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

Thinking Machines: Inkling Small vs SpaceXAI: Grok 4.7: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Thinking Machines: Inkling Small (thinkingmachines/inkling-small) vs SpaceXAI: Grok 4.7 (x-ai/grok-4.7). 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 ($0.225/1M)

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

Official 2026 Q4 promotion for Thinking Machines: Inkling Small: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.225/1M) 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 ($1/1M)

SpaceXAI: Grok 4.7 (x-ai/grok-4.7) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for SpaceXAI: Grok 4.7: Activate ephemeral prefix caching to slash input costs by 50% (down to $1/1M) 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 vs x-ai/grok-4.7

In Etuki October 2026 FinOps telemetry comparing Thinking Machines: Inkling Small (API ID: thinkingmachines/inkling-small) vs SpaceXAI: Grok 4.7 (API ID: x-ai/grok-4.7), Thinking Machines: Inkling Small offers lower standard input pricing at $0.45/1M tokens ($1.2/1M output), while Thinking Machines: Inkling Small leads in cached prefix economics at $0.225/1M tokens (50% discount). Thinking Machines: Inkling Small achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

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

Auto-discovered via live global telemetry registry.

SpaceXAI: Grok 4.7 Cliff & Fee Auditx-ai/grok-4.7

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionThinking Machines: Inkling SmallSpaceXAI: Grok 4.7Verified Advantage
Official Vendor API IDthinkingmachines/inkling-smallx-ai/grok-4.7Pinned Snapshot IDs
Standard Input / Output (per 1M)$0.45 / $1.2$2 / $6Thinking Machines: Inkling Small
Cache Read Price (per 1M)$0.225/1M (50% Off)$1/1M (50% Off)Thinking Machines: Inkling Small
Context Window / Max Output512K In / 256K Out488K In / 439K OutSpaceXAI: Grok 4.7
P90 First-Token / Edge Latency280ms280msThinking Machines: Inkling Small (-0ms)
🛰️

Thinking Machines: Inkling Small

API ID: thinkingmachines/inkling-small • Live Registry
Base / Input Rate$0.45/1M

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:$1.2
Promo Cache Read Rate:$0.225/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: thinkingmachines/inkling-small
512K Context Window
256K Max Output
Deploy with Thinking Machines: Inkling Small
🛰️

SpaceXAI: Grok 4.7

API ID: x-ai/grok-4.7 • Live Registry
Base / Input Rate$2/1M

Grok 4.7 is SpaceXAI's flagship model for coding, agentic tasks, and knowledge work, succeeding Grok 4.6. It is particularly strong at long-running software engineering tasks, veri

Output / 1M Tokens:$6
Promo Cache Read Rate:$1/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: x-ai/grok-4.7
488K Context Window
439K Max Output
Deploy with SpaceXAI: Grok 4.7

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 ~$1352/yr with Thinking Machines: Inkling Small
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Thinking Machines: Inkling SmallEstimated True Monthly Bill
$29.81/mo
🛰️ SpaceXAI: Grok 4.7Estimated True Monthly Bill
$142.50/mo
Optimal FinOps Verdict: Deploying Thinking Machines: Inkling Small saves $112.69/month ($1352/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Thinking Machines: Inkling Small to SpaceXAI: Grok 4.7

Grok 4.7 is SpaceXAI's flagship model for coding, agentic tasks, and knowledge work, succeeding Grok 4.6. It is particularly strong at long-running software engineering tasks, veri Verified P90 latency of 280ms.

✓ API ID: x-ai/grok-4.7✓ 488K Context Window✓ 439K Max Output