AionLabs: Aion-RP 1.0 (8B) vs Qwen: Qwen3 VL 30B A3B Instruct: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing AionLabs: Aion-RP 1.0 (8B) (aion-labs/aion-rp-llama-3.1-8b) vs Qwen: Qwen3 VL 30B A3B Instruct (qwen/qwen3-vl-30b-a3b-instruct). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
AionLabs: Aion-RP 1.0 (8B) (aion-labs/aion-rp-llama-3.1-8b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for AionLabs: Aion-RP 1.0 (8B): Activate ephemeral prefix caching to slash input costs by 50% (down to $0.4/1M) or route via asynchronous Batch API for 50% off standard token rates.
Qwen: Qwen3 VL 30B A3B Instruct (qwen/qwen3-vl-30b-a3b-instruct) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Qwen: Qwen3 VL 30B A3B Instruct: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.075/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing AionLabs: Aion-RP 1.0 (8B) (API ID: aion-labs/aion-rp-llama-3.1-8b) vs Qwen: Qwen3 VL 30B A3B Instruct (API ID: qwen/qwen3-vl-30b-a3b-instruct), Qwen: Qwen3 VL 30B A3B Instruct offers lower standard input pricing at $0.15/1M tokens ($0.6/1M output), while Qwen: Qwen3 VL 30B A3B Instruct leads in cached prefix economics at $0.075/1M tokens (50% discount). AionLabs: Aion-RP 1.0 (8B) 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 | AionLabs: Aion-RP 1.0 (8B) | Qwen: Qwen3 VL 30B A3B Instruct | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | aion-labs/aion-rp-llama-3.1-8b | qwen/qwen3-vl-30b-a3b-instruct | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.8 / $1.6 | $0.15 / $0.6 | Qwen: Qwen3 VL 30B A3B Instruct |
| Cache Read Price (per 1M) | $0.4/1M (50% Off) | $0.075/1M (50% Off) | Qwen: Qwen3 VL 30B A3B Instruct |
| Context Window / Max Output | 32K In / 29K Out | 256K In / 16K Out | AionLabs: Aion-RP 1.0 (8B) |
| P90 First-Token / Edge Latency | 280ms | 280ms | AionLabs: Aion-RP 1.0 (8B) (-0ms) |
Aion-RP-Llama-3.1-8B ranks the highest in the character evaluation portion of the RPBench-Auto benchmark, a roleplaying-specific variant of Arena-Hard-Auto, where LLMs evaluate eac
Qwen3-VL-30B-A3B-Instruct is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Instruct variant optimizes instruction-foll
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 AionLabs: Aion-RP 1.0 (8B) to Qwen: Qwen3 VL 30B A3B Instruct
Qwen3-VL-30B-A3B-Instruct is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Instruct variant optimizes instruction-foll Verified P90 latency of 280ms.