Thinking Machines: Inkling vs NVIDIA: Nemotron 3 Nano Omni (free): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Thinking Machines: Inkling (thinkingmachines/inkling) vs NVIDIA: Nemotron 3 Nano Omni (free) (nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Thinking Machines: Inkling (thinkingmachines/inkling) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Thinking Machines: Inkling: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.5/1M) or route via asynchronous Batch API for 50% off standard token rates.
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.
In Etuki October 2026 FinOps telemetry comparing Thinking Machines: Inkling (API ID: thinkingmachines/inkling) vs NVIDIA: Nemotron 3 Nano Omni (free) (API ID: nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free), 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). Thinking Machines: Inkling 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 | Thinking Machines: Inkling | NVIDIA: Nemotron 3 Nano Omni (free) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | thinkingmachines/inkling | nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $1 / $4.05 | $0 / $0 | NVIDIA: Nemotron 3 Nano Omni (free) |
| Cache Read Price (per 1M) | $0.5/1M (50% Off) | $0/1M (50% Off) | NVIDIA: Nemotron 3 Nano Omni (free) |
| Context Window / Max Output | 512K In / 461K Out | 250K In / 64K Out | Thinking Machines: Inkling |
| P90 First-Token / Edge Latency | 280ms | 280ms | Thinking Machines: Inkling (-0ms) |
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning
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
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 Thinking Machines: Inkling to NVIDIA: Nemotron 3 Nano Omni (free)
NVIDIA 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 Verified P90 latency of 280ms.