LLM Reference

Gemini 2.5 Pro Preview 06-05 vs Nemotron 3 Super-120B-A12B

Gemini 2.5 Pro Preview 06-05 (2025) and Nemotron 3 Super-120B-A12B (2026) are general-purpose language models from Google DeepMind and NVIDIA AI. Gemini 2.5 Pro Preview 06-05 ships a 1m-token context window, while Nemotron 3 Super-120B-A12B ships a 1.05m-token context window. On pricing, Nemotron 3 Super-120B-A12B costs $0.09/1M input tokens versus $1.25/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

Nemotron 3 Super-120B-A12B is ~1289% cheaper at $0.09/1M; pay for Gemini 2.5 Pro Preview 06-05 only for coding workflow support.

Decision scorecard

Local evidence first
SignalGemini 2.5 Pro Preview 06-05Nemotron 3 Super-120B-A12B
Best formultimodal apps and long-context analysislong-context analysis and provider-routed production
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m1.05m
Cheapest output$10/1M tokens$0.45/1M tokens
Provider routes1 tracked6 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Gemini 2.5 Pro Preview 06-05 when...
  • Gemini 2.5 Pro Preview 06-05 uniquely exposes Vision, Multimodal, and Code execution in local model data.
  • Local decision data tags Gemini 2.5 Pro Preview 06-05 for Coding, RAG, and Agents.
Choose Nemotron 3 Super-120B-A12B when...
  • Nemotron 3 Super-120B-A12B has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Nemotron 3 Super-120B-A12B has the lower cheapest tracked output price at $0.45/1M tokens.
  • 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 Coding, RAG, and Agents.

Monthly cost at traffic

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

Lower estimate Nemotron 3 Super-120B-A12B

Gemini 2.5 Pro Preview 06-05

$3,500

Cheapest tracked route/tier: OpenRouter

Nemotron 3 Super-120B-A12B

$185

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $3,316. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Gemini 2.5 Pro Preview 06-05 -> Nemotron 3 Super-120B-A12B
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Nemotron 3 Super-120B-A12B is $9.55/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Vision, Multimodal, and Code execution before moving production traffic.
Nemotron 3 Super-120B-A12B -> Gemini 2.5 Pro Preview 06-05
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Gemini 2.5 Pro Preview 06-05 is $9.55/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Gemini 2.5 Pro Preview 06-05 adds Vision, Multimodal, and Code execution in local capability data.

Specs

Specification
Released2025-03-252026-03-11
Context window1m1.05m
Parameters120B
ArchitectureDecoder OnlyDecoder Only
LicenseProprietaryNVIDIA Open Model
OpennessProprietaryOpen weights
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff--

Pricing and availability

Pricing attributeGemini 2.5 Pro Preview 06-05Nemotron 3 Super-120B-A12B
Input price$1.25/1M tokens$0.09/1M tokens
Output price$10/1M tokens$0.45/1M tokens
Providers

Capabilities

CapabilityGemini 2.5 Pro Preview 06-05Nemotron 3 Super-120B-A12B
VisionYesNo
MultimodalYesNo
ReasoningNoNo
Function callingNoNo
Tool useNoNo
Structured outputsYesYes
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

Deep dive

The capability footprint differs most on vision: Gemini 2.5 Pro Preview 06-05, multimodal input: Gemini 2.5 Pro Preview 06-05, and code execution: Gemini 2.5 Pro Preview 06-05. 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.

For cost, Gemini 2.5 Pro Preview 06-05 lists $1.25/1M input and $10/1M output tokens on the cheapest tracked provider, while Nemotron 3 Super-120B-A12B lists $0.09/1M input and $0.45/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Nemotron 3 Super-120B-A12B lower by about $3.68 per million blended tokens. Availability is 1 providers versus 6, so concentration risk also matters.

Choose Gemini 2.5 Pro Preview 06-05 when coding workflow support are central to the workload. Choose Nemotron 3 Super-120B-A12B when long-context analysis, larger context windows, and lower input-token cost 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.

FAQ

Which has a larger context window, Gemini 2.5 Pro Preview 06-05 or Nemotron 3 Super-120B-A12B?

Nemotron 3 Super-120B-A12B supports 1.05m tokens, while Gemini 2.5 Pro Preview 06-05 supports 1m tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.

Which is cheaper, Gemini 2.5 Pro Preview 06-05 or Nemotron 3 Super-120B-A12B?

Nemotron 3 Super-120B-A12B is cheaper on tracked token pricing. Gemini 2.5 Pro Preview 06-05 costs $1.25/1M input and $10/1M output tokens. Nemotron 3 Super-120B-A12B costs $0.09/1M input and $0.45/1M output tokens. Provider discounts or batch pricing can still change the final bill.

Is Gemini 2.5 Pro Preview 06-05 or Nemotron 3 Super-120B-A12B open source?

Gemini 2.5 Pro Preview 06-05 is listed under Proprietary. Nemotron 3 Super-120B-A12B 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 vision, Gemini 2.5 Pro Preview 06-05 or Nemotron 3 Super-120B-A12B?

Gemini 2.5 Pro Preview 06-05 has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Which is better for multimodal input, Gemini 2.5 Pro Preview 06-05 or Nemotron 3 Super-120B-A12B?

Gemini 2.5 Pro Preview 06-05 has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Where can I run Gemini 2.5 Pro Preview 06-05 and Nemotron 3 Super-120B-A12B?

Gemini 2.5 Pro Preview 06-05 is available on OpenRouter. Nemotron 3 Super-120B-A12B is available on Cloudflare Workers AI, DeepInfra, NVIDIA NIM, OpenRouter, and Fireworks AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

Continue comparing

Last reviewed: 2026-06-15. Data sourced from public model cards and provider documentation.