Nemotron Cascade 2 30B A3B vs Nemotron Research GooseReason 4B Instruct
Nemotron Cascade 2 30B A3B (NVIDIA) and Nemotron Research GooseReason 4B Instruct (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 9 September 2026
As of 9 September 2026, Nemotron Cascade 2 30B A3B holds the stronger ModelCap Index position (#108 vs #130).
you want the stronger overall ModelCap Index position — #108 against #130 (38.4 vs 30.7 points).
you want the more recently listed model — Nemotron Cascade 2 30B A3B was listed 18 March 2026, Nemotron Research GooseReason 4B Instruct 14 January 2026.
Evidence: publisher-corpus-prior over 182 held-out anchors (57%); launch card against 3 resolved peers on 11 rows (43%); exceeds every named peer on 3 of 11 rows; optimism haircut 0 from cross-lab-probe; shrunk 4.9 up toward the measured corpus · finetune of Qwen/Qwen3-4B-Instruct-2507 · finetune (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.
Benchmark scores: Nemotron Cascade 2 30B A3B vs Nemotron Research GooseReason 4B Instruct
Public benchmark boards where Nemotron Cascade 2 30B A3B or Nemotron Research GooseReason 4B Instruct has a published result
Nemotron Cascade 2 30B A3B vs Nemotron Research GooseReason 4B Instruct: common questions
Is Nemotron Cascade 2 30B A3B better than Nemotron Research GooseReason 4B Instruct?
Nemotron Cascade 2 30B A3B ranks higher on the ModelCap Index as of 9 September 2026: #108 against #130. 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 Nemotron Cascade 2 30B A3B cheaper than Nemotron Research GooseReason 4B 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, Nemotron Cascade 2 30B A3B or Nemotron Research GooseReason 4B Instruct?
Both publish a —-token context window.
Which is better for coding, Nemotron Cascade 2 30B A3B or Nemotron Research GooseReason 4B 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 Nemotron Cascade 2 30B A3B and Nemotron Research GooseReason 4B Instruct open-weight models?
Nemotron Cascade 2 30B A3B: Restricted license. Nemotron Research GooseReason 4B 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 Nemotron Cascade 2 30B A3B and Nemotron Research GooseReason 4B Instruct?
ModelCap currently lists 0 API providers for Nemotron Cascade 2 30B A3B and 0 for Nemotron Research GooseReason 4B Instruct, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.
How current is this Nemotron Cascade 2 30B A3B vs Nemotron Research GooseReason 4B Instruct comparison?
Every figure comes from the sealed ModelCap dataset published 9 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.