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

Tencent: Hy3 vs Z.ai: GLM Flash Latest: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Tencent: Hy3 (tencent/hy3) vs Z.ai: GLM Flash Latest (~z-ai/glm-flash-latest). 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 ($0.066/1M)

Tencent: Hy3 (tencent/hy3) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Tencent: Hy3: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.066/1M) 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 ($0.018/1M)

Z.ai: GLM Flash Latest (~z-ai/glm-flash-latest) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Z.ai: GLM Flash Latest: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.018/1M) 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/hy3 vs ~z-ai/glm-flash-latest

In Etuki October 2026 FinOps telemetry comparing Tencent: Hy3 (API ID: tencent/hy3) vs Z.ai: GLM Flash Latest (API ID: ~z-ai/glm-flash-latest), Z.ai: GLM Flash Latest offers lower standard input pricing at $0.036/1M tokens ($0.9/1M output), while Z.ai: GLM Flash Latest leads in cached prefix economics at $0.018/1M tokens (50% discount). Tencent: Hy3 achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Tencent: Hy3 Cliff & Fee Audittencent/hy3

Auto-discovered via live global telemetry registry.

Z.ai: GLM Flash Latest Cliff & Fee Audit~z-ai/glm-flash-latest

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionTencent: Hy3Z.ai: GLM Flash LatestVerified Advantage
Official Vendor API IDtencent/hy3~z-ai/glm-flash-latestPinned Snapshot IDs
Standard Input / Output (per 1M)$0.132 / $0.528$0.036 / $0.9Z.ai: GLM Flash Latest
Cache Read Price (per 1M)$0.066/1M (50% Off)$0.018/1M (50% Off)Z.ai: GLM Flash Latest
Context Window / Max Output256K In / 125K Out1024K In / 922K OutZ.ai: GLM Flash Latest
P90 First-Token / Edge Latency280ms280msTencent: Hy3 (-0ms)
🛰️

Tencent: Hy3

API ID: tencent/hy3 • Live Registry
Base / Input Rate$0.132/1M

Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It

Output / 1M Tokens:$0.528
Promo Cache Read Rate:$0.066/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: tencent/hy3
256K Context Window
125K Max Output
Deploy with Tencent: Hy3
🛰️

Z.ai: GLM Flash Latest

API ID: ~z-ai/glm-flash-latest • Live Registry
Base / Input Rate$0.036/1M

This model always redirects to the latest model in the GLM Flash family.

Output / 1M Tokens:$0.9
Promo Cache Read Rate:$0.018/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: ~z-ai/glm-flash-latest
1024K Context Window
922K Max Output
Deploy with Z.ai: GLM Flash Latest

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 ~$37/yr with Tencent: Hy3
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Tencent: Hy3Estimated True Monthly Bill
$11.38/mo
🛰️ Z.ai: GLM Flash LatestEstimated True Monthly Bill
$14.45/mo
Optimal FinOps Verdict: Deploying Tencent: Hy3 saves $3.06/month ($37/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Tencent: Hy3 to Z.ai: GLM Flash Latest

This model always redirects to the latest model in the GLM Flash family. Verified P90 latency of 280ms.

✓ API ID: ~z-ai/glm-flash-latest✓ 1024K Context Window✓ 922K Max Output