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World Wide TechnologyBenchAI tool benchmarks
Autonomous Agent
StatusEmerging
SignalDetected
EvidenceGrade B

Antigravity

55
C -14 vs last quarter

CAUTION: active unpatched backdoor + reliability crisis.

UX / DXCapabilityReliabilityValueCommunityEnterpriseAutonomyIntegration

Dimension breakdown

Score · confidence
UX / DX
50% conf70
Capability
50% conf70
ReliabilityIncomplete data at this time
Value
50% conf60
CommunityIncomplete data at this time
Enterprise / Compliance
50% conf25
Autonomy
50% conf40
Integration
50% conf65
Sources blend review platforms, community sentiment, the Signal Radar and practitioner ratings. Scores re-blend each quarter.
Caution

active unpatched backdoor + reliability crisis.

Google's flagship agent-first dev platform — Antigravity 2.0 (GA at I/O 2026, May 19) is now a full agent control tower: standalone Desktop app, Go-based Antigravity CLI, Python SDK (self-hostable agents), Managed Agents via Gemini API, parallel subagents, scheduled tasks, 1M-token context, all on Gemini 3.5 Flash. Antigravity absorbs Gemini CLI (deprecated June 18) and Code Assist into one harness, sharply raising its strategic standing.

Security

Pillar Security RCE patched Feb 28 and FireTail's specific exfil path patched, BUT Mindgard 'Forced Descent' persistent backdoor remains UNPATCHED per primary source and the broad invisible-character exfil vector is 'won't fix' — critical-security-vuln cap maintained (Compliance=5).

Acute reliability crisis (chaotic 2.0 forced-update wiped IDEs/configs, agents crash mid-task, throttling, 'lobotomized' models) triggers a reliability-complaints cap (Autonomy=12). No Antigravity-specific SOC 2/SSO, no named enterprise customer, opaque credit pricing.

Not for production or enterprise use. Opus 4.8 model re-baseline.

Recommended

Use cases

Not yet assessed — this section fills in as ACES research covers the tool.

Score caps

Risk flags

  • Critical security vuln

    securityTemporary

    Unpatched critical security vulnerability

    Caps Enterprise / Compliance at 25

    Removed whenCVE patched and verified, or security incident resolved with post-mortem published

  • Reliability complaints

    trustTemporary

    Widespread reliability complaints (breaks often, unreliable output)

    Caps Autonomy at 60

    Removed when90+ days of improved reliability with community acknowledgment

Assessment

Status rationale

Detected status maintained. Cannot advance to Tracked because: (1) Mindgard Forced Descent persistent backdoor primary-source status still shows unpatched/unaddressed (global-config / trusted-workspace rules; survives uninstall/reinstall; no safeguard setting); (2) invisible-character source-code/credential exfiltration vector classified 'Intended Behavior (Won't Fix)' by Google (specific find_by_name path patched Feb 28); (3) no Antigravity-specific SOC 2 and no documented SSO/SAML/audit-log enterprise tier (Organization tier via Gemini Enterprise Agent Platform exists but is not yet a validated full enterprise offering); (4) acute reliability crisis around the chaotic 2.0 forced auto-update (editor/config wipe, agents crashing mid-task, throttling, 'lobotomized' models); (5) no named enterprise production customer; (6) opaque credit pricing (undisclosed credit-to-token conversion, ~92% free-tier quota cut).

Active capability development is strong and strategically central (Antigravity 2.0 platform, Gemini CLI consolidation into Antigravity CLI, SDK/Managed Agents, Gemini 3.5 Flash) — but security, reliability, and enterprise-tier blockers prevent enterprise recommendation. critical-security-vuln cap (Compliance<=5) and reliability-complaints cap (Autonomy<=12) both active; each caps the maximum signal level at Tracked.

Watch for

Movement triggers

Upgrade to Tracked: (a) Mindgard Forced Descent confirmed patched by Mindgard's own primary source AND the invisible-character exfiltration vector remediated rather than 'won't fix'; (b) Organization tier (Gemini Enterprise Agent Platform) validated as a full enterprise tier with documented SSO/SAML/audit logs; (c) 90+ days of reliability stability (Agent Terminated / quota-throttling crisis resolved and the post-2.0 rollout stabilized). Upgrade to Assessed: all Tracked conditions PLUS Antigravity-specific SOC 2 Type I certification AND hands-on internal evaluation completed.

Downgrade signals: confirmed in-the-wild exploitation of Forced Descent, additional data-loss incidents, Organization tier abandoned, Google product-rationalization signals targeting Antigravity, sustained Q3 reliability degradation, or the forum deprecation speculation becoming an official sunset.

Caution

Risks & limitations

  • Critical Security Vuln

    Moderate

    Radar cap: critical-security-vuln

  • Reliability Complaints

    Moderate

    Radar cap: reliability-complaints

Capabilities

Integration surface

Not yet assessed — this section fills in as ACES research covers the tool.

Proof points

Adoption & benchmarks

Not yet assessed — this section fills in as ACES research covers the tool.

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Per-source contributions

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