LLM Reference

Nemotron 3 Ultra vs Nemotron Mini Hindi 4B Instruct

Nemotron 3 Ultra (2026) and Nemotron Mini Hindi 4B Instruct (2024) are frontier reasoning models from NVIDIA AI. Nemotron 3 Ultra ships a 1m-token context window, while Nemotron Mini Hindi 4B Instruct ships a 4k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing.

Nemotron 3 Ultra fits 250x more tokens; pick it for long-context work and Nemotron Mini Hindi 4B Instruct for tighter calls.

Decision scorecard

Local evidence first
SignalNemotron 3 UltraNemotron Mini Hindi 4B Instruct
Best forreasoning-heavy apps and long-context analysisgeneral production evaluation
Decision fitLong contextGeneral
Context window1m4k
Cheapest output--
Provider routes0 tracked1 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose Nemotron 3 Ultra when...
  • Nemotron 3 Ultra has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Nemotron 3 Ultra uniquely exposes Reasoning in local model data.
  • Local decision data tags Nemotron 3 Ultra for Long context.
Choose Nemotron Mini Hindi 4B Instruct when...
  • Nemotron Mini Hindi 4B Instruct has broader tracked provider coverage for fallback and procurement flexibility.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Nemotron 3 Ultra

Unavailable

No complete token price in local provider data

Nemotron Mini Hindi 4B Instruct

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Nemotron 3 Ultra -> Nemotron Mini Hindi 4B Instruct
  • No overlapping tracked provider route is sourced for Nemotron 3 Ultra and Nemotron Mini Hindi 4B Instruct; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Reasoning before moving production traffic.
Nemotron Mini Hindi 4B Instruct -> Nemotron 3 Ultra
  • No overlapping tracked provider route is sourced for Nemotron Mini Hindi 4B Instruct and Nemotron 3 Ultra; plan for SDK, billing, or endpoint changes.
  • Nemotron 3 Ultra adds Reasoning in local capability data.

Specs

Specification
Released2026-06-042024-09-01
Context window1m4k
Parameters550B4B
Architecturemoedecoder only
LicenseNVIDIA Open ModelNVIDIA Open Model
OpennessOpen weightsOpen weights
Commercial useCommercial use allowedCommercial use allowed
Knowledge cutoff--

Pricing and availability

Pricing attributeNemotron 3 UltraNemotron Mini Hindi 4B Instruct
Input price--
Output price--
Providers-

Pricing not yet sourced for either model.

Capabilities

CapabilityNemotron 3 UltraNemotron Mini Hindi 4B Instruct
VisionNoNo
MultimodalNoNo
ReasoningYesNo
Function callingNoNo
Tool useNoNo
Structured outputsNoNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark rows are currently sourced for this pair.

Deep dive

The capability footprint differs most on reasoning mode: Nemotron 3 Ultra. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.

Pricing coverage is uneven: Nemotron 3 Ultra has no token price sourced yet and Nemotron Mini Hindi 4B Instruct has no token price sourced yet. Provider availability is 0 tracked routes versus 1. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.

Choose Nemotron 3 Ultra when reasoning depth and larger context windows are central to the workload. Choose Nemotron Mini Hindi 4B Instruct when provider fit and broader provider choice are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency. For teams standardizing a stack, that distinction is often the difference between a benchmark win and a reliable deployment.

FAQ

Which has a larger context window, Nemotron 3 Ultra or Nemotron Mini Hindi 4B Instruct?

Nemotron 3 Ultra supports 1m tokens, while Nemotron Mini Hindi 4B Instruct supports 4k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.

Is Nemotron 3 Ultra or Nemotron Mini Hindi 4B Instruct open source?

Nemotron 3 Ultra is listed under NVIDIA Open Model. Nemotron Mini Hindi 4B Instruct is listed under NVIDIA Open Model. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

Which is better for reasoning mode, Nemotron 3 Ultra or Nemotron Mini Hindi 4B Instruct?

Nemotron 3 Ultra has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Where can I run Nemotron 3 Ultra and Nemotron Mini Hindi 4B Instruct?

Nemotron 3 Ultra is available on the tracked providers still being sourced. Nemotron Mini Hindi 4B Instruct is available on NVIDIA NIM. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

When should I pick Nemotron 3 Ultra over Nemotron Mini Hindi 4B Instruct?

Nemotron 3 Ultra fits 250x more tokens; pick it for long-context work and Nemotron Mini Hindi 4B Instruct for tighter calls. If your workload also depends on reasoning depth, start with Nemotron 3 Ultra; if it depends on provider fit, run the same evaluation with Nemotron Mini Hindi 4B Instruct.

Continue comparing

Last reviewed: 2026-06-09. Data sourced from public model cards and provider documentation.