Nemotron 3 Super-120B-A12B vs T5Gemma
Nemotron 3 Super-120B-A12B (2026) and T5Gemma (2024) are general-purpose language models from NVIDIA AI and Google DeepMind. Nemotron 3 Super-120B-A12B ships a 1.05m-token context window, while T5Gemma ships a not-yet-sourced 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 Super-120B-A12B is safer overall; choose T5Gemma when provider fit matters.
Decision scorecard
Local evidence first| Signal | Nemotron 3 Super-120B-A12B | T5Gemma |
|---|---|---|
| Best for | long-context analysis and provider-routed production | tool-calling agents |
| Decision fit | RAG, Long context, and Classification | Agents, Classification, and JSON / Tool use |
| Context window | 1.05m | — |
| Cheapest output | $0.45/1M tokens | - |
| Provider routes | 6 tracked | 1 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Nemotron 3 Super-120B-A12B has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Nemotron 3 Super-120B-A12B has broader tracked provider coverage for fallback and procurement flexibility.
- Local decision data tags Nemotron 3 Super-120B-A12B for RAG, Long context, and Classification.
- T5Gemma uniquely exposes Function calling and Tool use in local model data.
- Local decision data tags T5Gemma for Agents, Classification, and JSON / Tool use.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Nemotron 3 Super-120B-A12B
$185
Cheapest tracked route/tier: OpenRouter
T5Gemma
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Nemotron 3 Super-120B-A12B and T5Gemma; plan for SDK, billing, or endpoint changes.
- T5Gemma adds Function calling and Tool use in local capability data.
- No overlapping tracked provider route is sourced for T5Gemma and Nemotron 3 Super-120B-A12B; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Function calling and Tool use before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-03-11 | 2024-04-01 |
| Context window | 1.05m | — |
| Parameters | 120B | 2B |
| Architecture | decoder only | decoder only |
| License | NVIDIA Open Model | Proprietary |
| Knowledge cutoff | - | 2024-08 |
Pricing and availability
| Pricing attribute | Nemotron 3 Super-120B-A12B | T5Gemma |
|---|---|---|
| Input price | $0.09/1M tokens | - |
| Output price | $0.45/1M tokens | - |
| Providers |
Capabilities
| Capability | Nemotron 3 Super-120B-A12B | T5Gemma |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | No |
| Function calling | No | Yes |
| Tool use | No | Yes |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on function calling: T5Gemma and tool use: T5Gemma. Both models share structured outputs, 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 Super-120B-A12B has $0.09/1M input tokens and T5Gemma has no token price sourced yet. Provider availability is 6 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 Super-120B-A12B when provider fit and broader provider choice are central to the workload. Choose T5Gemma when provider fit 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
Is Nemotron 3 Super-120B-A12B or T5Gemma open source?
Nemotron 3 Super-120B-A12B is listed under NVIDIA Open Model. T5Gemma is listed under Proprietary. 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 function calling, Nemotron 3 Super-120B-A12B or T5Gemma?
T5Gemma has the clearer documented function calling signal in this comparison. If function calling is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for tool use, Nemotron 3 Super-120B-A12B or T5Gemma?
T5Gemma has the clearer documented tool use signal in this comparison. If tool use is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for structured outputs, Nemotron 3 Super-120B-A12B or T5Gemma?
Both Nemotron 3 Super-120B-A12B and T5Gemma expose structured outputs. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Where can I run Nemotron 3 Super-120B-A12B and T5Gemma?
Nemotron 3 Super-120B-A12B is available on Cloudflare Workers AI, DeepInfra, NVIDIA NIM, OpenRouter, and Fireworks AI. T5Gemma is available on GCP Vertex AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Nemotron 3 Super-120B-A12B over T5Gemma?
Nemotron 3 Super-120B-A12B is safer overall; choose T5Gemma when provider fit matters. If your workload also depends on provider fit, start with Nemotron 3 Super-120B-A12B; if it depends on provider fit, run the same evaluation with T5Gemma.
Continue comparing
Last reviewed: 2026-06-01. Data sourced from public model cards and provider documentation.