OpenAI: o1-pro vs AionLabs: Aion-3.0: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing OpenAI: o1-pro (openai/o1-pro) vs AionLabs: Aion-3.0 (aion-labs/aion-3.0). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
OpenAI: o1-pro (openai/o1-pro) 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).
AionLabs: Aion-3.0 (aion-labs/aion-3.0) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for AionLabs: Aion-3.0: Activate ephemeral prefix caching to slash input costs by 50% (down to $1.5/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing OpenAI: o1-pro (API ID: openai/o1-pro) vs AionLabs: Aion-3.0 (API ID: aion-labs/aion-3.0), AionLabs: Aion-3.0 offers lower standard input pricing at $3/1M tokens ($6/1M output), while AionLabs: Aion-3.0 leads in cached prefix economics at $1.5/1M tokens (50% discount). OpenAI: o1-pro 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 | OpenAI: o1-pro | AionLabs: Aion-3.0 | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | openai/o1-pro | aion-labs/aion-3.0 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $150 / $600 | $3 / $6 | AionLabs: Aion-3.0 |
| Cache Read Price (per 1M) | $75/1M (50% Off) | $1.5/1M (50% Off) | AionLabs: Aion-3.0 |
| Context Window / Max Output | 195K In / 98K Out | 128K In / 32K Out | OpenAI: o1-pro |
| P90 First-Token / Edge Latency | 280ms | 280ms | OpenAI: o1-pro (-0ms) |
The o1 series of models are trained with reinforcement learning to think before they answer and perform complex reasoning. The o1-pro model uses more compute to think harder and pr
Aion-3.0 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple special
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 OpenAI: o1-pro to AionLabs: Aion-3.0
Aion-3.0 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple special Verified P90 latency of 280ms.