Claude Opus 4.5
Provider status: active; identity checked 2026-10-04. Capabilities still need verification before choosing.
Price not verified
All starting points
Atlas / Find your approach
Build a small web app.
Try one working interaction, with a clear path to previewing and keeping control of the code.
Your situation
What does a useful result look like?
Choose a priority above, or start with these questions.
Open questions will travel with your prompt. Nothing is assumed on your behalf.
The practical differences
Two ways into this work.
Keep the wider workflow in view as you decide.
From idea to preview
ReplitBrowser app builder
Agent writes code, sets up infrastructure, and tests the result from a plain-language description — no coding knowledge required.
LovableBrowser app builder
One credit balance covers building your app, chatting with Lovable, hosting your app and running its built-in backend (Cloud), and powering AI features in deployed apps.
Keeping control
ReplitBrowser app builder
Agent creates checkpoints as it works so users can roll back to any previous state, and Plan mode lets users review and approve a task list before any code is written.
LovableBrowser app builder
Workspace owners and admins on all paid plans can cap credits per member, project, or the whole workspace, and set alerts when usage or balance crosses a threshold, via Workspace settings → Usage limits & alerts.
Ongoing cost
ReplitBrowser app builder
Free Mode is no-cost everyday Agent work within a plan's allowance (Core and Pro allowances reset every five hours with weekly limits); Power and Max are paid tiers requiring confirmation before each paid action.
LovableBrowser app builder
Credit top-ups are available on Pro and Business plans only: Pro at $0.30 per credit ($15 per 50 credits) and Business at $0.60 per credit ($30 per 50 credits), billed as one-time payments through Stripe and valid for 12 months.
Latest source check: 2026-10-15. These are product offerings, not individual model benchmarks. Plans and availability can change.
Models to evaluate now
Candidates reflect current provider identities and documented capability coverage. A newer release is not evidence of better output quality.
Model and API access can differ from the models available in your chosen app.
Claude Opus 4.6
Provider status: active; identity checked 2026-10-04. Capabilities still need verification before choosing.
Price not verified
Claude Opus 4.6 (fast mode)
Provider status: preview; identity checked 2026-10-04. Capabilities still need verification before choosing. Preview availability and limits may change.
Price not verified
What changed in the research
- Gemini Notebook: Verified changes to verified.sources, verified.citations, verified.images, facts.Access & limits, facts.Working with your files, facts.Checking an answer. Recommendations and exported plans use this evidence. 2026-10-15
- Claude tasks: Verified changes to verified.plainLanguage, facts.How you direct it, facts.What you connect, facts.What you own. Recommendations and exported plans use this evidence. 2026-10-15
- Lovable: Verified changes to verified.codeWorkspace, facts.From idea to preview, facts.Keeping control, facts.Ongoing cost. Recommendations and exported plans use this evidence. 2026-10-15
- Codex CLI 0.162.1: New provider-verified model added to comparisons and candidate selection. 2026-10-15
- Codex CLI 0.162.0: New provider-verified model added to comparisons and candidate selection. 2026-10-15
- Codex CLI 0.161.0: New provider-verified model added to comparisons and candidate selection. 2026-10-15
Provider coverage and freshness
Source checks and verification rotate within the collection budget. A failed check does not make an old record current.
- OpenAI: Reviewed 2026-10-15
- Cognition AI: Reviewed 2026-10-10
- Anysphere: Reviewed 2026-10-12
- Windsurf: Reviewed 2026-10-13
- Anthropic: Reviewed 2026-10-13
- GitHub (Microsoft): Reviewed 2026-10-13
When the next step gets complicated
We’ll help clear the way.
Take the prompt and keep building. If you hit a roadblock, we can help with the architecture, integrations, or an AI-built app that needs experienced hands.