conditional ready Current free model
Nex AGI: Nex-N2-Pro (free)
nex-agi/nex-n2-pro:free
Denne side er genereret fra Hermes LLM knowledge registry. Den viser status, research, test-evidens og næste testplan. Free-status er midlertidig metadata, ikke sidens formål.
Capabilities
frequency_penaltyinclude_reasoninglogprobsmax_tokensreasoningresponse_formatstructured_outputstemperaturetool_choicetoolstop_ktop_p
Input modalities: text, image
Recommended use cases
- Reasoning/planning tasks with explicit constraints and step checks
- Structured extraction or validated JSON outputs, with parser validation
- Tool-using agent tasks with evidence-grounded final answers
- Vision or multimodal analysis where image input is needed
Skills and prompt patterns
- Mini-skill: use tools before claims, cite source/tool IDs, do not invent results, no production authority
- Reasoning guardrail: final answer must separate evidence, assumptions, and recommendation
Best practices
- Use external source evidence before final recommendation; keep local eval evidence authoritative for behavior.
- Start with low-temperature deterministic tests before creative tasks
- Log provider, returned model, latency, status, score, prompt/skill version, and redacted errors
- Persist every result immediately, including bad outcomes
- Do not test capabilities that catalog/provider metadata says are unsupported
- Prefer native tool/function calling over brittle strict JSON when tool support exists
- Validate structured outputs with an external parser; do not trust raw format claims
Test evidence
Status counts
{"200": 186}
Provider counts
{"SiliconFlow": 68, "Nex AGI": 115, "unknown": 3}
Bad signals
{"empty_output": 16}
Recent records
| Lane | Scenario | Status | Provider | Score | Signal |
|---|
| optimal_tools_skills | optimal_policy_dry_run | 200 | Nex AGI | 100.0 | |
| optimal_tools_skills | optimal_research_synthesis | 200 | Nex AGI | 100.0 | |
| optimal_tools_skills | optimal_file_diagnosis | 200 | Nex AGI | 100.0 | |
| optimal_tools_skills | optimal_policy_dry_run | 200 | Nex AGI | 100.0 | |
| optimal_tools_skills | optimal_research_synthesis | 200 | Nex AGI | 100.0 | |
| optimal_tools_skills | optimal_file_diagnosis | 200 | Nex AGI | 100.0 | |
| targeted_model_eval | t6_expiry_priority | 200 | Nex AGI | | |
| targeted_model_eval | t6_expiry_priority | 200 | SiliconFlow | | |
Next test plan
researchsmokemodel_specific_optimaltools_skillsworkflow_langgraph_mockvision_multimodalfinal_recommendation_pagevalidator_loopstructured_output_validationreasoning_planning
No skipped lanes recorded.
Research sources
External source enrichment present: yes
Recommendation status
conditional ready: Can be listed as conditionally recommended with explicit caveats and follow-up checks.
Recommended roles
tool_using_agent_candidate
Risks and caveats
- soft: empty_output (16)
- policy: free_status_is_transient (1)