NVIDIA: Nemotron 3 Super (free) vs OpenAI: GPT-5.4 Pro (batch): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing NVIDIA: Nemotron 3 Super (free) (nvidia/nemotron-3-super-120b-a12b:free) vs OpenAI: GPT-5.4 Pro (batch) (openai/gpt-5.4-pro:batch). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
NVIDIA: Nemotron 3 Super (free) (nvidia/nemotron-3-super-120b-a12b:free) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for NVIDIA: Nemotron 3 Super (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.
OpenAI: GPT-5.4 Pro (batch) (openai/gpt-5.4-pro:batch) Startup Credits & Batch API 50% Off Promo
OpenAI GPT-6.1 Sol ($2/$10 base rate) qualifies for immediate 75% automatic prefix caching ($0.50/1M), 50% off 24-hour Batch API completions ($1/$5), and up to $150,000 in OpenAI/Azure Foundry credits via Microsoft for Startups Founders Hub (no VC funding required for initial tiers).
In Etuki October 2026 FinOps telemetry comparing NVIDIA: Nemotron 3 Super (free) (API ID: nvidia/nemotron-3-super-120b-a12b:free) vs OpenAI: GPT-5.4 Pro (batch) (API ID: openai/gpt-5.4-pro:batch), NVIDIA: Nemotron 3 Super (free) offers lower standard input pricing at $0/1M tokens ($0/1M output), while NVIDIA: Nemotron 3 Super (free) leads in cached prefix economics at $0/1M tokens (50% discount). NVIDIA: Nemotron 3 Super (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 Super (free) | OpenAI: GPT-5.4 Pro (batch) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | nvidia/nemotron-3-super-120b-a12b:free | openai/gpt-5.4-pro:batch | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0 / $0 | $15 / $90 | NVIDIA: Nemotron 3 Super (free) |
| Cache Read Price (per 1M) | $0/1M (50% Off) | $7.5/1M (50% Off) | NVIDIA: Nemotron 3 Super (free) |
| Context Window / Max Output | 256K In / 230K Out | 1025K In / 125K Out | NVIDIA: Nemotron 3 Super (free) |
| P90 First-Token / Edge Latency | 280ms | 280ms | NVIDIA: Nemotron 3 Super (free) (-0ms) |
NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. B
GPT-5.4 Pro is OpenAI's most advanced model, building on GPT-5.4's unified architecture with enhanced reasoning capabilities for complex, high-stakes tasks. It features a 1M+ token
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 Super (free) to OpenAI: GPT-5.4 Pro (batch)
GPT-5.4 Pro is OpenAI's most advanced model, building on GPT-5.4's unified architecture with enhanced reasoning capabilities for complex, high-stakes tasks. It features a 1M+ token Verified P90 latency of 280ms.