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

Sao10K: Llama 3 8B Lunaris vs Tencent: Hy3 preview: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Sao10K: Llama 3 8B Lunaris (sao10k/l3-lunaris-8b) vs Tencent: Hy3 preview (tencent/hy3-preview). 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 ($0.02/1M)

Sao10K: Llama 3 8B Lunaris (sao10k/l3-lunaris-8b) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Sao10K: Llama 3 8B Lunaris: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.02/1M) 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 ($0.09/1M)

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

Official 2026 Q4 promotion for Tencent: Hy3 preview: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.09/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: sao10k/l3-lunaris-8b vs tencent/hy3-preview

In Etuki October 2026 FinOps telemetry comparing Sao10K: Llama 3 8B Lunaris (API ID: sao10k/l3-lunaris-8b) vs Tencent: Hy3 preview (API ID: tencent/hy3-preview), Sao10K: Llama 3 8B Lunaris offers lower standard input pricing at $0.04/1M tokens ($0.05/1M output), while Sao10K: Llama 3 8B Lunaris leads in cached prefix economics at $0.02/1M tokens (50% discount). Sao10K: Llama 3 8B Lunaris achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Sao10K: Llama 3 8B Lunaris Cliff & Fee Auditsao10k/l3-lunaris-8b

Auto-discovered via live global telemetry registry.

Tencent: Hy3 preview Cliff & Fee Audittencent/hy3-preview

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionSao10K: Llama 3 8B LunarisTencent: Hy3 previewVerified Advantage
Official Vendor API IDsao10k/l3-lunaris-8btencent/hy3-previewPinned Snapshot IDs
Standard Input / Output (per 1M)$0.04 / $0.05$0.18 / $0.6Sao10K: Llama 3 8B Lunaris
Cache Read Price (per 1M)$0.02/1M (50% Off)$0.09/1M (50% Off)Sao10K: Llama 3 8B Lunaris
Context Window / Max Output8K In / 7K Out256K In / 230K OutTencent: Hy3 preview
P90 First-Token / Edge Latency280ms280msSao10K: Llama 3 8B Lunaris (-0ms)
🛰️

Sao10K: Llama 3 8B Lunaris

API ID: sao10k/l3-lunaris-8b • Live Registry
Base / Input Rate$0.04/1M

Lunaris 8B is a versatile generalist and roleplaying model based on Llama 3. It's a strategic merge of multiple models, designed to balance creativity with improved logic and gener

Output / 1M Tokens:$0.05
Promo Cache Read Rate:$0.02/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: sao10k/l3-lunaris-8b
8K Context Window
7K Max Output
Deploy with Sao10K: Llama 3 8B Lunaris
🛰️

Tencent: Hy3 preview

API ID: tencent/hy3-preview • Live Registry
Base / Input Rate$0.18/1M

Hy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled,

Output / 1M Tokens:$0.6
Promo Cache Read Rate:$0.09/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: tencent/hy3-preview
256K Context Window
230K Max Output
Deploy with Tencent: Hy3 preview

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 ~$143/yr with Sao10K: Llama 3 8B Lunaris
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Sao10K: Llama 3 8B LunarisEstimated True Monthly Bill
$1.80/mo
🛰️ Tencent: Hy3 previewEstimated True Monthly Bill
$13.72/mo
Optimal FinOps Verdict: Deploying Sao10K: Llama 3 8B Lunaris saves $11.92/month ($143/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Sao10K: Llama 3 8B Lunaris to Tencent: Hy3 preview

Hy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled, Verified P90 latency of 280ms.

✓ API ID: tencent/hy3-preview✓ 256K Context Window✓ 230K Max Output