DeepSeek: DeepSeek V3 0324 vs Qwen: Qwen3 Coder 30B A3B Instruct: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing DeepSeek: DeepSeek V3 0324 (deepseek/deepseek-chat-v3-0324) vs Qwen: Qwen3 Coder 30B A3B Instruct (qwen/qwen3-coder-30b-a3b-instruct). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
DeepSeek: DeepSeek V3 0324 (deepseek/deepseek-chat-v3-0324) — Automatic Disk KV Cache ($0.145/1M) & 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.
Qwen: Qwen3 Coder 30B A3B Instruct (qwen/qwen3-coder-30b-a3b-instruct) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Qwen: Qwen3 Coder 30B A3B Instruct: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.035/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing DeepSeek: DeepSeek V3 0324 (API ID: deepseek/deepseek-chat-v3-0324) vs Qwen: Qwen3 Coder 30B A3B Instruct (API ID: qwen/qwen3-coder-30b-a3b-instruct), Qwen: Qwen3 Coder 30B A3B Instruct offers lower standard input pricing at $0.07/1M tokens ($0.28/1M output), while Qwen: Qwen3 Coder 30B A3B Instruct leads in cached prefix economics at $0.035/1M tokens (50% discount). DeepSeek: DeepSeek V3 0324 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 | DeepSeek: DeepSeek V3 0324 | Qwen: Qwen3 Coder 30B A3B Instruct | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | deepseek/deepseek-chat-v3-0324 | qwen/qwen3-coder-30b-a3b-instruct | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.29 / $1.14 | $0.07 / $0.28 | Qwen: Qwen3 Coder 30B A3B Instruct |
| Cache Read Price (per 1M) | $0.145/1M (50% Off) | $0.035/1M (50% Off) | Qwen: Qwen3 Coder 30B A3B Instruct |
| Context Window / Max Output | 160K In / 113K Out | 256K In / 230K Out | Qwen: Qwen3 Coder 30B A3B Instruct |
| P90 First-Token / Edge Latency | 280ms | 280ms | DeepSeek: DeepSeek V3 0324 (-0ms) |
DeepSeek V3, a 685B-parameter, mixture-of-experts model, is the latest iteration of the flagship chat model family from the DeepSeek team. It succeeds the [DeepSeek V3](/deepseek/d
Qwen3-Coder-30B-A3B-Instruct is a 30.5B parameter Mixture-of-Experts (MoE) model with 128 experts (8 active per forward pass), designed for advanced code generation, repository-sca
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 DeepSeek: DeepSeek V3 0324 to Qwen: Qwen3 Coder 30B A3B Instruct
Qwen3-Coder-30B-A3B-Instruct is a 30.5B parameter Mixture-of-Experts (MoE) model with 128 experts (8 active per forward pass), designed for advanced code generation, repository-sca Verified P90 latency of 280ms.