Skip to content
ModelCap

Head-to-head comparison

Nemotron Research GooseReason 4B Instruct vs GPT-4o (2024-08-06)

Nemotron Research GooseReason 4B Instruct (NVIDIA) and GPT-4o (2024-08-06) (OpenAI) 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 Research GooseReason 4B Instruct holds the stronger ModelCap Index position (#130 vs #132).

Which should you choose?

Choose Nemotron Research GooseReason 4B Instruct if…

  • you want the stronger overall ModelCap Index position — #130 against #132 (30.7 vs 30.1 points).
  • you want the more recently listed model — Nemotron Research GooseReason 4B Instruct was listed 14 January 2026, GPT-4o (2024-08-06) 6 August 2024.

Choose GPT-4o (2024-08-06) if…

  • you want provider choice — 2 listed API providers against 0.

Nemotron Research GooseReason 4B Instruct vs GPT-4o (2024-08-06): specs, pricing and context

Specification comparison of Nemotron Research GooseReason 4B Instruct and GPT-4o (2024-08-06)
FieldNemotron Research GooseReason 4B InstructNVIDIAGPT-4o (2024-08-06)OpenAI
ModelCap Index position#130#132
Index score30.730.1
EvidenceInheritedMeasured
Input price / 1M tokensUnlisted$2.50
Output price / 1M tokensUnlisted$10.00
Context window— tokens128K tokens
Max output tokens—16K
API providers listed02
Weight accessRestricted licenseAPI only
Input modalitiesTextText, Image, File
First listed14 January 20266 August 2024
PublisherNVIDIAOpenAI

Evidence: finetune of Qwen/Qwen3-4B-Instruct-2507 · finetune (100%) · 2 public benchmark observations across 2 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Nemotron Research GooseReason 4B Instruct vs GPT-4o (2024-08-06)

Public benchmark boards where Nemotron Research GooseReason 4B Instruct or GPT-4o (2024-08-06) has a published result
BoardNemotron Research GooseReason 4B InstructGPT-4o (2024-08-06)Leads
Arena codingArena (LMArena)—13601352–1368Only one result
AA τ²-Bench TelecomArtificial Analysis—28.9%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="GPT-4o (Aug)":reasoning=falseOnly one result
AA Humanity's Last ExamArtificial Analysis—2.3%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="GPT-4o (Aug)":reasoning=falseOnly 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.

Nemotron Research GooseReason 4B Instruct vs GPT-4o (2024-08-06): common questions

Is Nemotron Research GooseReason 4B Instruct better than GPT-4o (2024-08-06)?

Nemotron Research GooseReason 4B Instruct ranks higher on the ModelCap Index as of 9 September 2026: #130 against #132. 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 Research GooseReason 4B Instruct cheaper than GPT-4o (2024-08-06)?

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 Research GooseReason 4B Instruct or GPT-4o (2024-08-06)?

Both publish a —-token context window.

Which is better for coding, Nemotron Research GooseReason 4B Instruct or GPT-4o (2024-08-06)?

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 Research GooseReason 4B Instruct and GPT-4o (2024-08-06) open-weight models?

Nemotron Research GooseReason 4B Instruct: Restricted license. GPT-4o (2024-08-06): API only. 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 Research GooseReason 4B Instruct and GPT-4o (2024-08-06)?

ModelCap currently lists 0 API providers for Nemotron Research GooseReason 4B Instruct and 2 for GPT-4o (2024-08-06), from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Nemotron Research GooseReason 4B Instruct vs GPT-4o (2024-08-06) 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.

Explore further