Cohere: North Mini Code (free) vs Z.ai: GLM 4.7: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Cohere: North Mini Code (free) (cohere/north-mini-code:free) vs Z.ai: GLM 4.7 (z-ai/glm-4.7). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Cohere: North Mini Code (free) (cohere/north-mini-code:free) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Cohere: North Mini Code (free): Activate ephemeral prefix caching to slash input costs by 50% (down to $0/1M) or route via asynchronous Batch API for 50% off standard token rates.
Z.ai: GLM 4.7 (z-ai/glm-4.7) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Z.ai: GLM 4.7: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.3/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Cohere: North Mini Code (free) (API ID: cohere/north-mini-code:free) vs Z.ai: GLM 4.7 (API ID: z-ai/glm-4.7), Cohere: North Mini Code (free) offers lower standard input pricing at $0/1M tokens ($0/1M output), while Cohere: North Mini Code (free) leads in cached prefix economics at $0/1M tokens (50% discount). Cohere: North Mini Code (free) 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 | Cohere: North Mini Code (free) | Z.ai: GLM 4.7 | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | cohere/north-mini-code:free | z-ai/glm-4.7 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0 / $0 | $0.6 / $2.2 | Cohere: North Mini Code (free) |
| Cache Read Price (per 1M) | $0/1M (50% Off) | $0.3/1M (50% Off) | Cohere: North Mini Code (free) |
| Context Window / Max Output | 250K In / 63K Out | 200K In / 128K Out | Z.ai: GLM 4.7 |
| P90 First-Token / Edge Latency | 280ms | 280ms | Cohere: North Mini Code (free) (-0ms) |
North Mini Code is Cohere's first agentic coding model and the debut of its North family. A sparse mixture-of-experts model with 30B total parameters and 3B active, it is optimized
GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates sign
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 Cohere: North Mini Code (free) to Z.ai: GLM 4.7
GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates sign Verified P90 latency of 280ms.