Model Profile

GLM-4.7

Name: GLM-4.7
Rating: 0.8 (76 reviews)
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: 7

Avg confidence: 21.1%

Evidence points: 76

Raw rows: 98

Weighted rows: 15

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 124,644

Intelligence Profile

Dimension Breakdown

IQ2 benchmarks

30.4%*

EQ0 benchmarks

No eq benchmarks found

Insufficient data

Accuracy2 benchmarks

74.3%*

Creativity2 benchmarks

78.2%*

Based1 benchmark

65.0%*

* Low confidence — limited benchmark evidence for this dimension

4/5 dimensions scored · Last updated Apr 21, 2026

Benchmark Signals

Click through to the benchmark source behind this model profile.

OpenHands Issue Resolution

issue_resolution_score_pct

2.4%

Normalized value 59.0% · confidence 100.0%

Strongest impact in Agentic bug fixing

openhands_issue_resolution.issue_resolution_score_pct · Apr 1, 2026

OpenHands Index

issue_resolution_score_pct

1.7%

Normalized value 59.0% · confidence 100.0%

Strongest impact in CAD scripting helper

openhands_index.issue_resolution_score_pct · Apr 1, 2026

OpenHands Index

information_gathering_score_pct

0.8%

Normalized value 60.9% · confidence 100.0%

Strongest impact in Function Calling / Tool Use Agent

openhands_index.information_gathering_score_pct · Apr 1, 2026

OpenHands Information Gathering

information_gathering_score_pct

0.7%

Normalized value 60.9% · confidence 100.0%

Strongest impact in IDE code completion

openhands_information_gathering.information_gathering_score_pct · Apr 1, 2026

OpenHands Issue Resolution

information_gathering_score_pct

0.5%

Normalized value 60.9% · confidence 100.0%

Strongest impact in IDE code completion

openhands_issue_resolution.information_gathering_score_pct · Apr 1, 2026

OpenHands Frontend

frontend_score_pct

0.3%

Normalized value 21.1% · confidence 100.0%

Strongest impact in IDE code completion

openhands_frontend.frontend_score_pct · Apr 1, 2026

Some fit rows have limited benchmark evidence.

7 of 7 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

ugi_main 60openhands_index 13livebench_official 6browsecomp_plus_leaderboard 4openhands_issue_resolution 4openhands_frontend 2

Weighted Source Coverage

openhands_index 5ugi_main 3openhands_issue_resolution 2livesqlbench 1openhands_frontend 1openhands_greenfield 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	8.0%	21.3%	11	OpenHands Issue Resolution: issue_resolution_score_pct
PR review agent use_case.dev.pr_review_agent	developer_tools	7.8%	20.8%	11	OpenHands Issue Resolution: issue_resolution_score_pct
Autonomous Coding Agent use_case.dev.autonomous_coding_agent	developer_tools	6.7%	22.2%	11	OpenHands Issue Resolution: issue_resolution_score_pct
Code generation use_case.dev.code_generation	developer_tools	6.7%	21.1%	11	OpenHands Issue Resolution: issue_resolution_score_pct
Function Calling / Tool Use Agent use_case.dev.function_calling_agent	developer_tools	6.6%	19.5%	11	OpenHands Issue Resolution: issue_resolution_score_pct
CAD scripting helper use_case.eng.cad_scripting_helper	engineering	6.3%	20.5%	10	OpenHands Issue Resolution: issue_resolution_score_pct
IDE code completion use_case.dev.ide_completion	developer_tools	5.8%	22.1%	11	OpenHands Issue Resolution: issue_resolution_score_pct