Model Profile
Qwen2.5-Coder-14B-Instruct
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/Qwen2.5-Coder-14B-Instruct
Author: Qwen
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 8
Avg confidence: 11.4%
Evidence points: 38
Raw rows: 10
Weighted rows: 5
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 411,777
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 2, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
BigCodeBench Official
bigcodebench_complete_pct
Normalized value 89.5% · confidence 100.0%
Strongest impact in IDE code completion
bigcodebench_official.bigcodebench_complete_pct · Apr 1, 2026
BigCodeBench Official
bigcodebench_instruct_pct
Normalized value 93.4% · confidence 100.0%
Strongest impact in IDE code completion
bigcodebench_official.bigcodebench_instruct_pct · Apr 1, 2026
Aider Code Editing Leaderboard
percent_correct_pct
Normalized value 64.8% · confidence 100.0%
Strongest impact in Simulation setup assistant
aider_code_editing.percent_correct_pct · Apr 1, 2026
BigCodeBench Official
bigcodebench_hard_complete_pct
Normalized value 72.4% · confidence 100.0%
Strongest impact in IDE code completion
bigcodebench_official.bigcodebench_hard_complete_pct · Apr 1, 2026
Aider Code Editing Leaderboard
correct_edit_format_pct
Normalized value 94.3% · confidence 100.0%
Strongest impact in IDE code completion
aider_code_editing.correct_edit_format_pct · Apr 1, 2026
Some fit rows have limited benchmark evidence.
8 of 8 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
8
Total Measurements
10
Weighted Measurements
5
Weighted Sources
2
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Integration test generation use_case.dev.integration_tests | 11.5% |
| Verilog/VHDL generation use_case.eda.verilog_generation | 10.4% |
| Simulation setup assistant use_case.eng.simulation_setup_assistant | 10.0% |
| IDE code completion use_case.dev.ide_completion | 8.9% |
| Refactoring assistant use_case.dev.refactoring | 8.5% |
| Unit test generation use_case.dev.test_generation | 8.3% |
| Code Review Assistant use_case.dev.code_review_assistant | 8.2% |
| Debugging assistant use_case.dev.debugging | 8.1% |