Reflection: Beam 1.0 501B A23B vs Cohere: Command R7B (12-2024): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Reflection: Beam 1.0 501B A23B (reflection/beam-1.0-501b-a23b) vs Cohere: Command R7B (12-2024) (cohere/command-r7b-12-2024). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Reflection: Beam 1.0 501B A23B (reflection/beam-1.0-501b-a23b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Reflection: Beam 1.0 501B A23B: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.5/1M) or route via asynchronous Batch API for 50% off standard token rates.
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 Reflection: Beam 1.0 501B A23B (API ID: reflection/beam-1.0-501b-a23b) vs Cohere: Command R7B (12-2024) (API ID: cohere/command-r7b-12-2024), Cohere: Command R7B (12-2024) offers lower standard input pricing at $0.0375/1M tokens ($0.15/1M output), while Cohere: Command R7B (12-2024) leads in cached prefix economics at $0.0187/1M tokens (50% discount). Reflection: Beam 1.0 501B A23B 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 | Reflection: Beam 1.0 501B A23B | Cohere: Command R7B (12-2024) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | reflection/beam-1.0-501b-a23b | cohere/command-r7b-12-2024 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $1 / $3 | $0.0375 / $0.15 | Cohere: Command R7B (12-2024) |
| Cache Read Price (per 1M) | $0.5/1M (50% Off) | $0.0187/1M (50% Off) | Cohere: Command R7B (12-2024) |
| Context Window / Max Output | 1024K In / 922K Out | 125K In / 4K Out | Reflection: Beam 1.0 501B A23B |
| P90 First-Token / Edge Latency | 280ms | 280ms | Reflection: Beam 1.0 501B A23B (-0ms) |
Beam 1.0 is Reflection's open-weight reasoning model for coding and long-horizon agentic workflows. It uses a sparse mixture-of-experts architecture with 501B total and 23B active
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 Reflection: Beam 1.0 501B A23B 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.