 September 2026

As of 17 September 2026, granite guardian 3.2 8b factuality detection holds the stronger ModelCap Index position (#208 vs #210); and granite guardian 3.2 8b factuality detection ships open weights.

Which should you choose?

Choose granite guardian 3.2 8b factuality detection if…

  • you want the stronger overall ModelCap Index position — #208 against #210 (6.6 vs 6.4 points).
  • you want to self-host: granite guardian 3.2 8b factuality detection ships open weights while HARC Llama 3.1 8B Instruct is restricted license.

Choose HARC Llama 3.1 8B Instruct if…

  • you want the more recently listed model — HARC Llama 3.1 8B Instruct was listed 2 July 2026, granite guardian 3.2 8b factuality detection 10 November 2025.

granite guardian 3.2 8b factuality detection vs HARC Llama 3.1 8B Instruct: specs, pricing and context

Specification comparison of granite guardian 3.2 8b factuality detection and HARC Llama 3.1 8B Instruct
Fieldgranite guardian 3.2 8b factuality detectionIBM GraniteHARC Llama 3.1 8B InstructMicrosoft
ModelCap Index position#208#210
Index score6.66.4
EvidenceInheritedInherited
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens
API providers listed00
Weight accessOpen weightsRestricted license
Input modalitiesTextText
First listed10 November 20252 July 2026
PublisherIBM GraniteMicrosoft

Evidence: finetune of ibm-granite/granite-3.2-8b-instruct · finetune (100%) · merge of meta-llama/llama-3.1-8b-instruct · merge (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: granite guardian 3.2 8b factuality detection vs HARC Llama 3.1 8B Instruct

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.

granite guardian 3.2 8b factuality detection vs HARC Llama 3.1 8B Instruct: common questions

Is granite guardian 3.2 8b factuality detection better than HARC Llama 3.1 8B Instruct?

granite guardian 3.2 8b factuality detection ranks higher on the ModelCap Index as of 17 September 2026: #208 against #210. 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. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is granite guardian 3.2 8b factuality detection cheaper than HARC Llama 3.1 8B Instruct?

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, granite guardian 3.2 8b factuality detection or HARC Llama 3.1 8B Instruct?

Both publish a —-token context window.

Which is better for coding, granite guardian 3.2 8b factuality detection or HARC Llama 3.1 8B Instruct?

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 granite guardian 3.2 8b factuality detection and HARC Llama 3.1 8B Instruct open-weight models?

granite guardian 3.2 8b factuality detection: Open weights. HARC Llama 3.1 8B Instruct: 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 granite guardian 3.2 8b factuality detection and HARC Llama 3.1 8B Instruct?

ModelCap currently lists 0 API providers for granite guardian 3.2 8b factuality detection and 0 for HARC Llama 3.1 8B Instruct, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this granite guardian 3.2 8b factuality detection vs HARC Llama 3.1 8B Instruct comparison?

Every figure comes from the sealed ModelCap dataset published 17 September 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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