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

MoonshotAI: Kimi K2 0711 vs AionLabs: Aion 3.5: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing MoonshotAI: Kimi K2 0711 (moonshotai/kimi-k2) vs AionLabs: Aion 3.5 (aion-labs/aion-3.5). 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 ($0.285/1M)

MoonshotAI: Kimi K2 0711 (moonshotai/kimi-k2) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for MoonshotAI: Kimi K2 0711: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.285/1M) 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 ($1.5/1M)

AionLabs: Aion 3.5 (aion-labs/aion-3.5) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for AionLabs: Aion 3.5: Activate ephemeral prefix caching to slash input costs by 50% (down to $1.5/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: moonshotai/kimi-k2 vs aion-labs/aion-3.5

In Etuki October 2026 FinOps telemetry comparing MoonshotAI: Kimi K2 0711 (API ID: moonshotai/kimi-k2) vs AionLabs: Aion 3.5 (API ID: aion-labs/aion-3.5), MoonshotAI: Kimi K2 0711 offers lower standard input pricing at $0.57/1M tokens ($2.3/1M output), while MoonshotAI: Kimi K2 0711 leads in cached prefix economics at $0.285/1M tokens (50% discount). MoonshotAI: Kimi K2 0711 achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

MoonshotAI: Kimi K2 0711 Cliff & Fee Auditmoonshotai/kimi-k2

Auto-discovered via live global telemetry registry.

AionLabs: Aion 3.5 Cliff & Fee Auditaion-labs/aion-3.5

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionMoonshotAI: Kimi K2 0711AionLabs: Aion 3.5Verified Advantage
Official Vendor API IDmoonshotai/kimi-k2aion-labs/aion-3.5Pinned Snapshot IDs
Standard Input / Output (per 1M)$0.57 / $2.3$3 / $6MoonshotAI: Kimi K2 0711
Cache Read Price (per 1M)$0.285/1M (50% Off)$1.5/1M (50% Off)MoonshotAI: Kimi K2 0711
Context Window / Max Output128K In / 96K Out256K In / 32K OutMoonshotAI: Kimi K2 0711
P90 First-Token / Edge Latency280ms280msMoonshotAI: Kimi K2 0711 (-0ms)
🛰️

MoonshotAI: Kimi K2 0711

API ID: moonshotai/kimi-k2 • Live Registry
Base / Input Rate$0.57/1M

Kimi K2 Instruct is a large-scale Mixture-of-Experts (MoE) language model developed by Moonshot AI, featuring 1 trillion total parameters with 32 billion active per forward pass. I

Output / 1M Tokens:$2.3
Promo Cache Read Rate:$0.285/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: moonshotai/kimi-k2
128K Context Window
96K Max Output
Deploy with MoonshotAI: Kimi K2 0711
🛰️

AionLabs: Aion 3.5

API ID: aion-labs/aion-3.5 • Live Registry
Base / Input Rate$3/1M

Aion 3.5 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple special

Output / 1M Tokens:$6
Promo Cache Read Rate:$1.5/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: aion-labs/aion-3.5
256K Context Window
32K Max Output
Deploy with AionLabs: Aion 3.5

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 ~$1431/yr with MoonshotAI: Kimi K2 0711
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ MoonshotAI: Kimi K2 0711Estimated True Monthly Bill
$49.46/mo
🛰️ AionLabs: Aion 3.5Estimated True Monthly Bill
$168.75/mo
Optimal FinOps Verdict: Deploying MoonshotAI: Kimi K2 0711 saves $119.29/month ($1431/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from MoonshotAI: Kimi K2 0711 to AionLabs: Aion 3.5

Aion 3.5 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple special Verified P90 latency of 280ms.

✓ API ID: aion-labs/aion-3.5✓ 256K Context Window✓ 32K Max Output