NVIDIA: Nemotron 3 Nano 30B A3B vs Google: Gemini 3.1 Pro Preview: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing NVIDIA: Nemotron 3 Nano 30B A3B (nvidia/nemotron-3-nano-30b-a3b) 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 30B A3B (nvidia/nemotron-3-nano-30b-a3b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for NVIDIA: Nemotron 3 Nano 30B A3B: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.03/1M) 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 30B A3B (API ID: nvidia/nemotron-3-nano-30b-a3b) vs Google: Gemini 3.1 Pro Preview (API ID: google/gemini-3.1-pro-preview), NVIDIA: Nemotron 3 Nano 30B A3B offers lower standard input pricing at $0.06/1M tokens ($0.24/1M output), while NVIDIA: Nemotron 3 Nano 30B A3B leads in cached prefix economics at $0.03/1M tokens (50% discount). NVIDIA: Nemotron 3 Nano 30B A3B 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 30B A3B | Google: Gemini 3.1 Pro Preview | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | nvidia/nemotron-3-nano-30b-a3b | google/gemini-3.1-pro-preview | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.06 / $0.24 | $2 / $12 | NVIDIA: Nemotron 3 Nano 30B A3B |
| Cache Read Price (per 1M) | $0.03/1M (50% Off) | $1/1M (50% Off) | NVIDIA: Nemotron 3 Nano 30B A3B |
| Context Window / Max Output | 256K In / 230K Out | 1024K In / 64K Out | NVIDIA: Nemotron 3 Nano 30B A3B |
| P90 First-Token / Edge Latency | 280ms | 280ms | NVIDIA: Nemotron 3 Nano 30B A3B (-0ms) |
NVIDIA Nemotron 3 Nano 30B A3B is a small language MoE model with highest compute efficiency and accuracy for developers to build specialized agentic AI systems. The model is fully
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 30B A3B 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.