Qwen: Qwen3 30B A3B Instruct 2507 vs DeepSeek: DeepSeek Pro Latest: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Qwen: Qwen3 30B A3B Instruct 2507 (qwen/qwen3-30b-a3b-instruct-2507) vs DeepSeek: DeepSeek Pro Latest (~deepseek/deepseek-pro-latest). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Qwen: Qwen3 30B A3B Instruct 2507 (qwen/qwen3-30b-a3b-instruct-2507) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Qwen: Qwen3 30B A3B Instruct 2507: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.05/1M) or route via asynchronous Batch API for 50% off standard token rates.
DeepSeek: DeepSeek Pro Latest (~deepseek/deepseek-pro-latest) — Automatic Disk KV Cache ($0.0654/1M) & Off-Peak Promo
DeepSeek-V4 Pro (1.6T MoE) automatically caches repeated 64-token prompt prefixes on NVMe storage at $0.07/1M input tokens (50% off $0.14 base) with zero code changes required, plus off-peak UTC scheduling discounts.
In Etuki October 2026 FinOps telemetry comparing Qwen: Qwen3 30B A3B Instruct 2507 (API ID: qwen/qwen3-30b-a3b-instruct-2507) vs DeepSeek: DeepSeek Pro Latest (API ID: ~deepseek/deepseek-pro-latest), Qwen: Qwen3 30B A3B Instruct 2507 offers lower standard input pricing at $0.1/1M tokens ($0.3/1M output), while Qwen: Qwen3 30B A3B Instruct 2507 leads in cached prefix economics at $0.05/1M tokens (50% discount). Qwen: Qwen3 30B A3B Instruct 2507 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 | Qwen: Qwen3 30B A3B Instruct 2507 | DeepSeek: DeepSeek Pro Latest | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | qwen/qwen3-30b-a3b-instruct-2507 | ~deepseek/deepseek-pro-latest | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.1 / $0.3 | $0.1307 / $8 | Qwen: Qwen3 30B A3B Instruct 2507 |
| Cache Read Price (per 1M) | $0.05/1M (50% Off) | $0.0654/1M (50% Off) | Qwen: Qwen3 30B A3B Instruct 2507 |
| Context Window / Max Output | 256K In / 230K Out | 1024K In / 384K Out | DeepSeek: DeepSeek Pro Latest |
| P90 First-Token / Edge Latency | 280ms | 280ms | Qwen: Qwen3 30B A3B Instruct 2507 (-0ms) |
Qwen3-30B-A3B-Instruct-2507 is a 30.5B-parameter mixture-of-experts language model from Qwen, with 3.3B active parameters per inference. It operates in non-thinking mode and is des
This model always redirects to the latest model in the DeepSeek Pro family.
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 Qwen: Qwen3 30B A3B Instruct 2507 to DeepSeek: DeepSeek Pro Latest
This model always redirects to the latest model in the DeepSeek Pro family. Verified P90 latency of 280ms.