Model Profile
Qwen3-30B-A3B
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: Qwen/Qwen3-30B-A3B
Author: Qwen
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 15.7%
Evidence points: 69
Raw rows: 37
Weighted rows: 11
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 1,107,431
Intelligence Profile
Dimension Breakdown
No accuracy 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 73.1% · confidence 100.0%
Strongest impact in Metric definition workshop
duckdb_nsql_leaderboard.all_execution_accuracy · Apr 1, 2026
EQ-Bench Leaderboard
eq_bench_score
Normalized value 73.6% · confidence 100.0%
Strongest impact in Social post generation
eq_bench.eq_bench_score · Apr 1, 2026
DuckDB NSQL Leaderboard
hard_execution_accuracy
Normalized value 50.0% · confidence 100.0%
Strongest impact in SQL debugging
duckdb_nsql_leaderboard.hard_execution_accuracy · Apr 1, 2026
LanguageBench Translation Official (Split)
translation_to:bleu
Normalized value 6.3% · confidence 100.0%
Strongest impact in Brand voice localization
languagebench_translation_official.translation_to_bleu · Apr 1, 2026
LanguageBench
overall:mean
Normalized value 5.0% · confidence 100.0%
Strongest impact in Historical document summarization
languagebench.overall_mean · Apr 1, 2026
Arena-Hard-Auto v2
hard_score_pct
Normalized value 30.6% · confidence 100.0%
Strongest impact in Social post generation
arena_hard_auto_v2.hard_score_pct · Apr 1, 2026
Some fit rows have limited benchmark evidence.
12 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
28
Total Measurements
37
Weighted Measurements
11
Weighted Sources
6
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Metric definition workshop use_case.data.metric_definition_workshop | 12.9% |
| SQL debugging use_case.data.sql_debugging | 11.4% |
| Data quality assistant use_case.data.data_quality_assistant | 10.4% |
| Executive brief from metrics use_case.data.exec_brief_from_metrics | 9.4% |
| Text-to-SQL analyst assistant use_case.data.text_to_sql | 9.1% |
| Insight mining from text corpora use_case.data.insight_mining | 9.1% |
| Social post generation use_case.mkt.social_post_generation | 6.3% |
| Product positioning and messaging use_case.mkt.product_positioning | 6.3% |
| Campaign brief use_case.mkt.campaign_brief | 6.3% |
| Brand voice localization use_case.mkt.brand_voice_localization | 4.0% |
| Historical document summarization use_case.history.historical_doc_summarization | 3.0% |
| Tail spend categorization use_case.proc.tail_spend_categorization | 2.9% |