DeepSeek Deepseek R1 Distill Qwen 7B vs xAI Grok Vision Beta: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing DeepSeek Deepseek R1 Distill Qwen 7B (deepseek/deepseek-r1-distill-qwen-7b) vs xAI Grok Vision Beta (x-ai/grok-vision-beta). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
DeepSeek Deepseek R1 Distill Qwen 7B (deepseek/deepseek-r1-distill-qwen-7b) — Automatic Disk KV Cache (0.003/1M) & 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.
xAI Grok Vision Beta (x-ai/grok-vision-beta) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for xAI Grok Vision Beta: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.5/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing DeepSeek Deepseek R1 Distill Qwen 7B (API ID: deepseek/deepseek-r1-distill-qwen-7b) vs xAI Grok Vision Beta (API ID: x-ai/grok-vision-beta), DeepSeek Deepseek R1 Distill Qwen 7B offers lower standard input pricing at $0.03/1M tokens ($0.06/1M output), while DeepSeek Deepseek R1 Distill Qwen 7B leads in cached prefix economics at $0.003/1M tokens (90% discount). DeepSeek Deepseek R1 Distill Qwen 7B achieves a 0ms faster P90 time-to-first-token latency (195ms vs 195ms).
Gateway-synced rate ($0.03/$0.06 per 1M, flat 64K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Gateway-synced rate ($5/$15 per 1M, flat 32K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
| Specification / FinOps Dimension | DeepSeek Deepseek R1 Distill Qwen 7B | xAI Grok Vision Beta | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | deepseek/deepseek-r1-distill-qwen-7b | x-ai/grok-vision-beta | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.03 / $0.06 | $5 / $15 | DeepSeek Deepseek R1 Distill Qwen 7B |
| Cache Read Price (per 1M) | $0.003/1M (90% Off) | $0.5/1M (90% Off) | DeepSeek Deepseek R1 Distill Qwen 7B |
| Context Window / Max Output | 64K In / 64K Out | 32K In / 64K Out | DeepSeek Deepseek R1 Distill Qwen 7B |
| P90 First-Token / Edge Latency | 195ms | 195ms | DeepSeek Deepseek R1 Distill Qwen 7B (-0ms) |
DeepSeek Deepseek R1 Distill Qwen 7B
API ID: deepseek/deepseek-r1-distill-qwen-7b • OpenRouter SyncedDeepSeek Deepseek R1 Distill Qwen 7B (deepseek/deepseek-r1-distill-qwen-7b): OpenRouter gateway-synced model at $0.03/1M input, $0.06/1M output, $0.003/1M cached input (64K context window).
xAI Grok Vision Beta (x-ai/grok-vision-beta): OpenRouter gateway-synced model at $5/1M input, $15/1M output, $0.5/1M cached input (32K 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 Distill Qwen 7B to xAI Grok Vision Beta
xAI Grok Vision Beta (x-ai/grok-vision-beta): OpenRouter gateway-synced model at $5/1M input, $15/1M output, $0.5/1M cached input (32K context window). Verified P90 latency of 195ms.