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llm_api HEAD-TO-HEAD BENCHMARK•Live Manufacturer Promo & Price Audit

Tencent: Hy-MT2-1.8B vs Z.ai: GLM 5.1: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Tencent: Hy-MT2-1.8B (tencent/hy-mt2-1.8b) vs Z.ai: GLM 5.1 (z-ai/glm-5.1). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.

⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.022/1M)

Tencent: Hy-MT2-1.8B (tencent/hy-mt2-1.8b) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Tencent: Hy-MT2-1.8B: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.022/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.483/1M)

Z.ai: GLM 5.1 (z-ai/glm-5.1) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Z.ai: GLM 5.1: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.483/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: tencent/hy-mt2-1.8b vs z-ai/glm-5.1

In Etuki October 2026 FinOps telemetry comparing Tencent: Hy-MT2-1.8B (API ID: tencent/hy-mt2-1.8b) vs Z.ai: GLM 5.1 (API ID: z-ai/glm-5.1), Tencent: Hy-MT2-1.8B offers lower standard input pricing at $0.044/1M tokens ($0.177/1M output), while Tencent: Hy-MT2-1.8B leads in cached prefix economics at $0.022/1M tokens (50% discount). Tencent: Hy-MT2-1.8B achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Tencent: Hy-MT2-1.8B Cliff & Fee Audittencent/hy-mt2-1.8b

Auto-discovered via live global telemetry registry.

Z.ai: GLM 5.1 Cliff & Fee Auditz-ai/glm-5.1

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionTencent: Hy-MT2-1.8BZ.ai: GLM 5.1Verified Advantage
Official Vendor API IDtencent/hy-mt2-1.8bz-ai/glm-5.1Pinned Snapshot IDs
Standard Input / Output (per 1M)$0.044 / $0.177$0.966 / $3.036Tencent: Hy-MT2-1.8B
Cache Read Price (per 1M)$0.022/1M (50% Off)$0.483/1M (50% Off)Tencent: Hy-MT2-1.8B
Context Window / Max Output8K In / 4K Out200K In / 125K OutZ.ai: GLM 5.1
P90 First-Token / Edge Latency280ms280msTencent: Hy-MT2-1.8B (-0ms)
🛰️

Tencent: Hy-MT2-1.8B

API ID: tencent/hy-mt2-1.8b • Live Registry
Base / Input Rate$0.044/1M

Hy-MT2-1.8B is a compact 1.8B-parameter translation model from Tencent. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for struc

Output / 1M Tokens:$0.177
Promo Cache Read Rate:$0.022/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: tencent/hy-mt2-1.8b
8K Context Window
4K Max Output
Deploy with Tencent: Hy-MT2-1.8B
🛰️

Z.ai: GLM 5.1

API ID: z-ai/glm-5.1 • Live Registry
Base / Input Rate$0.966/1M

GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interaction

Output / 1M Tokens:$3.036
Promo Cache Read Rate:$0.483/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: z-ai/glm-5.1
200K Context Window
125K Max Output
Deploy with Z.ai: GLM 5.1

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

Saves ~$805/yr with Tencent: Hy-MT2-1.8B
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Tencent: Hy-MT2-1.8BEstimated True Monthly Bill
$3.81/mo
🛰️ Z.ai: GLM 5.1Estimated True Monthly Bill
$70.90/mo
Optimal FinOps Verdict: Deploying Tencent: Hy-MT2-1.8B saves $67.09/month ($805/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Tencent: Hy-MT2-1.8B to Z.ai: GLM 5.1

GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interaction Verified P90 latency of 280ms.

✓ API ID: z-ai/glm-5.1✓ 200K Context Window✓ 125K Max Output