head-to-head
Thinking Machines: Inkling vs Anthropic Claude Haiku Latest
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-19.
| Thinking Machines: Inkling | Anthropic Claude Haiku Latest | |
|---|---|---|
| Vendor | thinkingmachines | ~anthropic |
| Quality Score | 100 | 100 |
| Input Price | $1.00/M | $1.00/M |
| Output Price | $4.05/M | $5.00/M |
| Context Window | 1,048,576 | 200,000 |
| Max Output | - | 64,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | - | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
Who wins by task?
| Task | Thinking Machines: Inkling | Anthropic Claude Haiku Latest |
|---|---|---|
| SQL Generation | 125 | 129 |
| Code Review | 128 | 124 |
| Code Completion | 119 | 114 |
| Code Refactoring | 132 | 124 |
| Bug Fixing | 136 | 128 |
| Unit Test Generation | 116 | 120 |
| Code Documentation | 131 | 122 |
| Regex Writing | 119 | 118 |
| Frontend Component Design | 118 | 122 |
| Data Analysis | 120 | 124 |
| CSV / Spreadsheet Cleanup | 121 | 125 |
| ETL Scripting | 124 | 120 |
| JSON Extraction | 111 | 122 |
| Bulk Data Labeling | 116 | 120 |
| OCR / Document Parsing | 123 | 127 |
| Table Extraction from PDFs | 123 | 127 |
| Long-Document Summarization | 137 | 125 |
| Short-Form Summarization | 115 | 114 |
| Blog Post Writing | 121 | 117 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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