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

Tencent: Hy-MT2-7B vs Sakana: Fugu Ultra v2: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Tencent: Hy-MT2-7B (tencent/hy-mt2-7b) vs Sakana: Fugu Ultra v2 (sakana/fugu-ultra-v2). 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 ($0.037/1M)

Tencent: Hy-MT2-7B (tencent/hy-mt2-7b) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Tencent: Hy-MT2-7B: 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.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($2.5/1M)

Sakana: Fugu Ultra v2 (sakana/fugu-ultra-v2) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Sakana: Fugu Ultra v2: Activate ephemeral prefix caching to slash input costs by 50% (down to $2.5/1M) 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-mt2-7b vs sakana/fugu-ultra-v2

In Etuki October 2026 FinOps telemetry comparing Tencent: Hy-MT2-7B (API ID: tencent/hy-mt2-7b) vs Sakana: Fugu Ultra v2 (API ID: sakana/fugu-ultra-v2), Tencent: Hy-MT2-7B offers lower standard input pricing at $0.074/1M tokens ($0.295/1M output), while Tencent: Hy-MT2-7B leads in cached prefix economics at $0.037/1M tokens (50% discount). Tencent: Hy-MT2-7B achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Tencent: Hy-MT2-7B Cliff & Fee Audittencent/hy-mt2-7b

Auto-discovered via live global telemetry registry.

Sakana: Fugu Ultra v2 Cliff & Fee Auditsakana/fugu-ultra-v2

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionTencent: Hy-MT2-7BSakana: Fugu Ultra v2Verified Advantage
Official Vendor API IDtencent/hy-mt2-7bsakana/fugu-ultra-v2Pinned Snapshot IDs
Standard Input / Output (per 1M)$0.074 / $0.295$5 / $30Tencent: Hy-MT2-7B
Cache Read Price (per 1M)$0.037/1M (50% Off)$2.5/1M (50% Off)Tencent: Hy-MT2-7B
Context Window / Max Output8K In / 4K Out977K In / 125K OutSakana: Fugu Ultra v2
P90 First-Token / Edge Latency280ms280msTencent: Hy-MT2-7B (-0ms)
🛰️

Tencent: Hy-MT2-7B

API ID: tencent/hy-mt2-7b • Live Registry
Base / Input Rate$0.074/1M

Hy-MT2-7B is a 7B-parameter translation model from Tencent. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for structured, delim

Output / 1M Tokens:$0.295
Promo Cache Read Rate:$0.037/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: tencent/hy-mt2-7b
8K Context Window
4K Max Output
Deploy with Tencent: Hy-MT2-7B
🛰️

Sakana: Fugu Ultra v2

API ID: sakana/fugu-ultra-v2 • Live Registry
Base / Input Rate$5/1M

Fugu Ultra v2 is the higher-performance model in Sakana AI's Fugu family. Rather than a single monolithic model, Fugu is a learned multi-agent orchestration system: a language mode

Output / 1M Tokens:$30
Promo Cache Read Rate:$2.5/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: sakana/fugu-ultra-v2
977K Context Window
125K Max Output
Deploy with Sakana: Fugu Ultra v2

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 ~$6899/yr with Tencent: Hy-MT2-7B
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Tencent: Hy-MT2-7BEstimated True Monthly Bill
$6.37/mo
🛰️ Sakana: Fugu Ultra v2Estimated True Monthly Bill
$581.25/mo
Optimal FinOps Verdict: Deploying Tencent: Hy-MT2-7B saves $574.88/month ($6899/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Tencent: Hy-MT2-7B to Sakana: Fugu Ultra v2

Fugu Ultra v2 is the higher-performance model in Sakana AI's Fugu family. Rather than a single monolithic model, Fugu is a learned multi-agent orchestration system: a language mode Verified P90 latency of 280ms.

✓ API ID: sakana/fugu-ultra-v2✓ 977K Context Window✓ 125K Max Output