Model Profile
anthropic/claude-opus-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/anthropic/claude-opus-4-7
Author: anthropic
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 29.4%
Evidence points: 270
Raw rows: 456
Weighted rows: 45
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 0
Intelligence Profile
Dimension Breakdown
No eq benchmarks found
* Low confidence — limited benchmark evidence for this dimension
4/5 dimensions scored · Last updated Apr 30, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
Vals Finance Agent
overall_accuracy_pct
Normalized value 100.0% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.overall_accuracy_pct · Apr 30, 2026
Vals CorpFin v2
overall_accuracy_pct
Normalized value 94.1% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.overall_accuracy_pct · Apr 30, 2026
OpenHands Index
average_score_pct
Normalized value 100.0% · confidence 100.0%
Strongest impact in IDE code completion
openhands_index.average_score_pct · Apr 30, 2026
OpenHands Issue Resolution
issue_resolution_score_pct
Normalized value 82.4% · confidence 100.0%
Strongest impact in CAD scripting helper
openhands_issue_resolution.issue_resolution_score_pct · Apr 30, 2026
Vals Finance Agent
complex_retrieval_accuracy_pct
Normalized value 90.9% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.complex_retrieval_accuracy_pct · Apr 30, 2026
OpenHands Index
issue_resolution_score_pct
Normalized value 82.4% · confidence 100.0%
Strongest impact in CAD scripting helper
openhands_index.issue_resolution_score_pct · Apr 30, 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
116
Total Measurements
456
Weighted Measurements
45
Weighted Sources
21
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Thesis red teaming use_case.fin.thesis_red_team | 31.9% |
| Earnings call synthesis use_case.fin.earnings_call_synthesis | 28.8% |
| Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative | 28.6% |
| Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction | 27.4% |
| Quant research code generation use_case.fin.alpha_research_codegen | 27.3% |
| KYC profile synthesis use_case.fin.kyc_profile_synthesis | 27.3% |
| AML alert triage use_case.fin.aml_alert_triage | 27.3% |
| Filings summarization (10-K/10-Q) use_case.fin.filings_summarization | 25.5% |
| IDE code completion use_case.dev.ide_completion | 23.0% |
| CAD scripting helper use_case.eng.cad_scripting_helper | 22.1% |
| Cross-paper contradiction analysis use_case.bio.paper_contradictions | 21.2% |
| Literature synthesis with citations use_case.bio.literature_synthesis | 21.2% |