DeepSeek Deepseek R1 Distill Qwen 7B vs OpenAI GPT-6.1 Sol: Live Promos, Pricing, Hidden Fees & 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.
OpenAI & Microsoft Founders Hub ($2,500–$150,000 Credits) + 50% Batch API Discount
OpenAI GPT-6.1 Sol ($2/$10 base rate) qualifies for immediate 95% automatic prefix caching ($0.10/1M), 50% off 24-hour Batch API completions ($1/$5), and up to $150,000 in OpenAI/Azure Foundry credits via Microsoft for Startups Founders Hub (no VC funding required for initial tiers).
In Etuki October 2026 FinOps telemetry comparing DeepSeek Deepseek R1 Distill Qwen 7B (API ID: deepseek/deepseek-r1-distill-qwen-7b) vs OpenAI GPT-6.1 Sol (API ID: gpt-6.1-sol), 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). OpenAI GPT-6.1 Sol achieves a 50ms faster P90 time-to-first-token latency (145ms 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.
⚠️ 272K Context Cliff: Standard $2.00/$10.00 (Cache $0.10) applies up to ≤272K tokens. Prompts exceeding >272K tokens jump to $4.00 input / $15.00 output per 1M tokens.
| Specification / FinOps Dimension | DeepSeek Deepseek R1 Distill Qwen 7B | OpenAI GPT-6.1 Sol | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | deepseek/deepseek-r1-distill-qwen-7b | gpt-6.1-sol | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.03 / $0.06 | $2 / $10 | DeepSeek Deepseek R1 Distill Qwen 7B |
| Cache Read Price (per 1M) | $0.003/1M (90% Off) | $0.1/1M (95% Off) | DeepSeek Deepseek R1 Distill Qwen 7B |
| Context Window / Max Output | 64K In / 64K Out | 1050K In / 128K Out | OpenAI GPT-6.1 Sol |
| P90 First-Token / Edge Latency | 195ms | 145ms | OpenAI GPT-6.1 Sol (-50ms) |
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).
OpenAI Sep 29, 2026 flagship reasoning & coding model (superseding GPT-6 Sol) with $2/$10 base pricing and $0.10/1M (95% off) official cached input.
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 OpenAI GPT-6.1 Sol
OpenAI Sep 29, 2026 flagship reasoning & coding model (superseding GPT-6 Sol) with $2/$10 base pricing and $0.10/1M (95% off) official cached input. Verified P90 latency of 145ms.