N71
N71 is an AI model-system company whose current public portfolio pairs N71 systems with Kimi K3 for Frontier, GLM-5.2 for Reason, and Qwen3-32B for Inquiry. A separate N71 Government surface positions sovereign agent orchestration for deployment inside approved UAE cloud environments.
N71 matters because its current offer is broader than the earlier shared-context-graph description. Readers now need to distinguish the three public model-system tiers, vendor-reported benchmark claims, deployment requirements, and the separate sovereignty and governance promises made for government customers.
The current official N71 site presents Frontier, Reason, and Inquiry systems based on Kimi K3, GLM-5.2, and Qwen3-32B, and publishes N71-reported results for reasoning, coding, memory, and recall evaluations. The N71 Government site separately describes sovereign agent orchestration inside approved UAE cloud environments, in-country data handling, governance controls, and evidence-backed operations. These are vendor claims that require workload-specific and deployment-specific verification.
- Evaluate N71 Frontier for high-capability reasoning and coding workloads.
- Compare N71 Reason and Inquiry for different capability, latency, and deployment needs.
- Assess sovereign agent orchestration for approved UAE cloud environments.
- Verify vendor-reported reasoning, coding, memory, and recall results on a real workload.
N71 now presents three named systems rather than one shared-context product. Frontier is shown with Kimi K3, Reason with GLM-5.2, and Inquiry with Qwen3-32B. The site describes them as different capability and deployment tiers, but does not publish enough implementation detail to infer that the underlying models were merged or retrained.
- Frontier: the highest-capability public tier, presented with Kimi K3.
- Reason: a reasoning-oriented tier, presented with GLM-5.2.
- Inquiry: a smaller inquiry-oriented tier, presented with Qwen3-32B.
N71 publishes results across GPQA, LiveCodeBench, MEME memory, MRCRv2 recall, and Switchboard. Treat those numbers as vendor-reported until the exact model configuration, harness, prompts, scoring, and independent reproduction are available. The useful reader job is choosing a system to evaluate, not treating one table as a universal ranking.
N71 Government describes agent orchestration inside approved UAE cloud environments, with data kept in-country and governance, evidence, and agent controls. That is a deployment and operating claim for a specific government surface, not proof that every N71 product is available in every region or satisfies every compliance regime.
Source confidence
N71 FAQ
Common questions about N71.
What are N71 Frontier, Reason, and Inquiry?+
They are the three model-system tiers on N71's current public site. Frontier is presented with Kimi K3, Reason with GLM-5.2, and Inquiry with Qwen3-32B. N71 does not publish enough implementation detail on that page to assume the underlying models were merged or retrained.
Are N71 benchmark results independently verified?+
The current public results should be treated as vendor-reported. Before choosing a system, verify the exact model and system configuration, evaluation harness, prompts, scoring, deployment environment, and performance on your own workload.
Does N71 offer sovereign deployment?+
N71 Government describes sovereign agent orchestration inside approved UAE cloud environments with in-country data handling and governance controls. Confirm the exact cloud, tenancy, data-flow, audit, residency, and compliance terms directly for the intended deployment.