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llm_api HEAD-TO-HEAD BENCHMARK•Live Manufacturer Promo & Price Audit

Cohere: Command R+ (08-2024) vs Qwen: Qwen3.8 Max Prime: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Cohere: Command R+ (08-2024) (cohere/command-r-plus-08-2024) vs Qwen: Qwen3.8 Max Prime (qwen/qwen3.8-max-prime). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.

⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($1.25/1M)

Cohere: Command R+ (08-2024) (cohere/command-r-plus-08-2024) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Cohere: Command R+ (08-2024): Activate ephemeral prefix caching to slash input costs by 50% (down to $1.25/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($2/1M)

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.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: cohere/command-r-plus-08-2024 vs qwen/qwen3.8-max-prime

In Etuki October 2026 FinOps telemetry comparing Cohere: Command R+ (08-2024) (API ID: cohere/command-r-plus-08-2024) vs Qwen: Qwen3.8 Max Prime (API ID: qwen/qwen3.8-max-prime), Cohere: Command R+ (08-2024) offers lower standard input pricing at $2.5/1M tokens ($10/1M output), while Cohere: Command R+ (08-2024) leads in cached prefix economics at $1.25/1M tokens (50% discount). Cohere: Command R+ (08-2024) achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Cohere: Command R+ (08-2024) Cliff & Fee Auditcohere/command-r-plus-08-2024

Auto-discovered via live global telemetry registry.

Qwen: Qwen3.8 Max Prime Cliff & Fee Auditqwen/qwen3.8-max-prime

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionCohere: Command R+ (08-2024)Qwen: Qwen3.8 Max PrimeVerified Advantage
Official Vendor API IDcohere/command-r-plus-08-2024qwen/qwen3.8-max-primePinned Snapshot IDs
Standard Input / Output (per 1M)$2.5 / $10$4 / $12Cohere: Command R+ (08-2024)
Cache Read Price (per 1M)$1.25/1M (50% Off)$2/1M (50% Off)Cohere: Command R+ (08-2024)
Context Window / Max Output125K In / 4K Out977K In / 128K OutQwen: Qwen3.8 Max Prime
P90 First-Token / Edge Latency280ms280msCohere: Command R+ (08-2024) (-0ms)
🛰️

Cohere: Command R+ (08-2024)

API ID: cohere/command-r-plus-08-2024 • Live Registry
Base / Input Rate$2.5/1M

command-r-plus-08-2024 is an update of the [Command R+](/models/cohere/command-r-plus) with roughly 50% higher throughput and 25% lower latencies as compared to the previous Comman

Output / 1M Tokens:$10
Promo Cache Read Rate:$1.25/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: cohere/command-r-plus-08-2024
125K Context Window
4K Max Output
Deploy with Cohere: Command R+ (08-2024)
🛰️

Qwen: Qwen3.8 Max Prime

API ID: qwen/qwen3.8-max-prime • Live Registry
Base / Input Rate$4/1M

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...

Output / 1M Tokens:$12
Promo Cache Read Rate:$2/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: qwen/qwen3.8-max-prime
977K Context Window
128K Max Output
Deploy with Qwen: Qwen3.8 Max Prime

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

Saves ~$833/yr with Cohere: Command R+ (08-2024)
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Cohere: Command R+ (08-2024)Estimated True Monthly Bill
$215.63/mo
🛰️ Qwen: Qwen3.8 Max PrimeEstimated True Monthly Bill
$285.00/mo
Optimal FinOps Verdict: Deploying Cohere: Command R+ (08-2024) saves $69.38/month ($833/year) at 25,000 MAU & 2,000 GB egress.
#1 Featured Cohere: Command R+ (08-2024) Alternative (Sponsored Slot)
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🛰️Switch from Cohere: Command R+ (08-2024) to Qwen: Qwen3.8 Max Prime

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... Verified P90 latency of 280ms.

✓ API ID: qwen/qwen3.8-max-prime✓ 977K Context Window✓ 128K Max Output