Model Profile
alibaba/qwen3.5-flash
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/alibaba/qwen3-5-flash
Author: alibaba
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 26.0%
Evidence points: 198
Raw rows: 360
Weighted rows: 18
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 93.4% · confidence 100.0%
Strongest impact in Contract Drafting & Redlining
vals_legal_bench.overall_accuracy_pct · Mar 31, 2026
Vals CorpFin v2
overall_accuracy_pct
Normalized value 86.4% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.overall_accuracy_pct · Mar 31, 2026
Vals Finance Agent
overall_accuracy_pct
Normalized value 71.9% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.overall_accuracy_pct · Mar 31, 2026
Vals LiveCodeBench
overall_accuracy_pct
Normalized value 92.8% · confidence 100.0%
Strongest impact in Simulation setup assistant
vals_lcb.overall_accuracy_pct · Mar 31, 2026
Vals Tax Eval v2
overall_accuracy_pct
Normalized value 86.0% · 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 82.5% · 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
107
Total Measurements
360
Weighted Measurements
18
Weighted Sources
12
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% |
| Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction | 23.4% |
| Earnings call synthesis use_case.fin.earnings_call_synthesis | 22.4% |
| 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 | 19.5% |
| Quant research code generation use_case.fin.alpha_research_codegen | 17.1% |
| Component selection assistant use_case.eng.component_selection | 14.9% |
| Simulation setup assistant use_case.eng.simulation_setup_assistant | 14.6% |
| Contract Drafting & Redlining use_case.legal.contract_drafting | 13.1% |
| Knowledge base Q&A (fast, no citations) use_case.business.kb_qna_fast | 12.9% |