Anthropic: Claude Haiku Latest vs Z.ai: GLM 5V Turbo
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| Anthropic: Claude Haiku Latest | Z.ai: GLM 5V Turbo | |
|---|---|---|
| Vendor | ~anthropic | z-ai |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 56.8 |
| Input Price | $0.10/M | $1.20/M |
| Output Price | $0.50/M | $4.00/M |
| Context Window | 1,000,000 | 202,752 |
| Max Output | 128,000 | 131,072 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | - | 56.9 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Claude Haiku Latest costs $0.23 and GLM 5V Turbo costs $2.20, so Claude Haiku Latest is about 9.8 times cheaper for the same work.
Claude Haiku Latest reads up to 1,000,000 tokens at once, roughly 1,500 pages of text, against about 304 pages for GLM 5V Turbo.
Only GLM 5V Turbo offers video input.
Across the 20 tasks where they differ, Claude Haiku Latest scores higher on 10 (Code Completion, Code Refactoring, Code Documentation and others), GLM 5V Turbo on 10 (SQL Generation, Code Review, Bug Fixing and others).
Pick Claude Haiku Latest if you need lower cost or long documents; pick GLM 5V Turbo if you need video 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?
| Task | Anthropic: Claude Haiku Latest | Z.ai: GLM 5V Turbo |
|---|---|---|
| SQL Generation | 133 | 136 |
| Code Review | 132 | 134 |
| Code Completion | 131 | 116 |
| Code Refactoring | 136 | 133 |
| Bug Fixing | 136 | 138 |
| Unit Test Generation | 124 | 126 |
| Code Documentation | 131 | 128 |
| Regex Writing | 119 | 124 |
| CI/CD Pipelines | 120 | 122 |
| Frontend Component Design | 122 | 128 |
| Data Analysis | 124 | 132 |
| CSV / Spreadsheet Cleanup | 133 | 127 |
| ETL Scripting | 128 | 128 |
| JSON Extraction | 131 | 123 |
| Bulk Data Labeling | 129 | 120 |
| OCR / Document Parsing | 131 | 129 |
| Table Extraction from PDFs | 131 | 129 |
| Long-Document Summarization | 137 | 134 |
| Short-Form Summarization | 123 | 117 |
| Blog Post Writing | 121 | 124 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →