Qwen: Qwen3.8 Max Prime vs MoonshotAI: Kimi K2.7 Code: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Qwen: Qwen3.8 Max Prime (qwen/qwen3.8-max-prime) vs MoonshotAI: Kimi K2.7 Code (moonshotai/kimi-k2.7-code). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Qwen: Qwen3.8 Max Prime (qwen/qwen3.8-max-prime) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Qwen: Qwen3.8 Max Prime: Activate ephemeral prefix caching to slash input costs by 50% (down to $2/1M) or route via asynchronous Batch API for 50% off standard token rates.
MoonshotAI: Kimi K2.7 Code (moonshotai/kimi-k2.7-code) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for MoonshotAI: Kimi K2.7 Code: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.3356/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Qwen: Qwen3.8 Max Prime (API ID: qwen/qwen3.8-max-prime) vs MoonshotAI: Kimi K2.7 Code (API ID: moonshotai/kimi-k2.7-code), MoonshotAI: Kimi K2.7 Code offers lower standard input pricing at $0.6712/1M tokens ($3.35/1M output), while MoonshotAI: Kimi K2.7 Code leads in cached prefix economics at $0.3356/1M tokens (50% discount). Qwen: Qwen3.8 Max Prime 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: Qwen3.8 Max Prime | MoonshotAI: Kimi K2.7 Code | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | qwen/qwen3.8-max-prime | moonshotai/kimi-k2.7-code | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $4 / $12 | $0.6712 / $3.35 | MoonshotAI: Kimi K2.7 Code |
| Cache Read Price (per 1M) | $2/1M (50% Off) | $0.3356/1M (50% Off) | MoonshotAI: Kimi K2.7 Code |
| Context Window / Max Output | 977K In / 128K Out | 256K In / 230K Out | MoonshotAI: Kimi K2.7 Code |
| P90 First-Token / Edge Latency | 280ms | 280ms | Qwen: Qwen3.8 Max Prime (-0ms) |
Qwen3.8 Max Prime is a higher-throughput variant of Qwen3.8 Max from Alibaba's Qwen team, served as a separate SKU at a higher price point. It accepts text, image, and video...
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native m
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: Qwen3.8 Max Prime to MoonshotAI: Kimi K2.7 Code
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native m Verified P90 latency of 280ms.