Model Profile
gpt-4o-20241120
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/openai/gpt-4o-20241120
Author: openai
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 34.6%
Evidence points: 190
Raw rows: 289
Weighted rows: 24
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 0
Intelligence Profile
Dimension Breakdown
No eq benchmarks found
No creativity benchmarks found
No based benchmarks found
* Low confidence — limited benchmark evidence for this dimension
2/5 dimensions scored · Last updated Apr 21, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
DuckDB NSQL Leaderboard
all_execution_accuracy
Normalized value 96.2% · confidence 100.0%
Strongest impact in Metric definition workshop
duckdb_nsql_leaderboard.all_execution_accuracy · Apr 1, 2026
DuckDB NSQL Leaderboard
hard_execution_accuracy
Normalized value 75.0% · confidence 100.0%
Strongest impact in SQL debugging
duckdb_nsql_leaderboard.hard_execution_accuracy · Apr 1, 2026
BIRD-CRITIC
success_rate_open_pct
Normalized value 55.6% · confidence 100.0%
Strongest impact in SQL debugging
bird_critic.success_rate_open_pct · Apr 1, 2026
BigCodeBench Official
bigcodebench_complete_pct
Normalized value 93.6% · confidence 100.0%
Strongest impact in Verilog/VHDL generation
bigcodebench_official.bigcodebench_complete_pct · Apr 1, 2026
Aider Code Editing Leaderboard
percent_correct_pct
Normalized value 80.0% · confidence 100.0%
Strongest impact in Simulation setup assistant
aider_code_editing.percent_correct_pct · Apr 1, 2026
BigCodeBench Official
bigcodebench_instruct_pct
Normalized value 93.0% · confidence 100.0%
Strongest impact in Integration test generation
bigcodebench_official.bigcodebench_instruct_pct · Apr 1, 2026
Coverage Diagnostics
actively scoredUse-Case Scores
114
Total Measurements
289
Weighted Measurements
24
Weighted Sources
16
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| SQL debugging use_case.data.sql_debugging | 24.4% |
| Metric definition workshop use_case.data.metric_definition_workshop | 23.6% |
| Integration test generation use_case.dev.integration_tests | 22.1% |
| Verilog/VHDL generation use_case.eda.verilog_generation | 21.4% |
| Simulation setup assistant use_case.eng.simulation_setup_assistant | 20.1% |
| Data quality assistant use_case.data.data_quality_assistant | 20.1% |
| Text-to-SQL analyst assistant use_case.data.text_to_sql | 18.8% |
| Insight mining from text corpora use_case.data.insight_mining | 18.3% |
| Executive brief from metrics use_case.data.exec_brief_from_metrics | 18.1% |
| Unit test generation use_case.dev.test_generation | 17.5% |
| Refactoring assistant use_case.dev.refactoring | 17.4% |
| Debugging assistant use_case.dev.debugging | 16.6% |