Alibaba Qwen Qwen3 235B A22B vs Google Medgemma 27B It: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Alibaba Qwen Qwen3 235B A22B (qwen/qwen3-235b-a22b) vs Google Medgemma 27B It (google/medgemma-27b-it). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Alibaba Qwen Qwen3 235B A22B (qwen/qwen3-235b-a22b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Alibaba Qwen Qwen3 235B A22B: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.022/1M) or route via asynchronous Batch API for 50% off standard token rates.
Google Medgemma 27B It (google/medgemma-27b-it) — Google AI Startup Credits ($350K) & 90% Cache Promo
Google DeepMind is currently subsidizing Gemini 4 Argon at 50% off standard rates ($2.00/1M input & $10.00/1M output instead of $4/$20) until November 30, 2026, alongside 95% off Context Caching ($0.10/1M) and up to $350,000 in Google for Startups Cloud/Vertex AI credits.
In Etuki October 2026 FinOps telemetry comparing Alibaba Qwen Qwen3 235B A22B (API ID: qwen/qwen3-235b-a22b) vs Google Medgemma 27B It (API ID: google/medgemma-27b-it), Google Medgemma 27B It offers lower standard input pricing at $0.15/1M tokens ($0.3/1M output), while Google Medgemma 27B It leads in cached prefix economics at $0.015/1M tokens (90% discount). Alibaba Qwen Qwen3 235B A22B achieves a 0ms faster P90 time-to-first-token latency (195ms vs 195ms).
Gateway-synced rate ($0.22/$0.88 per 1M, flat 128K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Gateway-synced rate ($0.15/$0.3 per 1M, flat 128K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
| Specification / FinOps Dimension | Alibaba Qwen Qwen3 235B A22B | Google Medgemma 27B It | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | qwen/qwen3-235b-a22b | google/medgemma-27b-it | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.22 / $0.88 | $0.15 / $0.3 | Google Medgemma 27B It |
| Cache Read Price (per 1M) | $0.022/1M (90% Off) | $0.015/1M (90% Off) | Google Medgemma 27B It |
| Context Window / Max Output | 128K In / 64K Out | 128K In / 64K Out | Alibaba Qwen Qwen3 235B A22B |
| P90 First-Token / Edge Latency | 195ms | 195ms | Alibaba Qwen Qwen3 235B A22B (-0ms) |
Alibaba Qwen Qwen3 235B A22B (qwen/qwen3-235b-a22b): OpenRouter gateway-synced model at $0.22/1M input, $0.88/1M output, $0.022/1M cached input (128K context window).
Google Medgemma 27B It (google/medgemma-27b-it): OpenRouter gateway-synced model at $0.15/1M input, $0.3/1M output, $0.015/1M cached input (128K 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 Qwen3 235B A22B to Google Medgemma 27B It
Google Medgemma 27B It (google/medgemma-27b-it): OpenRouter gateway-synced model at $0.15/1M input, $0.3/1M output, $0.015/1M cached input (128K context window). Verified P90 latency of 195ms.