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

Thinking Machines: Inkling Small (free) vs MiniMax: MiniMax M2.7: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Thinking Machines: Inkling Small (free) (thinkingmachines/inkling-small:free) vs MiniMax: MiniMax M2.7 (minimax/minimax-m2.7). 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 ($0/1M)

Thinking Machines: Inkling Small (free) (thinkingmachines/inkling-small:free) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Thinking Machines: Inkling Small (free): Activate ephemeral prefix caching to slash input costs by 50% (down to $0/1M) 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 ($0.15/1M)

MiniMax: MiniMax M2.7 (minimax/minimax-m2.7) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for MiniMax: MiniMax M2.7: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.15/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: thinkingmachines/inkling-small:free vs minimax/minimax-m2.7

In Etuki October 2026 FinOps telemetry comparing Thinking Machines: Inkling Small (free) (API ID: thinkingmachines/inkling-small:free) vs MiniMax: MiniMax M2.7 (API ID: minimax/minimax-m2.7), Thinking Machines: Inkling Small (free) offers lower standard input pricing at $0/1M tokens ($0/1M output), while Thinking Machines: Inkling Small (free) leads in cached prefix economics at $0/1M tokens (50% discount). Thinking Machines: Inkling Small (free) achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Thinking Machines: Inkling Small (free) Cliff & Fee Auditthinkingmachines/inkling-small:free

Auto-discovered via live global telemetry registry.

MiniMax: MiniMax M2.7 Cliff & Fee Auditminimax/minimax-m2.7

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionThinking Machines: Inkling Small (free)MiniMax: MiniMax M2.7Verified Advantage
Official Vendor API IDthinkingmachines/inkling-small:freeminimax/minimax-m2.7Pinned Snapshot IDs
Standard Input / Output (per 1M)$0 / $0$0.3 / $1.2Thinking Machines: Inkling Small (free)
Cache Read Price (per 1M)$0/1M (50% Off)$0.15/1M (50% Off)Thinking Machines: Inkling Small (free)
Context Window / Max Output1024K In / 256K Out200K In / 128K OutThinking Machines: Inkling Small (free)
P90 First-Token / Edge Latency280ms280msThinking Machines: Inkling Small (free) (-0ms)
🛰️

Thinking Machines: Inkling Small (free)

API ID: thinkingmachines/inkling-small:free • Live Registry
Base / Input Rate$0/1M

Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more

Output / 1M Tokens:$0
Promo Cache Read Rate:$0/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: thinkingmachines/inkling-small:free
1024K Context Window
256K Max Output
Deploy with Thinking Machines: Inkling Small (free)
🛰️

MiniMax: MiniMax M2.7

API ID: minimax/minimax-m2.7 • Live Registry
Base / Input Rate$0.3/1M

MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evoluti

Output / 1M Tokens:$1.2
Promo Cache Read Rate:$0.15/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: minimax/minimax-m2.7
200K Context Window
128K Max Output
Deploy with MiniMax: MiniMax M2.7

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 ~$311/yr with Thinking Machines: Inkling Small (free)
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Thinking Machines: Inkling Small (free)Estimated True Monthly Bill
$0.00/mo
🛰️ MiniMax: MiniMax M2.7Estimated True Monthly Bill
$25.88/mo
Optimal FinOps Verdict: Deploying Thinking Machines: Inkling Small (free) saves $25.88/month ($311/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Thinking Machines: Inkling Small (free) to MiniMax: MiniMax M2.7

MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evoluti Verified P90 latency of 280ms.

✓ API ID: minimax/minimax-m2.7✓ 200K Context Window✓ 128K Max Output