Space Bunny Alpha vs inclusionAI: Ling 3.0 Flash VL
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-24.
| Space Bunny Alpha | inclusionAI: Ling 3.0 Flash VL | |
|---|---|---|
| Vendor | stealth | inclusionai |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 38.6 |
| Input Price | Free | $0.06/M |
| Output Price | Free | $0.18/M |
| Context Window | 1,000,000 | 262,144 |
| Max Output | 524,288 | 32,768 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | - | 40.5 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Space Bunny Alpha costs $0 and Ling 3.0 Flash VL costs $0.10, so Space Bunny Alpha is free for the same work.
Space Bunny Alpha reads up to 1,000,000 tokens at once, roughly 1,500 pages of text, against about 393 pages for Ling 3.0 Flash VL.
Across the 19 tasks where they differ, Space Bunny Alpha scores higher on 8 (Code Completion, Code Refactoring, Code Documentation and others), Ling 3.0 Flash VL on 11 (SQL Generation, Code Review, Bug Fixing and others).
Pick Space Bunny Alpha if you need lower cost or long documents.
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?
| Task | Space Bunny Alpha | inclusionAI: Ling 3.0 Flash VL |
|---|---|---|
| SQL Generation | 134 | 136 |
| Code Review | 132 | 134 |
| Code Completion | 132 | 130 |
| Code Refactoring | 136 | 134 |
| Bug Fixing | 136 | 138 |
| Unit Test Generation | 124 | 126 |
| Code Documentation | 132 | 130 |
| Regex Writing | 120 | 124 |
| CI/CD Pipelines | 120 | 122 |
| Frontend Component Design | 122 | 126 |
| Data Analysis | 124 | 130 |
| CSV / Spreadsheet Cleanup | 134 | 130 |
| ETL Scripting | 128 | 128 |
| Bulk Data Labeling | 130 | 129 |
| OCR / Document Parsing | 131 | 130 |
| Table Extraction from PDFs | 131 | 130 |
| Long-Document Summarization | 138 | 136 |
| Short-Form Summarization | 124 | 126 |
| Blog Post Writing | 122 | 124 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →