head-to-head

SpaceXAI: Grok 4.7 vs Thinking Machines: Inkling Small

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.

SpaceXAI: Grok 4.7 Thinking Machines: Inkling Small
Vendorx-aithinkingmachines
Quality Score100100
Input Price$2.00/M$0.45/M
Output Price$6.00/M$1.20/M
Context Window500,000524,288
Max Output450,000262,144
Tool Calling✓✓
Structured Output✓-
Reasoning Mode✓✓
Vision✓✓
Audio-✓

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Inkling Small costs $0.75 and Grok 4.7 costs $3.50, so Inkling Small is about 4.7 times cheaper for the same work.

Both take in a similar amount of text: 500,000 and 524,288 tokens, about 750 and 786 pages.

Only Grok 4.7 offers structured output; only Inkling Small offers audio input.

Across the 19 tasks where they differ, Grok 4.7 scores higher on 12 (SQL Generation, Code Review, Code Refactoring and others), Inkling Small on 7 (Code Completion, Code Documentation, Regex Writing and others).

Grok 4.7 was released in September 2026 and Inkling Small in July 2026.

Pick Grok 4.7 if you need structured output; pick Inkling Small if you need lower cost or audio input.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskSpaceXAI: Grok 4.7Thinking Machines: Inkling Small
SQL Generation 133 125
Code Review 132 128
Code Completion 118 131
Code Refactoring 136 132
Unit Test Generation 124 116
Code Documentation 130 131
Regex Writing 118 119
CI/CD Pipelines 120 116
Frontend Component Design 122 118
Data Analysis 124 120
CSV / Spreadsheet Cleanup 133 121
ETL Scripting 128 124
JSON Extraction 122 119
Bulk Data Labeling 119 125
OCR / Document Parsing 131 123
Table Extraction from PDFs 131 123
Long-Document Summarization 137 137
Short-Form Summarization 114 123
Blog Post Writing 121 121

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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