DeepSeek Deepseek R1 Zero vs Cohere Command A Reasoning: Live Promos, Pricing, Hidden Fees & Latency
DeepSeek Deepseek R1 Zero (deepseek/deepseek-r1-zero) — Automatic Disk KV Cache (0.05/1M) & Off-Peak Promo
DeepSeek-V4 Pro (1.6T MoE) automatically caches repeated 64-token prompt prefixes on NVMe storage at $0.022/1M off-peak input tokens (vs $0.66 off-peak base) with zero code changes required, plus off-peak UTC scheduling discounts.
Cohere Command A Reasoning (command-a-reasoning-08-2026) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Cohere Command A Reasoning: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.25/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing DeepSeek Deepseek R1 Zero (API ID: deepseek/deepseek-r1-zero) vs Cohere Command A Reasoning (API ID: command-a-reasoning-08-2026), DeepSeek Deepseek R1 Zero offers lower standard input pricing at $0.5/1M tokens ($2/1M output), while DeepSeek Deepseek R1 Zero leads in cached prefix economics at $0.05/1M tokens (90% discount). DeepSeek Deepseek R1 Zero achieves a 45ms faster P90 time-to-first-token latency (195ms vs 240ms).
Gateway-synced rate ($0.5/$2 per 1M, flat 128K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Enable Prompt Context Caching & Batch API to reduce repeated system prompt input token burn by 50%-97.5%.
| Specification / FinOps Dimension | DeepSeek Deepseek R1 Zero | Cohere Command A Reasoning | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | deepseek/deepseek-r1-zero | command-a-reasoning-08-2026 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.5 / $2 | $2.5 / $10 | DeepSeek Deepseek R1 Zero |
| Cache Read Price (per 1M) | $0.05/1M (90% Off) | $0.25/1M (90% Off) | DeepSeek Deepseek R1 Zero |
| Context Window / Max Output | 128K In / 64K Out | 256K In / 128K Out | Cohere Command A Reasoning |
| P90 First-Token / Edge Latency | 195ms | 240ms | DeepSeek Deepseek R1 Zero (-45ms) |
DeepSeek Deepseek R1 Zero (deepseek/deepseek-r1-zero): OpenRouter gateway-synced model at $0.5/1M input, $2/1M output, $0.05/1M cached input (128K context window).
Cohere enterprise RAG & agentic reasoning model ($2.50/$10.00 per 1M, $0.25 cache read [90% off], 256K context window).
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 R1 Zero to Cohere Command A Reasoning
Cohere enterprise RAG & agentic reasoning model ($2.50/$10.00 per 1M, $0.25 cache read [90% off], 256K context window). Verified P90 latency of 240ms.