head-to-head
Thinking Machines: Inkling Small vs Thinking Machines: Inkling (batch)
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-08.
| Thinking Machines: Inkling Small | Thinking Machines: Inkling (batch) | |
|---|---|---|
| Vendor | thinkingmachines | thinkingmachines |
| Quality Score | 100 | 100 |
| Benchmark Score | 69.1 | 70.5 |
| Input Price | $0.45/M | $0.50/M |
| Output Price | $1.20/M | $2.02/M |
| Context Window | 524,288 | 524,288 |
| Max Output | 262,144 | - |
| Tool Calling | ✓ | ✓ |
| Structured Output | - | - |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | ✓ |
| Benchmark Scores | ||
| ai_index | 67.9 | 69.8 |
| ai_index_agentic | 52.6 | 56.3 |
| ai_index_coding | 87.4 | 85.9 |
Who wins by task?
| Task | Thinking Machines: Inkling Small | Thinking Machines: Inkling (batch) |
|---|---|---|
| SQL Generation | 156 | 156 |
| Code Review | 155 | 156 |
| Code Completion | 133 | 132 |
| Code Refactoring | 154 | 154 |
| Bug Fixing | 170 | 171 |
| Unit Test Generation | 140 | 140 |
| Code Documentation | 141 | 141 |
| Regex Writing | 133 | 133 |
| CI/CD Pipelines | 135 | 136 |
| Frontend Component Design | 137 | 138 |
| Data Analysis | 156 | 157 |
| CSV / Spreadsheet Cleanup | 139 | 139 |
| ETL Scripting | 145 | 145 |
| JSON Extraction | 134 | 134 |
| Bulk Data Labeling | 130 | 130 |
| Long-Document Summarization | 155 | 155 |
| Blog Post Writing | 136 | 136 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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