Amazon: Nova Premier 1.0 vs Google: Gemini 3.1 Flash Lite Preview: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Amazon: Nova Premier 1.0 (amazon/nova-premier-v1) vs Google: Gemini 3.1 Flash Lite Preview (google/gemini-3.1-flash-lite-preview). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Amazon: Nova Premier 1.0 (amazon/nova-premier-v1) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Amazon: Nova Premier 1.0: Activate ephemeral prefix caching to slash input costs by 50% (down to $1.25/1M) or route via asynchronous Batch API for 50% off standard token rates.
Google: Gemini 3.1 Flash Lite Preview (google/gemini-3.1-flash-lite-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 Amazon: Nova Premier 1.0 (API ID: amazon/nova-premier-v1) vs Google: Gemini 3.1 Flash Lite Preview (API ID: google/gemini-3.1-flash-lite-preview), Google: Gemini 3.1 Flash Lite Preview offers lower standard input pricing at $0.25/1M tokens ($1.5/1M output), while Google: Gemini 3.1 Flash Lite Preview leads in cached prefix economics at $0.125/1M tokens (50% discount). Amazon: Nova Premier 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 Premier 1.0 | Google: Gemini 3.1 Flash Lite Preview | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | amazon/nova-premier-v1 | google/gemini-3.1-flash-lite-preview | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $2.5 / $12.5 | $0.25 / $1.5 | Google: Gemini 3.1 Flash Lite Preview |
| Cache Read Price (per 1M) | $1.25/1M (50% Off) | $0.125/1M (50% Off) | Google: Gemini 3.1 Flash Lite Preview |
| Context Window / Max Output | 977K In / 31K Out | 1024K In / 64K Out | Google: Gemini 3.1 Flash Lite Preview |
| P90 First-Token / Edge Latency | 280ms | 280ms | Amazon: Nova Premier 1.0 (-0ms) |
Amazon Nova Premier is the most capable of Amazon’s multimodal models for complex reasoning tasks and for use as the best teacher for distilling custom models.
Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2
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 Premier 1.0 to Google: Gemini 3.1 Flash Lite Preview
Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2 Verified P90 latency of 280ms.