James Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-03.
James has a Nerq Trust Score of 51 (D).
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | Qwen/Qwen3.8-Flash-Next | 90 | A | 4.7k | Higher trust (90 vs 51); Much larger community; Category: image-text-to-text |
| 2 | zai-org/GLM-5.3-Flash | 90 | A | 1.9k | Higher trust (90 vs 51); Much larger community; Category: image-text-to-text |
| 3 | ornith-ai/Ornith-1.5-35B-A3B-GGUF | 89 | A | 300 | Higher trust (89 vs 51); Much larger community; Category: text-generation |
| 4 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 51); Much larger community; Category: infrastructure |
| 5 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 51); Much larger community; Category: security |
| 6 | Giskard-AI/giskard-oss | 86 | A | 5.1k | Higher trust (86 vs 51); Much larger community; Category: AI tool |
| 7 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 51); Much larger community; Category: infrastructure |
| 8 | unsloth/Qwen3.8-Flash-Next-GGUF | 84 | A- | 680 | Higher trust (84 vs 51); Much larger community; Category: image-text-to-text |
| 9 | Qwen/Qwen3.8-Flash-Next-FP8 | 84 | A- | 180 | Higher trust (84 vs 51); Much larger community; Category: image-text-to-text |
| 10 | empero-ai/Qwen3.8-9B-Distill-GGUF | 84 | A- | 161 | Higher trust (84 vs 51); Much larger community; Category: text-generation |
| 11 | hiyouga/LlamaFactory | 84 | A | 67.8k | Higher trust (84 vs 51); Much larger community; Category: research |
| 12 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 51); Much larger community; Category: coding |
| 13 | pydantic/logfire | 84 | A | 4.0k | Higher trust (84 vs 51); Much larger community; Category: infrastructure |
| 14 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 51); Much larger community; Category: infrastructure |
| 15 | livekit/agents | 83 | A | 9.4k | Higher trust (83 vs 51); Much larger community; Category: coding |
Compare
- James vs Qwen/Qwen3.8-Flash-Next
- James vs zai-org/GLM-5.3-Flash
- James vs ornith-ai/Ornith-1.5-35B-A3B-GGUF
- James vs IBM/mcp-context-forge
- James vs promptfoo/promptfoo
FAQ
What are the best alternatives to James?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from James?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank James alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.