Tencent: Hy-MT2-30B-A3B vs OpenAI: GPT-5.1-Codex: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Tencent: Hy-MT2-30B-A3B (tencent/hy-mt2-30b-a3b) vs OpenAI: GPT-5.1-Codex (openai/gpt-5.1-codex). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Tencent: Hy-MT2-30B-A3B (tencent/hy-mt2-30b-a3b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Tencent: Hy-MT2-30B-A3B: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.037/1M) or route via asynchronous Batch API for 50% off standard token rates.
OpenAI: GPT-5.1-Codex (openai/gpt-5.1-codex) Startup Credits & Batch API 50% Off Promo
OpenAI GPT-6.1 Sol ($2/$10 base rate) qualifies for immediate 75% automatic prefix caching ($0.50/1M), 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 Tencent: Hy-MT2-30B-A3B (API ID: tencent/hy-mt2-30b-a3b) vs OpenAI: GPT-5.1-Codex (API ID: openai/gpt-5.1-codex), Tencent: Hy-MT2-30B-A3B offers lower standard input pricing at $0.074/1M tokens ($0.295/1M output), while Tencent: Hy-MT2-30B-A3B leads in cached prefix economics at $0.037/1M tokens (50% discount). Tencent: Hy-MT2-30B-A3B achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).
Auto-discovered via live global telemetry registry.
Auto-discovered via live global telemetry registry.
| Specification / FinOps Dimension | Tencent: Hy-MT2-30B-A3B | OpenAI: GPT-5.1-Codex | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | tencent/hy-mt2-30b-a3b | openai/gpt-5.1-codex | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.074 / $0.295 | $1.25 / $10 | Tencent: Hy-MT2-30B-A3B |
| Cache Read Price (per 1M) | $0.037/1M (50% Off) | $0.625/1M (50% Off) | Tencent: Hy-MT2-30B-A3B |
| Context Window / Max Output | 8K In / 4K Out | 391K In / 125K Out | OpenAI: GPT-5.1-Codex |
| P90 First-Token / Edge Latency | 280ms | 280ms | Tencent: Hy-MT2-30B-A3B (-0ms) |
Hy-MT2-30B-A3B is Tencent's flagship translation model in the Hy-MT2 family. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for
GPT-5.1-Codex is a specialized version of GPT-5.1 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, indepe
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 Tencent: Hy-MT2-30B-A3B to OpenAI: GPT-5.1-Codex
GPT-5.1-Codex is a specialized version of GPT-5.1 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, indepe Verified P90 latency of 280ms.