Model Profile
gpt-4o
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
Author: openai
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 36.8%
Evidence points: 176
Raw rows: 221
Weighted rows: 39
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 0
Price / 1M tokens: $0.26 (blended 3:1)
Intelligence Profile
Dimension Breakdown
* Low confidence — limited benchmark evidence for this dimension
5/5 dimensions scored · Last updated Apr 21, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
EQ-Bench Leaderboard
judgemark_score
Normalized value 74.3% · confidence 100.0%
Strongest impact in Screenplay scene writing
eq_bench.judgemark_score · Apr 1, 2026
DuckDB NSQL Leaderboard
all_execution_accuracy
Normalized value 76.9% · confidence 100.0%
Strongest impact in Metric definition workshop
duckdb_nsql_leaderboard.all_execution_accuracy · Apr 1, 2026
JSONSchemaBench Leaderboard
medium_schema_compliance_pct
Normalized value 100.0% · confidence 100.0%
Strongest impact in Metric definition workshop
jsonschemabench_leaderboard.medium_schema_compliance_pct · Mar 31, 2026
CRMArena Function Calling
overall_score_pct
Normalized value 82.1% · confidence 100.0%
Strongest impact in Social post generation
crmarena_leaderboard.overall_score_pct · Apr 1, 2026
EQ-Bench Leaderboard
eq_bench_score
Normalized value 92.8% · confidence 100.0%
Strongest impact in Social post generation
eq_bench.eq_bench_score · Apr 1, 2026
JSONSchemaBench Leaderboard
hard_schema_compliance_pct
Normalized value 100.0% · confidence 100.0%
Strongest impact in Metric definition workshop
jsonschemabench_leaderboard.hard_schema_compliance_pct · Mar 31, 2026
Coverage Diagnostics
actively scoredUse-Case Scores
129
Total Measurements
221
Weighted Measurements
39
Weighted Sources
21
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Metric definition workshop use_case.data.metric_definition_workshop | 30.3% |
| Data quality assistant use_case.data.data_quality_assistant | 24.2% |
| Personalized sales outreach use_case.mkt.sales_outreach_personalized | 23.8% |
| Ad copy variants use_case.mkt.ad_copy_variants | 23.8% |
| SQL debugging use_case.data.sql_debugging | 23.6% |
| Insight mining from text corpora use_case.data.insight_mining | 22.8% |
| Executive brief from metrics use_case.data.exec_brief_from_metrics | 21.8% |
| Social post generation use_case.mkt.social_post_generation | 20.8% |
| Campaign brief use_case.mkt.campaign_brief | 20.8% |
| Product positioning and messaging use_case.mkt.product_positioning | 20.8% |
| Text-to-SQL analyst assistant use_case.data.text_to_sql | 20.3% |
| Screenplay scene writing use_case.creative.screenplay_scene | 19.7% |