Alibaba Qwen Qwen 2 Vl 72B Instruct vs Inflection Inflection 3 Pi: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Alibaba Qwen Qwen 2 Vl 72B Instruct (qwen/qwen-2-vl-72b-instruct) vs Inflection Inflection 3 Pi (inflection/inflection-3-pi). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Alibaba Qwen Qwen 2 Vl 72B Instruct (qwen/qwen-2-vl-72b-instruct) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Alibaba Qwen Qwen 2 Vl 72B Instruct: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.015/1M) or route via asynchronous Batch API for 50% off standard token rates.
Inflection Inflection 3 Pi (inflection/inflection-3-pi) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Inflection Inflection 3 Pi: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.08/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Alibaba Qwen Qwen 2 Vl 72B Instruct (API ID: qwen/qwen-2-vl-72b-instruct) vs Inflection Inflection 3 Pi (API ID: inflection/inflection-3-pi), Alibaba Qwen Qwen 2 Vl 72B Instruct offers lower standard input pricing at $0.15/1M tokens ($0.45/1M output), while Alibaba Qwen Qwen 2 Vl 72B Instruct leads in cached prefix economics at $0.015/1M tokens (90% discount). Alibaba Qwen Qwen 2 Vl 72B Instruct achieves a 0ms faster P90 time-to-first-token latency (195ms vs 195ms).
Gateway-synced rate ($0.15/$0.45 per 1M, flat 64K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Gateway-synced rate ($0.8/$3.2 per 1M, flat 32K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
| Specification / FinOps Dimension | Alibaba Qwen Qwen 2 Vl 72B Instruct | Inflection Inflection 3 Pi | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | qwen/qwen-2-vl-72b-instruct | inflection/inflection-3-pi | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.15 / $0.45 | $0.8 / $3.2 | Alibaba Qwen Qwen 2 Vl 72B Instruct |
| Cache Read Price (per 1M) | $0.015/1M (90% Off) | $0.08/1M (90% Off) | Alibaba Qwen Qwen 2 Vl 72B Instruct |
| Context Window / Max Output | 64K In / 64K Out | 32K In / 64K Out | Alibaba Qwen Qwen 2 Vl 72B Instruct |
| P90 First-Token / Edge Latency | 195ms | 195ms | Alibaba Qwen Qwen 2 Vl 72B Instruct (-0ms) |
Alibaba Qwen Qwen 2 Vl 72B Instruct (qwen/qwen-2-vl-72b-instruct): OpenRouter gateway-synced model at $0.15/1M input, $0.45/1M output, $0.015/1M cached input (64K context window).
Inflection Inflection 3 Pi (inflection/inflection-3-pi): OpenRouter gateway-synced model at $0.8/1M input, $3.2/1M output, $0.08/1M 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 Alibaba Qwen Qwen 2 Vl 72B Instruct to Inflection Inflection 3 Pi
Inflection Inflection 3 Pi (inflection/inflection-3-pi): OpenRouter gateway-synced model at $0.8/1M input, $3.2/1M output, $0.08/1M cached input (32K context window). Verified P90 latency of 195ms.