huggingface/lighteval Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-26.
huggingface/lighteval has a Nerq Trust Score of 61 (C). Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 61); Much larger community |
| 2 | RLinf/RLinf | 78 | B | 2.5k | Higher trust (78 vs 61); More stars |
| 3 | UnicomAI/wanwu | 78 | B | 4.1k | Higher trust (78 vs 61); More stars |
| 4 | yamadashy/repomix | 76 | B | 22.0k | Higher trust (76 vs 61); Much larger community |
| 5 | InternLM/xtuner | 76 | B | 5.1k | Higher trust (76 vs 61); Much larger community |
| 6 | MemMachine/MemMachine | 76 | B | 4.4k | Higher trust (76 vs 61); More stars |
| 7 | JudgmentLabs/judgeval | 76 | B | 1.0k | Higher trust (76 vs 61) |
| 8 | ruvnet/claude-flow | 76 | B | 14.4k | Higher trust (76 vs 61); Much larger community |
| 9 | MODSetter/SurfSense | 76 | B | 13.1k | Higher trust (76 vs 61); Much larger community |
| 10 | AgentEra/Agently | 76 | B | 1.5k | Higher trust (76 vs 61) |
| 11 | microsoft/ai-agents-for-beginners | 75 | B | 51.9k | Higher trust (75 vs 61); Much larger community |
| 12 | openclaw/openclaw | 75 | B | 218.2k | Higher trust (75 vs 61); Much larger community |
| 13 | faisalman/ua-parser-js | 75 | B | 10.1k | Higher trust (75 vs 61); Much larger community |
| 14 | SimpleMem | 75 | B | 2.8k | Higher trust (75 vs 61); More stars |
| 15 | Dicklesworthstone/agentic_coding_flywheel_setup | 74 | B | 1.3k | Higher trust (74 vs 61) |
Compare
- huggingface/lighteval vs Giskard-AI/giskard-oss
- huggingface/lighteval vs RLinf/RLinf
- huggingface/lighteval vs UnicomAI/wanwu
- huggingface/lighteval vs yamadashy/repomix
- huggingface/lighteval vs InternLM/xtuner
FAQ
What are the best alternatives to huggingface/lighteval?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from huggingface/lighteval?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank huggingface/lighteval alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.