DeepSeek: DeepSeek Flash Latest vs Cohere: Command R7B (12-2024): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing DeepSeek: DeepSeek Flash Latest (~deepseek/deepseek-flash-latest) vs Cohere: Command R7B (12-2024) (cohere/command-r7b-12-2024). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
DeepSeek: DeepSeek Flash Latest (~deepseek/deepseek-flash-latest) — Automatic Disk KV Cache ($0.0119/1M) & 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.
Cohere: Command R7B (12-2024) (cohere/command-r7b-12-2024) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Cohere: Command R7B (12-2024): Activate ephemeral prefix caching to slash input costs by 50% (down to $0.0187/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing DeepSeek: DeepSeek Flash Latest (API ID: ~deepseek/deepseek-flash-latest) vs Cohere: Command R7B (12-2024) (API ID: cohere/command-r7b-12-2024), DeepSeek: DeepSeek Flash Latest offers lower standard input pricing at $0.0238/1M tokens ($0.72/1M output), while DeepSeek: DeepSeek Flash Latest leads in cached prefix economics at $0.0119/1M tokens (50% discount). DeepSeek: DeepSeek Flash Latest 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 Flash Latest | Cohere: Command R7B (12-2024) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | ~deepseek/deepseek-flash-latest | cohere/command-r7b-12-2024 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.0238 / $0.72 | $0.0375 / $0.15 | DeepSeek: DeepSeek Flash Latest |
| Cache Read Price (per 1M) | $0.0119/1M (50% Off) | $0.0187/1M (50% Off) | DeepSeek: DeepSeek Flash Latest |
| Context Window / Max Output | 1024K In / 922K Out | 125K In / 4K Out | DeepSeek: DeepSeek Flash Latest |
| P90 First-Token / Edge Latency | 280ms | 280ms | DeepSeek: DeepSeek Flash Latest (-0ms) |
This model always redirects to the latest model in the DeepSeek Flash family.
Command R7B (12-2024) is a small, fast update of the Command R+ model, delivered in December 2024. It excels at RAG, tool use, agents, and similar tasks requiring complex reasoning
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 Flash Latest to Cohere: Command R7B (12-2024)
Command R7B (12-2024) is a small, fast update of the Command R+ model, delivered in December 2024. It excels at RAG, tool use, agents, and similar tasks requiring complex reasoning Verified P90 latency of 280ms.