Key findings
- Quotas and plan changes are the most discussed concern. 39 accounts discuss them and 29 raise them as a problem, from multi-day lockouts in early 2026 to the shared quota Google introduced on May 19, 2026.
- Reliability is raised by 26 of the 27 accounts that discuss it, over terminated runs, outages, loops, and lost history.
- Of 25 accounts that compare Antigravity with Claude Code, Codex, Cursor, or Copilot, 20 judge it behind and 5 competitive.
- Praise centers on multi-step execution (18 of 19 accounts positive), plan and walkthrough artifacts (13 of 13), and faster directed work (16 accounts).
- Product direction concerns rose from 3 accounts before May 19, 2026 to 13 after, when Antigravity 2.0 replaced the IDE on update and Gemini CLI ended for individuals.
Engineers credit Google Antigravity with carrying multi-step tasks through and fault it for quotas, plan changes, and unreliable runs. The accounts lean negative, with 42 positive, 23 mixed, and 58 negative. Pilot it on your heaviest workload and track quota before you commit seats.
Who wrote these accounts
GILD read 123 English-language public accounts published from November 18, 2025 to October 12, 2026. They are 80 Hacker News comments, 12 Google AI Developers forum posts, 30 blog posts, benchmarks, and company write-ups, and 1 X post. 103 come from individual engineers. Ten speak for a small unnamed team, and 10 for a named company: ModelRift's benchmark, PromptArmor's security research, Inspired Entertainment in a Google case study, Just Landed Jets, whose VP of Technology had the whole team test it, and six security write-ups from Mindgard, Pillar Security, Straiker, and Repello AI.
GILD checked each account against May 19, 2026, when Google shipped Antigravity 2.0 and the CLI and changed its plans. 64 are current, 21 still apply, 35 need a recheck, and 3 are out of date because they rest on per-model quotas Google replaced.
| Status | Sources |
|---|---|
| Current | |
| Still applicable | |
| Needs a recheck | |
| Out of date |
GILD analysis of the public accounts above, published November 18, 2025 to October 12, 2026. Each value counts accounts, and the four rows add up to the full record.
What engineers praise
The most praised capability is carrying a task through plan, edits, commands, and checks. 18 of 19 accounts that discuss it are positive, from a GPU driver shim to a Pantheon model that scored 4.5 of 5 in ModelRift's OpenSCAD benchmark, the best autonomous result there. All 13 accounts that mention plans and walkthroughs value them, and several engineers make plan approval the center of their workflow.
Eleven accounts value the models Antigravity puts in one plan, especially Claude models on Google AI subscriptions. Five praise running agents in parallel. Browser verification splits them. Two of five accounts praise it, and PromptArmor showed the browser agent sending credentials out on a hidden instruction.
What engineers raise
Quotas come up most. Before May 2026, accounts describe Pro users locked out for seven to ten days and Ultra users whose parallel agents drained quota in 90 minutes after a March update. After May 19, CLI users report a weekly quota gone in two prompts, until Google tripled Gemini limits on May 21. In October 2026 a team running agents on its own server reports a Pro account locked for 51 hours after five calls.
Reliability comes up nearly as often, and product direction follows. The May 19 update replaced the IDE with the Antigravity 2.0 app for several engineers, and one had to purge every install to get the IDE back. Review burden, permissions and safety, and data privacy follow, with the counts below.
- Quotas and plan changes: 39 accounts discuss them, 29 raise them.
- Reliability: 27 discuss it, 26 raise it.
- Product direction: 17 discuss it, 16 raise it.
- Requires strong review: 9 discuss it, 7 raise it.
- Permissions and safety: 13 discuss them, 12 raise them.
- Data privacy: 6 discuss it, 5 raise it.
What organizations report
Inspired Entertainment, in Google's case study, is the named company in the record that describes production results. It gives the CLI one repeatable job, writing payment adapters from operator API documentation. It reports builds cut from 6 to 8 weeks to one week, done first on Gemini CLI and now on Antigravity CLI. ModelRift's benchmark, PromptArmor's security research, and six security write-ups from Mindgard, Pillar Security, Straiker, and Repello AI test the product without running it in production.
Large IT services firms have since put Antigravity into their own engineering. Wipro said on August 27, 2026 that it has integrated Antigravity CLI into its software engineering work for planning, coding, testing, and modernization. Cognizant said on July 7, 2026 that its global teams use Antigravity 2.0 and Gemini Enterprise for code explanation, test generation, and legacy modernization. It credits them with up to 30 percent faster development in internal benchmarks. Google's August 20, 2026 enterprise announcement quotes AirAsia, where teams now generate over 50% of their production QA code with Antigravity.
The unnamed teams that wrote publicly describe plan and sign-in trouble. Workspace seats got only the starter quota, and per-user spend limits needed one Cloud project per person. A large Google Cloud customer's team moved to Claude and skipped rebuilding its tooling.
Where Antigravity stands in adoption
Stack Overflow's 2026 survey found 1,956 of 12,255 respondents, 16.0%, had used Google Antigravity in the past year. JetBrains measured 6% of professional developers using it at work in both January and May to July 2026, while awareness rose from 29% to 47%, and 15% in India.
Methodology
GILD collected public accounts on October 12, 2026 through the Hacker News Algolia API and the dev.to API. It also read personal and company blogs linked from Hacker News and the Google AI Developers forum's Antigravity category. Reddit threads and pages not written in English are outside the record. GILD opened each account, recorded its author, date, and URL, and checked its excerpts verbatim. GILD tags each account with themes from a fixed list, covering what engineers praise, what they raise as concerns, and where they agree or disagree. A theme is reported only when at least 5 accounts from 3 authors discuss it. Google employees writing about their own product are excluded, and the one Google case study is labeled as vendor material. The Wipro, Cognizant, and AirAsia deployments come from Wipro's and Cognizant's press releases and Google's enterprise announcement, opened October 25, 2026, and sit outside the 123 counts, which describe those accounts only.
Products in this piece
Sources
- Official documentation
- 6
- Public source
- 12
- Antigravity docs: Plans
- Antigravity blog: Changes to Antigravity plans (May 19, 2026)
- Antigravity blog: Introducing Google Antigravity 2.0 (May 19, 2026)
- Antigravity changelog
- Antigravity blog: Bringing Antigravity to Gemini Enterprise (Aug 20, 2026)
- Google Developers Blog: Transitioning Gemini CLI to Antigravity CLI (May 19, 2026)
- Google Developer forums, a Google case study: Inspired Entertainment scales finance integrations from 40 days to 5 (Jul 20, 2026)
- ModelRift: OpenSCAD LLM benchmark, building the Pantheon (May 21, 2026)
- Sid's Blog: Google's Antigravity bait and switch (May 21, 2026)
- Jason Agostoni: Antigravity CLI first impressions (May 21, 2026)
- Joske Vermeulen: My AI agent hit Google's quota wall in 8 minutes (May 21, 2026)
- Google AI Developers forum: Ultra quota reduction after update (Mar 23, 2026)
- Google AI Developers forum: Antigravity CLI on Workspace and Google AI Pro accounts (Oct 12, 2026)
- Hacker News: a company pushed off Antigravity by plan changes (Jul 21, 2026)
- Stack Overflow Developer Survey 2026: AI, full data (published Oct 6, 2026)
- JetBrains Research: AI Coding Agents, Adoption Trends (Developer Ecosystem Survey 2026, Aug 2026)
- Wipro press release: Wipro and Google Cloud Expand Partnership to Scale AI into Core Enterprise Operations (Aug 27, 2026)
- Cognizant press release via PR Newswire: Cognizant expands partnership with Google Cloud to accelerate enterprise AI adoption with Gemini Enterprise and Google Workspace (Jul 7, 2026)