agent · workflow
Anchor Web Agent vs Gumloop
55 fields both were evaluated on, 28 of them different — including where one discloses something the other does not. Every value links to the document it came from. 27 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| Audit trail· | yes “Agents maintain your workflow as deterministic code, keeping automations always running”anchorbrowser.io · checked Aug 7, 2026 | “Audit logging Capture detailed audit trails for actions across the organization to understand where data is flowing.”www.gumloop.com · checked Aug 1, 2026 |
| Explainability· | optimizes proxy, configuration, and AI usage for reliable setup “Anchor's agent builds your browser workload — Optimizing proxy, configuration, and AI usage to get you the most reliable setup.”anchorbrowser.io · checked Aug 7, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
| Runtime governance· | reverts to AI only when required “Only reverting to AI in runtime when it is actually required.”anchorbrowser.io · checked Aug 7, 2026 | Spend and action controls enforced at run time: budget and quota controls, spend caps by agent/team/org with approval on costly actions, and plain-English policy rules that block, tag or log actions before they run. “App policies and guardrails . Write plain English rules that block, tag, or log actions before they run.”www.gumloop.com · checked Aug 18, 2026 |
| Permission scopes· | Reusable roles with scoped access to credentials and secrets; SAML SSO and SCIM offered. “Roles and permissions . Manage reusable roles, credentials, and secrets with scoped access.”www.gumloop.com · checked Aug 18, 2026 | |
| Compliance certifications· | CCPA, Certi-Trust ISO 27001, GDPR, HIPAA, ISO/IEC 27001, SOC 2 Type 1, and SOC 2 Type 2 listed; SOC 2 Type 2 stated to be certified by an independent third-party auditor. “CCPA Certi-Trust ISO 27001 GDPR HIPAA ISO/IEC 27001 SOC 2 Type 1 SOC 2 Type 2”trust.anchorbrowser.io · checked Aug 21, 2026 | SOC 2 Type II, independently audited; GDPR with Zero Data Retention agreements for third-party models. No auditor, certificate or report date published on the page checked. “SOC 2 Type II . Independently audited and compliant. GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 |
| Regulatory alignment· | no public information anchorbrowser.io · checked Aug 7, 2026 | SOC 2 Type II and GDPR are the two frameworks named on the vendor page. “SOC 2 Type II . Independently audited and compliant. GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 |
| Outcome-based pricing· | no public information www.gumloop.com · checked Aug 18, 2026 |
Agency
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| Human oversight· | no public information anchorbrowser.io · checked Aug 7, 2026 | Spend/budget increases above a set cap require explicit human approval (approve/deny) “Raise to 75k? Deny Approve”www.gumloop.com · checked Aug 18, 2026 |
| Action space· | Interacts with the web as a human would “interact with the web just like a human would. It provides secure, authenticated environments where AI can navigate web pages, submit forms, and extract data in real-time.”anchorbrowser.io · checked Aug 7, 2026 | Agents can take write actions such as drafting and saving emails on the user's behalf “Draft outreach to the top two and save to my Gmail drafts.”www.gumloop.com · checked Aug 18, 2026 |
| Operating environment· | browser “cloud-hosted browser that allows AI agents to interact with the web”anchorbrowser.io · checked Aug 7, 2026 | Agents are used from Slack, Microsoft Teams and Gmail. WhatsApp, listed in the earlier capture, is no longer named on the page. “Microsoft Teams Bring agents into your chats and channels”www.gumloop.com · checked Aug 18, 2026 |
| Initiative· | no public information anchorbrowser.io · checked Aug 7, 2026 | Agents can be started by app triggers and recurring (scheduled) tasks. The earlier "running in the background" wording is no longer on the page. “App triggers Recurring tasks 300+ Connectors”www.gumloop.com · checked Aug 18, 2026 |
Safety
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| Safety policy· | secure-by-design approach “Anchor is built in a secure-by-design approach”anchorbrowser.io · checked Aug 7, 2026 | Zero Data Retention agreements are in place for third-party models. The stronger claim in the earlier capture - that Gumloop never uses customer data to train AI models - is NOT on the current page; "never uses customer data to train" returns zero matches. “GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 |
| Third-party evaluations· | no public information anchorbrowser.io · checked Aug 7, 2026 | Independently audited and SOC 2 Type II compliant “SOC 2 Type II . Independently audited and compliant.”www.gumloop.com · checked Aug 18, 2026 |
| Data handling· | no public information anchorbrowser.io · checked Aug 7, 2026 | Zero Data Retention agreements are in place for third-party models. The stronger claim in the earlier capture - that Gumloop never uses customer data to train AI models - is NOT on the current page; "never uses customer data to train" returns zero matches. “GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 |
Practicality
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| Availability· | no public information www.gumloop.com · checked Aug 18, 2026 | |
| Deployment options· | no public information anchorbrowser.io · checked Aug 7, 2026 | Offers VPC deployment inside customer AWS, Azure, or Google Cloud environments, in addition to cloud SaaS “Deploy Gumloop inside your own AWS, Azure, or Google Cloud environment to keep data in your network.”www.gumloop.com · checked Aug 18, 2026 |
| Integrations· | SDK, MCP “Use the browser workload through our SDK, MCP, or any automation platform.”anchorbrowser.io · checked Aug 7, 2026 | Offers 300+ pre-built connectors to external tools “300+ Connectors”www.gumloop.com · checked Aug 18, 2026 |
| Supported regions· | no public information www.gumloop.com · checked Aug 18, 2026 |
Foundation models
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| Base models· | no public information anchorbrowser.io · checked Aug 7, 2026 | Model picker on the vendor page shows Claude Opus 5, Gemini 3.7 Flash, GPT-5.6 Sol, DeepSeek V4-Pro and Grok 4.5. The earlier provider-level list (Anthropic, OpenAI, Gemini, DeepSeek) is no longer on the page; Grok is new. “Claude Opus 5 Claude Opus 5 Gemini 3.7 Flash Gemini 3.7 Flash GPT-5.6 Sol GPT-5.6 Sol DeepSeek V4-Pro DeepSeek V4-Pro Grok 4.5 Grok 4.5”www.gumloop.com · checked Aug 18, 2026 |
| Model provider· | no public information anchorbrowser.io · checked Aug 7, 2026 | Model picker on the vendor page shows Claude Opus 5, Gemini 3.7 Flash, GPT-5.6 Sol, DeepSeek V4-Pro and Grok 4.5. The earlier provider-level list (Anthropic, OpenAI, Gemini, DeepSeek) is no longer on the page; Grok is new. “Claude Opus 5 Claude Opus 5 Gemini 3.7 Flash Gemini 3.7 Flash GPT-5.6 Sol GPT-5.6 Sol DeepSeek V4-Pro DeepSeek V4-Pro Grok 4.5 Grok 4.5”www.gumloop.com · checked Aug 18, 2026 |
| Model swappable· | no public information anchorbrowser.io · checked Aug 7, 2026 | Control which AI models teams can use; model access can also be set per custom role. “AI model restrictions . Control which AI models teams can use.”www.gumloop.com · checked Aug 18, 2026 |
Ecosystem
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| Protocols supported· | MCP “Use the browser workload through our SDK, MCP, or any automation platform.”anchorbrowser.io · checked Aug 7, 2026 | Supports MCP (Model Context Protocol) for connecting agents to external tool servers “MCP client and server tracking”www.gumloop.com · checked Aug 18, 2026 |
| Tool use· | optimizes proxy, configuration, and AI usage “Anchor's agent builds your browser workload — Optimizing proxy, configuration, and AI usage”anchorbrowser.io · checked Aug 7, 2026 | Every tool call traced through one logging and analytics layer (MCP client and server tracking). “Trace every tool call through one logging and analytics layer.”www.gumloop.com · checked Aug 18, 2026 |
| Multi-agent· | yes “Anchor allows us to spin multiple browsers in parallel to power Compound, our research agent.”anchorbrowser.io · checked Aug 7, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
| API access· | yes “Use the browser workload through our SDK, MCP, or any automation platform.”anchorbrowser.io · checked Aug 7, 2026 | Publishes a developer API for managing agent skills and connectors “Manage Agent Skills and Connectors from the API”www.gumloop.com · checked Aug 18, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Impact
| Field | Anchor Web Agent | Gumloop |
|---|---|---|
| User base· | Named customers include Instacart, Samsara and Gusto, with a cited $1.5M+ additional ARR case study “Gumloop has been critical in helping all teams at Instacart”www.gumloop.com · checked Aug 18, 2026 | |
| Deployment scale· | Deploy millions of browser agents “Deploy millions of browser agents to automate any web task.”anchorbrowser.io · checked Aug 7, 2026 | Self-described as infrastructure for "the world's most AI native companies"; no customer count or deployment figure is published. “The AI infrastructure powering the world”www.gumloop.com · checked Aug 18, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| High-risk domains· | Health - the vendor lists a BAA and HIPAA among its controls “BAA, HIPAA, DPA, SSO, RBAC”anchorbrowser.io · checked Aug 7, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
Disclosed by neither
Both Anchor Web Agent and Gumloop publish nothing on these 27 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 27 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Goal complexity
- Target sectors
- Documented incidents
- Pricing model
- Price point
- Support model
- Open weights
- Fine-tuning
- Context window
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Anchor Web Agent and Gumloop compare on human oversight?
- Anchor Web Agent: no public information disclosed. Gumloop: Spend/budget increases above a set cap require explicit human approval (approve/deny).
- How do Anchor Web Agent and Gumloop compare on action space?
- Anchor Web Agent: Interacts with the web as a human would. Gumloop: Agents can take write actions such as drafting and saving emails on the user's behalf.
- How do Anchor Web Agent and Gumloop compare on operating environment?
- Anchor Web Agent: browser. Gumloop: Agents are used from Slack, Microsoft Teams and Gmail. WhatsApp, listed in the earlier capture, is no longer named on the page..
- How do Anchor Web Agent and Gumloop compare on initiative?
- Anchor Web Agent: no public information disclosed. Gumloop: Agents can be started by app triggers and recurring (scheduled) tasks. The earlier "running in the background" wording is no longer on the page..
- How do Anchor Web Agent and Gumloop compare on user base?
- Anchor Web Agent: teams that power the web. Gumloop: Named customers include Instacart, Samsara and Gusto, with a cited $1.5M+ additional ARR case study.
- How do Anchor Web Agent and Gumloop compare on deployment scale?
- Anchor Web Agent: Deploy millions of browser agents. Gumloop: Self-described as infrastructure for "the world's most AI native companies"; no customer count or deployment figure is published..