traceml Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-25.
traceml has a Nerq Trust Score of 53 (D). Engine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | PrunaAI/Pruna-Q-Image-2.1 | 84 | A- | 157 | Higher trust (84 vs 53); Much larger community; Category: text-to-image |
| 2 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 53); Much larger community; Category: coding |
| 3 | huyydangg/huydang-dek21-embedding | 83 | A- | 40 | Higher trust (83 vs 53); Much larger community; Category: sentence-similarity |
| 4 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 53); Much larger community; Category: infrastructure |
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 53); Much larger community; Category: infrastructure |
| 6 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 53); Much larger community; Category: security |
| 7 | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 82 | A- | 2.0k | Higher trust (82 vs 53); Much larger community; Category: image-text-to-text |
| 8 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 53); Much larger community; Category: infrastructure |
| 9 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 53); Much larger community; Category: finance |
| 10 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 53); Much larger community; Category: AI tool |
| 11 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 53); Much larger community; Category: communication |
| 12 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 53); Much larger community; Category: communication |
| 13 | stacklok/toolhive | 81 | A | 1.6k | Higher trust (81 vs 53); Much larger community; Category: infrastructure |
| 14 | mikeyobrien/ralph-orchestrator | 81 | A | 2.4k | Higher trust (81 vs 53); Much larger community; Category: infrastructure |
| 15 | ccmanager | 80 | A | 831 | Higher trust (80 vs 53); Much larger community; Category: coding |
Compare
- traceml vs PrunaAI/Pruna-Q-Image-2.1
- traceml vs tech-leads-club/agent-skills
- traceml vs huyydangg/huydang-dek21-embedding
- traceml vs IBM/mcp-context-forge
- traceml vs vstorm-co/full-stack-fastapi-nextjs-llm-template
FAQ
What are the best alternatives to traceml?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from traceml?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank traceml alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.