Model Profile
gemma-2-27b-it
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: google/gemma-2-27b-it
Author: google
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 16.2%
Evidence points: 73
Raw rows: 124
Weighted rows: 10
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 394,781
Intelligence Profile
Dimension Breakdown
No accuracy benchmarks found
* Low confidence — limited benchmark evidence for this dimension
4/5 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 67.4% · 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 89.8% · confidence 100.0%
Strongest impact in Social post generation
eq_bench.eq_bench_score · Apr 1, 2026
UGI Leaderboard
Writing ✍️
Normalized value 45.2% · confidence 100.0%
Strongest impact in Poetry and lyrics
ugi_main.writing · Apr 1, 2026
DuckDB NSQL Leaderboard
hard_execution_accuracy
Normalized value 25.1% · confidence 100.0%
Strongest impact in SQL debugging
duckdb_nsql_leaderboard.hard_execution_accuracy · Apr 1, 2026
LM Arena Hard Auto v0.1
score
Normalized value 68.3% · confidence 100.0%
Strongest impact in Social post generation
lmarena_arena_hard_v01.score · Apr 1, 2026
UGI Leaderboard
Entertainment
Normalized value 20.0% · confidence 100.0%
Strongest impact in Poetry and lyrics
ugi_main.entertainment · 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
25
Total Measurements
124
Weighted Measurements
10
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 | 12.0% |
| Social post generation use_case.mkt.social_post_generation | 11.0% |
| Campaign brief use_case.mkt.campaign_brief | 11.0% |
| Product positioning and messaging use_case.mkt.product_positioning | 11.0% |
| Data quality assistant use_case.data.data_quality_assistant | 10.4% |
| Personalized sales outreach use_case.mkt.sales_outreach_personalized | 10.4% |
| Ad copy variants use_case.mkt.ad_copy_variants | 10.4% |
| SQL debugging use_case.data.sql_debugging | 10.0% |
| Executive brief from metrics use_case.data.exec_brief_from_metrics | 9.4% |
| Insight mining from text corpora use_case.data.insight_mining | 9.0% |
| Text-to-SQL analyst assistant use_case.data.text_to_sql | 8.0% |
| Poetry and lyrics use_case.creative.poetry_lyrics | 7.7% |