Model Profile

GLM-4.7

Name: GLM-4.7
Author: zai-org

4,096 ctxOpen weights

Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.

Identity

ID: zai-org/GLM-4.7

Author: zai-org

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 6

Avg confidence: 21.9%

Evidence points: 63

Raw rows: 59

Weighted rows: 12

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 124,644

Some fit rows have limited benchmark evidence.

5 of 6 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

Weighted Measurements

Weighted Sources

Raw Source Coverage

openhands_index 13artificialanalysis_llm_performance 9swe_rebench_leaderboard 7artificialanalysis_cost_quality_frontier 6artificialanalysis_deployment_perf 5browsecomp_plus_leaderboard 4

Weighted Source Coverage

openhands_index 5openhands_issue_resolution 2livesqlbench 1openhands_frontend 1openhands_greenfield 1openhands_information_gathering 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Agentic bug fixing use_case.dev.agentic_bug_fixing	developer_tools	8.9%	23.5%	11	OpenHands Issue Resolution: issue_resolution_score_pct
PR review agent use_case.dev.pr_review_agent	developer_tools	8.6%	22.9%	11	OpenHands Issue Resolution: issue_resolution_score_pct
Code generation use_case.dev.code_generation	developer_tools	7.6%	24.2%	11	OpenHands Issue Resolution: issue_resolution_score_pct
CAD scripting helper use_case.eng.cad_scripting_helper	engineering	7.4%	24.3%	10	OpenHands Issue Resolution: issue_resolution_score_pct
IDE code completion use_case.dev.ide_completion	developer_tools	6.7%	25.6%	11	OpenHands Issue Resolution: issue_resolution_score_pct
Quant research code generation use_case.fin.alpha_research_codegen	finance	3.5%	11.1%	9	OpenHands Issue Resolution: issue_resolution_score_pct

Deployment Fit Calculator

Model

GLM-4.7

zai-org/GLM-4.7

Hardware

Quantization: 4-bit

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU	4-bit	6-bit	8-bit
RTX 3060 12GB	Insufficient	Insufficient	Insufficient
RTX 3090 24GB	Insufficient	Insufficient	Insufficient
RTX 4090 24GB	Insufficient	Insufficient	Insufficient
Mac Studio M2 Ultra 192GB	Insufficient	Insufficient	Insufficient