Model Profile
zai/glm-5-thinking
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/zai/glm-5-thinking
Author: zai
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 25.9%
Evidence points: 187
Raw rows: 345
Weighted rows: 19
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 21, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
Vals Legal Bench
overall_accuracy_pct
Normalized value 93.0% · confidence 100.0%
Strongest impact in Contract Drafting & Redlining
vals_legal_bench.overall_accuracy_pct · Mar 31, 2026
Vals Finance Agent
overall_accuracy_pct
Normalized value 83.9% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.overall_accuracy_pct · Mar 31, 2026
Vals CorpFin v2
overall_accuracy_pct
Normalized value 84.5% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.overall_accuracy_pct · Mar 31, 2026
Vals SWE-bench
overall_accuracy_pct
Normalized value 83.6% · confidence 100.0%
Strongest impact in Simulation setup assistant
vals_swebench.overall_accuracy_pct · Mar 31, 2026
Vals LiveCodeBench
overall_accuracy_pct
Normalized value 90.9% · confidence 100.0%
Strongest impact in Simulation setup assistant
vals_lcb.overall_accuracy_pct · Mar 31, 2026
Vals CorpFin v2
shared_max_context_accuracy_pct
Normalized value 89.6% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.shared_max_context_accuracy_pct · Mar 31, 2026
Some fit rows have limited benchmark evidence.
5 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
104
Total Measurements
345
Weighted Measurements
19
Weighted Sources
11
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Thesis red teaming use_case.fin.thesis_red_team | 24.8% |
| Earnings call synthesis use_case.fin.earnings_call_synthesis | 22.4% |
| Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction | 22.3% |
| Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative | 22.0% |
| KYC profile synthesis use_case.fin.kyc_profile_synthesis | 21.1% |
| AML alert triage use_case.fin.aml_alert_triage | 21.1% |
| Filings summarization (10-K/10-Q) use_case.fin.filings_summarization | 19.6% |
| Component selection assistant use_case.eng.component_selection | 17.3% |
| Simulation setup assistant use_case.eng.simulation_setup_assistant | 16.5% |
| Quant research code generation use_case.fin.alpha_research_codegen | 16.3% |
| Runbook step assistant use_case.sre.runbook_steps | 14.0% |
| Contract Drafting & Redlining use_case.legal.contract_drafting | 13.6% |