Vibe to Value Index
Source register

Full source register

Every material claim traces to a source record. Filter by platform, evidence type, or search. Research cutoff: 2026-10-06.

37 sources

IDPublisherTitleTypePublishedCheckedClaim supportedLink
S01ReplitReplit | Databricks Integration is Now Generally Available with Native Lakebase SupportVendor-documented2026-09-102026-10-06Automated preview deploys, supervised AI migration with Unity Catalog approvals, native Lakebase provisioningOpen
S02ReplitReplit PricingVendor-documentedNot provided2026-10-06Core $20/mo (~$18 annual) with $20 usage credits; Pro $100/mo; Enterprise custom; subscription + usage credits + pay-as-you-go overageOpen
S03ReplitIntelligent Model Routing on ReplitVendor-documented2026-08-262026-10-06Automatic model selection per taskOpen
S04ReplitReplit Introduces Free Mode to Expand What is Possible with AIVendor-documented2026-08-182026-10-06Free Mode usage tier with OpenAIOpen
S05Replit DocsReplit AI BillingVendor-documentedNot provided2026-10-06Agent billed at provider public API rate, deducted from credits; Pro credits roll over two monthsOpen
S06Base44Base44 app review (Verification, Testing Agent, Security Scan)Vendor-documented2026-06-162026-10-06Verification (background code review), Testing Agent (walks finished app like a user), Security Scan (access + dependency vulnerabilities); available on all plans incl. freeOpen
S07LovableLovable ChangelogVendor-documented2026-10-052026-10-06Workspace announcement banners (Business/Enterprise), EU inference (Enterprise), API-key IP allowlist (Business/Enterprise), credit-limit visibility in People export, Claude models for app AI features, Cloud DB password rotationOpen
S08v0 (Vercel)v0 Changelog — September 2026Vendor-documented2026-09-302026-10-06Unified branch-and-Publish flow with PR + preview deployments + CI checks + branch protections; Enterprise model picker with owner-controlled custom models; team chat visibility defaultsOpen
S09CursorRollouts and Security Review (changelog)Vendor-documented2026-09-232026-10-06Rollouts monitors every change as it deploys per environment; Security Review posts exploitable-bug findings on every PR; Teams and Enterprise plansOpen
S10CursorProjects (changelog)Vendor-documented2026-09-102026-10-06Projects coordinate cloud agents over months of work, delegate to subagents, shared context; betaOpen
S11CursorSelf-hosted machines (changelog)Vendor-documented2026-09-022026-10-06Self-hosted execution keeps codebase/builds/secrets in your network; team pools; run on AWS Lambda, Coder, Cloudflare, Modal, etc.Open
S12GitHub BlogCopilot changelog (2026)Vendor-documented2026-10-022026-10-06Copilot code review API + default effort level; computer use; dynamic workflows in Copilot CLI; enterprise managed-settings validator; usage metrics API; budget-increase requests GA; cost/quality in auto model selectionOpen
S13GitHubGitHub Copilot PlansVendor-documentedNot provided2026-10-06Plan tiers and AI Credits usage-based billingOpen
S14AnthropicClaude Code OverviewVendor-documentedNot provided2026-10-06Surfaces: terminal, VS Code, JetBrains, desktop app, web; MCP; CLAUDE.md/skills/hooks; GitHub Actions & GitLab CI/CD; cloud sessions; projectsOpen
S15Devin (Cognition)Devin Desktop ChangelogVendor-documented2026-09-292026-10-06Sign in with ChatGPT; Devin Desktop builds served from windsurf-stable.codeiumdata.comOpen
S16Devin (Cognition)Devin Plans and PricingVendor-documentedNot provided2026-10-06Free, Pro $20, Max $200, Teams $80/mo + $40/seat, Enterprise; pay-as-you-go at API pricingOpen
S17CognitionDevin Review: AI to Stop SlopVendor-documentedNot provided2026-10-06Devin Review — AI code review on any GitHub PR; currently free in early releaseOpen
S18Kiro (AWS)Kiro ChangelogVendor-documented2026-10-022026-10-06Surfaces: IDE, CLI, Crew, Web; Workflows (multi-step agent plans) in Web and IDE; enterprise sign-in controls; Claude Sonnet 5.5; Pro/Pro+/Pro Max/Power tiersOpen
S19OpenAICodex — AI Coding Partner from OpenAIVendor-documentedNot provided2026-10-06Included in ChatGPT plan (Plus $20, Pro $100, Business $20/user/mo); multi-agent parallel with computer/browser tools; reusable cloud environments; PR code review; plugins; desktop + web + editor + terminalOpen
S20GoogleGoogle AntigravityVendor-documentedNot provided2026-10-06Antigravity 2.0 (manage multiple local agents, Projects, scheduled messages); CLI; SDK; IDE; available at no charge; enterprise via Gemini EnterpriseOpen
S21GoogleAI Studio Build mode (docs)Vendor-documentedNot provided—Build-mode capabilitiesOpen
S22EmergentConnect your tools (docs)Vendor-documentedNot provided2026-10-06Integration playbooks (SendGrid, Resend, Twilio, Slack, Stripe); MongoDB included; agent writes connection code; managed Stripe sandboxOpen
S23RetoolAI app generation (AppGen)Vendor-documentedNot provided2026-10-06Prompt-based generation + governance; connects to your databases/APIs; deploy to Retool cloud or own VPC; SSO/RBAC/audit by default; ISO 27001; positions vs Cursor/Copilot/Claude Code as app-builder vs coding toolOpen
S24MicrosoftOverview of the new Power Apps vibe experience (preview)Vendor-documented2026-09-082026-10-06Preview; app building now in Copilot Cowork, rolling out to Copilot Studio; not for production; US/Australia/Asia/India regions only; English only; admin enablement required; optional Anthropic modelsOpen
S25GoogleFirebase Studio documentationVendor-documentedNot provided2026-10-06Sunsetting March 22, 2027; new workspace creation/signup disabled since June 22, 2026; migrate to Google AI Studio or AntigravityOpen
S26G2Replit ReviewsUser-reportedNot provided2026-10-06Public rating ~4.4/5 across ~413 reviews; praise for ease/speed; billing complaints recurOpen
S27TrustpilotReplit reviewsUser-reportedNot provided2026-10-06~3.1/5 across ~1,500 reviews; split between 5-star praise and 1-star billing complaintsOpen
S28G2Cursor ReviewsUser-reportedNot provided2026-10-06~323 reviews; praise for codebase awareness and productivityOpen
S29G2Lovable ReviewsUser-reportedNot provided2026-10-06~438 reviews (~4.6/5 on ~291 per aggregation); praise: speed/MVP; struggles: credit burn, AI hallucinations, Supabase setup, web onlyOpen
S30TrustpilotBolt.new reviewsUser-reportedNot provided2026-10-06Mostly negative; credit drain fixing own errors, unresponsive support, billing/subscription complaintsOpen
S31G2v0 ReviewsUser-reportedNot provided2026-10-06~4.5/5 across 28 reviews; praise: design quality; struggles: credit burn, Vercel lock-inOpen
S32TrustpilotBase44 reviewsUser-reportedNot provided2026-10-06~684 reviews; mixed — easy to use, responsive support; struggles: credit consumption, AI mistakes, updates not always appearing liveOpen
S33G2GitHub Copilot ReviewsUser-reportedNot provided2026-10-06~399 reviews; praise: productivity, code review; enterprise credit/usage concernsOpen
S34CloudZeroGitHub Copilot Enterprise pricing [2026]: seats and creditsThird-party analysisNot provided2026-10-06Enterprise ~$39/user; AI Credits make the real bill usage-basedOpen
S3513LabsDevin vs Windsurf: Now Owned by Cognition, Which to UseThird-party analysisNot provided2026-10-06Devin Core $20/mo + $2.25/ACU pay-as-you-go; Windsurf Pro $15/mo 500 credits, Teams $30/userOpen
S36BananiBolt.new Pricing, Tokens, and Hidden Costs in 2026Third-party analysisNot provided2026-10-06Pro $25/mo 10M tokens; Teams $30; token consumption scales with project sizeOpen
S37Bolt.newBolt PricingVendor-documentedNot provided2026-10-06Free 1M tokens/mo (300K daily cap); Pro $25/mo 10M tokens; Teams $30; Enterprise custom; token rollover one monthOpen

Sources, dates & methodology

Research edition
Edition 2
Research cutoff
2026-10-06
Page last reviewed
2026-10-06
Full source register MethodologyUpdate history Challenge or correct this assessment

Vibe to Value Index is an independent editorial assessment of AI-assisted software creation platforms. Scores and placements are directional judgments, not validated performance benchmarks. Vendor-documented capabilities, public user feedback, and hands-on findings are identified separately. Features, pricing, and availability can change after the stated review date. Public feedback may not represent all users. This is not Gartner research and is not affiliated with or endorsed by Gartner.

Editorial relationships

  • Jason Wickman / Agilidy: Founder/Owner and editor of the Vibe to Value Index.

Relevant commercial relationships are disclosed here and do not determine scores.