NVIDIA: Nemotron 3 Nano Omni (free) vs Google: Gemini 3.1 Pro Preview: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing NVIDIA: Nemotron 3 Nano Omni (free) (nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free) vs Google: Gemini 3.1 Pro Preview (google/gemini-3.1-pro-preview). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
NVIDIA: Nemotron 3 Nano Omni (free) (nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for NVIDIA: Nemotron 3 Nano Omni (free): Activate ephemeral prefix caching to slash input costs by 50% (down to $0/1M) or route via asynchronous Batch API for 50% off standard token rates.
Google: Gemini 3.1 Pro Preview (google/gemini-3.1-pro-preview) — Google AI Startup Credits ($350K) & 50% Cache Promo
Google DeepMind is currently subsidizing Gemini 4 Argon at 50% off standard rates ($2.00/1M input & $10.00/1M output instead of $4/$20) until November 30, 2026, alongside 95% off Context Caching ($0.10/1M) and up to $350,000 in Google for Startups Cloud/Vertex AI credits.
In Etuki October 2026 FinOps telemetry comparing NVIDIA: Nemotron 3 Nano Omni (free) (API ID: nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free) vs Google: Gemini 3.1 Pro Preview (API ID: google/gemini-3.1-pro-preview), NVIDIA: Nemotron 3 Nano Omni (free) offers lower standard input pricing at $0/1M tokens ($0/1M output), while NVIDIA: Nemotron 3 Nano Omni (free) leads in cached prefix economics at $0/1M tokens (50% discount). NVIDIA: Nemotron 3 Nano Omni (free) achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).
Auto-discovered via live global telemetry registry.
Auto-discovered via live global telemetry registry.
| Specification / FinOps Dimension | NVIDIA: Nemotron 3 Nano Omni (free) | Google: Gemini 3.1 Pro Preview | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free | google/gemini-3.1-pro-preview | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0 / $0 | $2 / $12 | NVIDIA: Nemotron 3 Nano Omni (free) |
| Cache Read Price (per 1M) | $0/1M (50% Off) | $1/1M (50% Off) | NVIDIA: Nemotron 3 Nano Omni (free) |
| Context Window / Max Output | 250K In / 64K Out | 1024K In / 64K Out | NVIDIA: Nemotron 3 Nano Omni (free) |
| P90 First-Token / Edge Latency | 280ms | 280ms | NVIDIA: Nemotron 3 Nano Omni (free) (-0ms) |
NVIDIA: Nemotron 3 Nano Omni (free)
API ID: nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free • Live RegistryNVIDIA Nemotron™ 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, vide
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage acro
Real-Time Stack Cost & Hidden-Fee Simulator (MAU / Token / Egress / GMV)
Calibrated with Reddit r/FinOps & r/devops telemetry: Includes Context Caching, Bandwidth Egress, and MoR Tax
🛰️Switch from NVIDIA: Nemotron 3 Nano Omni (free) to Google: Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage acro Verified P90 latency of 280ms.