Amazon: Nova Micro 1.0 vs inclusionAI: Ling 3.1 Flash: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Amazon: Nova Micro 1.0 (amazon/nova-micro-v1) vs inclusionAI: Ling 3.1 Flash (inclusionai/ling-3.1-flash). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Amazon: Nova Micro 1.0 (amazon/nova-micro-v1) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Amazon: Nova Micro 1.0: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.0175/1M) or route via asynchronous Batch API for 50% off standard token rates.
inclusionAI: Ling 3.1 Flash (inclusionai/ling-3.1-flash) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for inclusionAI: Ling 3.1 Flash: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.0375/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Amazon: Nova Micro 1.0 (API ID: amazon/nova-micro-v1) vs inclusionAI: Ling 3.1 Flash (API ID: inclusionai/ling-3.1-flash), Amazon: Nova Micro 1.0 offers lower standard input pricing at $0.035/1M tokens ($0.14/1M output), while Amazon: Nova Micro 1.0 leads in cached prefix economics at $0.0175/1M tokens (50% discount). Amazon: Nova Micro 1.0 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 | Amazon: Nova Micro 1.0 | inclusionAI: Ling 3.1 Flash | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | amazon/nova-micro-v1 | inclusionai/ling-3.1-flash | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.035 / $0.14 | $0.075 / $0.225 | Amazon: Nova Micro 1.0 |
| Cache Read Price (per 1M) | $0.0175/1M (50% Off) | $0.0375/1M (50% Off) | Amazon: Nova Micro 1.0 |
| Context Window / Max Output | 125K In / 5K Out | 256K In / 230K Out | inclusionAI: Ling 3.1 Flash |
| P90 First-Token / Edge Latency | 280ms | 280ms | Amazon: Nova Micro 1.0 (-0ms) |
Amazon Nova Micro 1.0 is a text-only model that delivers the lowest latency responses in the Amazon Nova family of models at a very low cost. With a context length...
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
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 Amazon: Nova Micro 1.0 to inclusionAI: Ling 3.1 Flash
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total. Verified P90 latency of 280ms.