cogito v1 preview llama 8B (Deep Cogito) and granite guardian 3.2 8b factuality detection (IBM Granite) 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 15 September 2026
As of 15 September 2026, cogito v1 preview llama 8B holds the stronger ModelCap Index position (#216 vs #218); and granite guardian 3.2 8b factuality detection ships open weights.
you want to self-host: granite guardian 3.2 8b factuality detection ships open weights while cogito v1 preview llama 8B is restricted license.
you want the more recently listed model — granite guardian 3.2 8b factuality detection was listed 10 November 2025, cogito v1 preview llama 8B 31 March 2025.
cogito v1 preview llama 8B vs granite guardian 3.2 8b factuality detection: specs, pricing and context
Specification comparison of cogito v1 preview llama 8B and granite guardian 3.2 8b factuality detection
Evidence: finetune of meta-llama/Llama-3.1-8B · finetune (100%) · finetune of ibm-granite/granite-3.2-8b-instruct · finetune (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.
cogito v1 preview llama 8B vs granite guardian 3.2 8b factuality detection: common questions
Is cogito v1 preview llama 8B better than granite guardian 3.2 8b factuality detection?
cogito v1 preview llama 8B ranks higher on the ModelCap Index as of 15 September 2026: #216 against #218. 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 cogito v1 preview llama 8B cheaper than granite guardian 3.2 8b factuality detection?
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, cogito v1 preview llama 8B or granite guardian 3.2 8b factuality detection?
Both publish a —-token context window.
Which is better for coding, cogito v1 preview llama 8B or granite guardian 3.2 8b factuality detection?
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 cogito v1 preview llama 8B and granite guardian 3.2 8b factuality detection open-weight models?
cogito v1 preview llama 8B: Restricted license. granite guardian 3.2 8b factuality detection: 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 cogito v1 preview llama 8B and granite guardian 3.2 8b factuality detection?
ModelCap currently lists 0 API providers for cogito v1 preview llama 8B and 0 for granite guardian 3.2 8b factuality detection, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.
How current is this cogito v1 preview llama 8B vs granite guardian 3.2 8b factuality detection comparison?
Every figure comes from the sealed ModelCap dataset published 15 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.