Model Profile
z-ai/glm-4.7
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: external/z-ai/glm-4-7
Author: z-ai
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 27.5%
Evidence points: 219
Raw rows: 411
Weighted rows: 22
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 0
Intelligence Profile
Dimension Breakdown
No eq benchmarks found
No accuracy benchmarks found
No creativity benchmarks found
No based benchmarks found
1/5 dimensions scored · Last updated Apr 23, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
Vals Finance Agent
overall_accuracy_pct
Normalized value 72.4% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.overall_accuracy_pct · Mar 31, 2026
Sonar Java Quality Leaderboard
functional_skill_pct
Normalized value 68.4% · confidence 100.0%
Strongest impact in Code Review Assistant
sonar_java_quality.functional_skill_pct · Apr 1, 2026
Vals Tax Eval v2
overall_accuracy_pct
Normalized value 76.3% · confidence 100.0%
Strongest impact in Accounts payable invoice extraction (text)
vals_tax_eval_v2.overall_accuracy_pct · Mar 31, 2026
Vals CorpFin v2
shared_max_context_accuracy_pct
Normalized value 74.9% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.shared_max_context_accuracy_pct · Mar 31, 2026
Sonar Java Quality Leaderboard
issue_density_error_per_kloc
Normalized value 65.2% · confidence 100.0%
Strongest impact in Code Review Assistant
sonar_java_quality.issue_density_error_per_kloc · Apr 1, 2026
Vals Finance Agent
complex_retrieval_accuracy_pct
Normalized value 54.5% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.complex_retrieval_accuracy_pct · Mar 31, 2026
Some fit rows have limited benchmark evidence.
2 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
125
Total Measurements
411
Weighted Measurements
22
Weighted Sources
13
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Thesis red teaming use_case.fin.thesis_red_team | 20.5% |
| Quant research code generation use_case.fin.alpha_research_codegen | 19.7% |
| Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction | 19.6% |
| Earnings call synthesis use_case.fin.earnings_call_synthesis | 18.5% |
| Refactoring assistant use_case.dev.refactoring | 18.4% |
| Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative | 18.2% |
| Debugging assistant use_case.dev.debugging | 17.6% |
| AML alert triage use_case.fin.aml_alert_triage | 17.5% |
| KYC profile synthesis use_case.fin.kyc_profile_synthesis | 17.5% |
| Verilog/VHDL generation use_case.eda.verilog_generation | 17.1% |
| Code Review Assistant use_case.dev.code_review_assistant | 16.4% |
| Filings summarization (10-K/10-Q) use_case.fin.filings_summarization | 16.2% |