Amazon: Nova 2 Lite vs OpenAI: GPT-6 Astra (batch): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Amazon: Nova 2 Lite (amazon/nova-2-lite-v1) vs OpenAI: GPT-6 Astra (batch) (openai/gpt-6-astra:batch). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Amazon: Nova 2 Lite (amazon/nova-2-lite-v1) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Amazon: Nova 2 Lite: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.15/1M) or route via asynchronous Batch API for 50% off standard token rates.
OpenAI: GPT-6 Astra (batch) (openai/gpt-6-astra: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 Amazon: Nova 2 Lite (API ID: amazon/nova-2-lite-v1) vs OpenAI: GPT-6 Astra (batch) (API ID: openai/gpt-6-astra:batch), Amazon: Nova 2 Lite offers lower standard input pricing at $0.3/1M tokens ($2.5/1M output), while Amazon: Nova 2 Lite leads in cached prefix economics at $0.15/1M tokens (50% discount). Amazon: Nova 2 Lite 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 2 Lite | OpenAI: GPT-6 Astra (batch) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | amazon/nova-2-lite-v1 | openai/gpt-6-astra:batch | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.3 / $2.5 | $5 / $25 | Amazon: Nova 2 Lite |
| Cache Read Price (per 1M) | $0.15/1M (50% Off) | $2.5/1M (50% Off) | Amazon: Nova 2 Lite |
| Context Window / Max Output | 977K In / 64K Out | 1025K In / 125K Out | OpenAI: GPT-6 Astra (batch) |
| P90 First-Token / Edge Latency | 280ms | 280ms | Amazon: Nova 2 Lite (-0ms) |
Nova 2 Lite is a fast, cost-effective reasoning model for everyday workloads that can process text, images, and videos to generate text. Nova 2 Lite demonstrates standout capabilit
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creatio
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 2 Lite to OpenAI: GPT-6 Astra (batch)
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creatio Verified P90 latency of 280ms.