A credible software-only control layer for agent pilots, distinct from the BlueField-4-dependent Sentry reference design. HubAI withholds a score until adversarial testing measures bypass resistance, credential handling, audit completeness, recovery, overhead and complete cost.
No sign-in needed. Rate your experience; you can change your vote.
Not yet scored. No completed HubAI same-task test record is published. The supplier information below is separate from independent test results.
Test output accuracy, retries, reviewer effort, data handling and total cost using the pilot below. No completion date is scheduled; a score will require a published method and results.
Open-source software under Apache-2.0 with no published seat price; compute, model, tool, integration, monitoring and review costs remain separate · Profile record only; separate pricing check not recorded: 29 September 2026. Currency and UK VAT to confirm.
Pricing freshness: Check date not recorded.
Teams can evaluate the software runtime without NVIDIA hardware, but the full hardware-backed architecture is a separate infrastructure and procurement decision.
NVIDIA Open Agent Safety Platform launch ↗NVIDIA OpenShell is designed for teams that need sandbox, policy, credential and audit controls around autonomous coding or operational agents. HubAI treats it as a workflow purchase rather than a novelty: the relevant question is whether it produces an acceptable result repeatedly, with controls your team can understand and a cost that remains predictable after the trial ends.
Teams that need sandbox, policy, credential and audit controls around autonomous coding or operational agents
successful end-to-end workflow runs with visible failures and accountable approval points
Formal policy checks cannot prove that a human-authored boundary is complete or operationally safe
Run a low-risk process through success, timeout, bad input and connector failure.
Bring one representative input
Run the same job three times
Measure accepted output and cost
Limit connector permissions and keep credentials out of prompts and logs.
Cloud workflow platform with app connectors and task-based usage.
Business apps · Webhooks · AI agents
Vendor facts and HubAI opinion are separated. Sponsored placement cannot buy a higher score.
One compact record for price, access, data handling, deployment and the test that must pass before adoption.
Limit connector permissions and keep credentials out of prompts and logs.
Cloud workflow platform with app connectors and task-based usage.
Business apps · Webhooks · AI agents
Run a low-risk workflow with failure alerts, an audit trail and a human approval gate.
HubAI will publish a score only after the same representative tasks have been run against current alternatives. Vendor benchmarks are not treated as an editorial rating.
The subscription price is only the starting point. HubAI evaluates usage limits, failed attempts and the work needed to produce one usable result. Pricing changes frequently, so the structure and verification date matter more than a headline price.
Separate pricing check date: not recorded. Profile review: 29 September 2026. Confirm live price, VAT, region, usage rights and cancellation terms with the vendor before purchase.
Model your own usage. HubAI separates subscription cost from retries and human review—without pretending a headline plan price tells the whole story.
Test this job with your own inputs and judge the finished result—not the first draft.
Test this job with your own inputs and judge the finished result—not the first draft.
Test this job with your own inputs and judge the finished result—not the first draft.
Act as a specialist in security ai. Ask me three questions before creating the first draft. The outcome I need is: [describe outcome].Create two approaches for [task]. Use this audience: [audience]. Respect these constraints: [constraints]. Explain the trade-off between the two approaches.Review this output against accuracy, tone, privacy, cost and usability. List the changes required before a person should approve it.Do not place confidential, personal or rights-restricted material into NVIDIA OpenShell until your organisation has reviewed its current terms, retention settings and account controls. AI output can be plausible and still wrong; regulated, financial, legal and employment decisions require qualified human review.
This is HubAI's editorial record, not the vendor's product changelog or a live uptime claim.
Use-case routes, relevant comparisons and alternatives connected to the product profile.
Entry price structure, free or trial route and buyer limitations checked for editorial use.
Verdict, best fit, strengths, limitations, prompts and governance questions structured.
Controlled enterprise delegation with restricted identities and budgets
OPOpenAI DotsTest pendingTeams piloting persistent research, monitoring and coordination routines inside ChatGPT with explicit human approval
OPOpenAI Agents APITest pendingDevelopers building durable cloud agents with managed context, tools, optional subagents and configurable execution environments
Scores are editorial signals, not a universal winner. Choose around the exact job and run the same proof test.
| Product | HubAI score | Best for | Price structure | Access | Decision |
|---|---|---|---|---|---|
| NVIDIA OpenShell CURRENT | Test pending | Teams that need sandbox, policy, credential and audit controls around autonomous coding or operational agents | Open-source software under Apache-2.0 with no published seat price; compute, model, tool, integration, monitoring and review costs remain separate · Profile record only; separate pricing check not recorded: 29 September 2026. Currency and UK VAT to confirm. | Self-hosted evaluation from a public repository accessible to UK teams; supported deployment depends on operating system, container or virtualisation stack and the documented support matrix | Current profile |
| Google Cloud Gemini agent | Test pending | Controlled enterprise delegation with restricted identities and budgets | No fixed public GBP price verified. Confirm model, execution and tool billing with Google Cloud. · Profile record only; separate pricing check not recorded: 9 October 2026. Currency and UK VAT to confirm. | No unmetered trial or universal UK entitlement verified. | Compare → |
| OpenAI Dots | Test pending | Teams piloting persistent research, monitoring and coordination routines inside ChatGPT with explicit human approval | No separate public Dots rate card found; initial access is tied to eligible Pro, Business Premium and Enterprise plans, while usage, connected-service licences, tools, retries and review can add cost · Profile record only; separate pricing check not recorded: 30 September 2026. Currency and UK VAT to confirm. | Staged rollout in eligible markets across web, mobile and desktop; official sources checked do not publish a Dots-specific UK entitlement matrix, so UK access must be verified in the intended account | Compare → |
| OpenAI Agents API | Test pending | Developers building durable cloud agents with managed context, tools, optional subagents and configurable execution environments | No additional Agents API fee; pay for consumed model tokens, tools and applicable sandbox or infrastructure usage · Profile record only; separate pricing check not recorded: 11 September 2026. Currency and UK VAT to confirm. | Public beta available to all developers; no separate free-trial allowance announced | Compare → |
NVIDIA OpenShell is best suited to teams that need sandbox, policy, credential and audit controls around autonomous coding or operational agents. HubAI's current verdict is: A credible software-only control layer for agent pilots, distinct from the BlueField-4-dependent Sentry reference design. HubAI withholds a score until adversarial testing measures bypass resistance, credential handling, audit completeness, recovery, overhead and complete cost.
Self-hosted evaluation from a public repository accessible to UK teams; supported deployment depends on operating system, container or virtualisation stack and the documented support matrix. Check the official product page before buying because allowances, regions and eligibility can change.
Open-source software under Apache-2.0 with no published seat price; compute, model, tool, integration, monitoring and review costs remain separate · Profile record only; separate pricing check not recorded: 29 September 2026. Currency and UK VAT to confirm.. The useful comparison is total cost per accepted result, including retries, limits and human correction—not the advertised entry price alone.
Compare products in the same Automation AI shelf against one identical task, acceptance rule and cost window. Focus on successful end-to-end workflow runs with visible failures and accountable approval points.
Rate this product and share what really happened. Every review is moderated before it appears publicly. Approval does not independently verify purchase, usage or the reported outcome.
If you used NVIDIA OpenShell, share its quality, pricing, trial experience and real result. Useful specifics beat empty praise.
Sign in to leave a rating and review.
Sign in to reviewNo approved user reviews yet. Be the first to leave a useful one.