Model Profile
GLM-4.5
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: zai-org/GLM-4.5
Author: zai-org
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 11.7%
Evidence points: 51
Raw rows: 101
Weighted rows: 7
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 33,921
Intelligence Profile
Dimension Breakdown
* Low confidence — limited benchmark evidence for this dimension
5/5 dimensions scored · Last updated Apr 14, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
SWE-bench Verified Leaderboard
swe_verified_resolved_pct
Normalized value 80.8% · confidence 100.0%
Strongest impact in Verilog/VHDL generation
swebench_verified_official.swe_verified_resolved_pct · Apr 1, 2026
EQ-Bench Leaderboard
eq_bench_score
Normalized value 93.3% · confidence 100.0%
Strongest impact in Social post generation
eq_bench.eq_bench_score · Apr 1, 2026
UGI Leaderboard
Entertainment
Normalized value 94.7% · confidence 100.0%
Strongest impact in Adult ERP roleplay (explicit)
ugi_main.entertainment · Apr 1, 2026
UGI Leaderboard
Writing ✍️
Normalized value 74.6% · confidence 100.0%
Strongest impact in Adult ERP roleplay (explicit)
ugi_main.writing · Apr 1, 2026
MathArena Models
average_score_pct
Normalized value 51.3% · confidence 100.0%
Strongest impact in Social post generation
matharena_models.average_score_pct · Apr 1, 2026
SciArena Leaderboard
rating_elo
Normalized value 53.0% · confidence 100.0%
Strongest impact in Social post generation
sciarena_leaderboard.rating_elo · 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
13
Total Measurements
101
Weighted Measurements
7
Weighted Sources
5
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Poetry and lyrics use_case.creative.poetry_lyrics | 10.3% |
| Screenplay scene writing use_case.creative.screenplay_scene | 10.3% |
| Social post generation use_case.mkt.social_post_generation | 9.6% |
| Campaign brief use_case.mkt.campaign_brief | 9.6% |
| Product positioning and messaging use_case.mkt.product_positioning | 9.6% |
| Verilog/VHDL generation use_case.eda.verilog_generation | 9.4% |
| Personalized sales outreach use_case.mkt.sales_outreach_personalized | 9.1% |
| Ad copy variants use_case.mkt.ad_copy_variants | 9.1% |
| Adult ERP roleplay (explicit) use_case.adult.erp_roleplay | 9.1% |
| Kubernetes manifest generation use_case.sre.iac_k8s | 8.6% |
| Terraform generation use_case.sre.iac_terraform | 8.6% |
| Config debugging use_case.sre.config_debugging | 8.6% |