GLM-4.7 Flash Delivers Affordable Coding Performance

Z.AI's GLM-4.7 Flash is a 31-billion-parameter open-source model released for coding, reasoning, and agentic workflows, offering free API access and local deployment. It records 59% on Software Engineering Bench, 79.5% on TA2 agentic tasks, and 75.2% on GPQA, while pricing lists $0.07 input, $0.01 cached input, and $0.40 output per million tokens.
Key Points
- 1Launches a 31B-parameter open-source model optimized for coding, reasoning, and agentic workflows
- 2Delivers competitive benchmarks (59% coding, 79.5% agentic, 75.2% science), indicating strong domain performance
- 3Enables low-cost adoption with free API tier, token pricing, and local deployment on minimal hardware
Scoring Rationale
Strong product relevance and actionable affordability, backed by official benchmarks, limited by moderate novelty and single-source reporting.
Sources
Public references used for this report.
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