Changes tracked
12 - Meaningful product, pricing, and access changes still inside the last 31-day review window.
Know when to buy, switch, or wait on your AI tool stack.
Buying-impact feed
12 meaningful changes across 12 tools in the last 31 days.
Changes tracked
12 - Meaningful product, pricing, and access changes still inside the last 31-day review window.
Tools touched
12 - Covered products with at least one change that can move shortlist language or cost expectations.
Comparisons flagged
25 - Direct compare pages linked to those changes through recentDelta or verdict review.
Urgent reviews
2 - Changes whose pricing or packaging delta is strong enough to demand immediate editorial follow-through.
My stack impact
This panel compares locally saved watchlist stacks against the change feed so returning readers can start with what affects their shortlist.
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Change timeline
The key metrics stay compressed above while the full evidence remains in the weekly timeline.
Which buyer segments moved the most
This view infers where recommendation language is most exposed by combining change type, severity, and the tool's strongest fit contexts.
Team
12 tracked changes
Windsurf is now Devin Desktop and redirects into Devin.
Enterprise
12 tracked changes
Windsurf is now Devin Desktop and redirects into Devin.
Individual
0 tracked changes
Comparison follow-through
Each affected comparison should reflect the change in recentDelta or verdict language.
Teams comparing v0 against Figma Make, Bolt, Lovable, or Replit should model v0 as a Vercel-native workflow with per-user subscriptions plus credit consumption, not as a flat app-builder subscription.
Teams comparing v0 against Figma Make, Bolt, Lovable, or Replit should model v0 as a Vercel-native workflow with per-user subscriptions plus credit consumption, not as a flat app-builder subscription.
Teams comparing v0 against Figma Make, Bolt, Lovable, or Replit should model v0 as a Vercel-native workflow with per-user subscriptions plus credit consumption, not as a flat app-builder subscription.
Teams comparing v0 against Figma Make, Bolt, Lovable, or Replit should model v0 as a Vercel-native workflow with per-user subscriptions plus credit consumption, not as a flat app-builder subscription.
Teams comparing Claude as an agent-stack model should stop using the old 4.6 labels. Fable is now the highest-capability Claude option, Opus remains the complex coding and enterprise-work choice, Sonnet is the balance point, and Haiku is the scaled low-cost option.
Weekly grouping
1 meaningful changes landed in this weekly review bucket.
v0's current pricing page lists Free with $5 of included monthly credits and a 7-message daily limit, Team at $30/user/month with $30 of included monthly credits per user and $2 of free daily credits on login per user, Business at $100/user/month with training opt-out by default, and Enterprise with no-training guarantees, SAML SSO, RBAC, and priority access.
Buying impact
Teams comparing v0 against Figma Make, Bolt, Lovable, or Replit should model v0 as a Vercel-native workflow with per-user subscriptions plus credit consumption, not as a flat app-builder subscription.
Weekly grouping
11 meaningful changes landed in this weekly review bucket.
Anthropic's current model overview lists Fable 5, Opus 4.8, Sonnet 5, and Haiku 4.5 with updated context, output, and API pricing signals.
Buying impact
Teams comparing Claude as an agent-stack model should stop using the old 4.6 labels. Fable is now the highest-capability Claude option, Opus remains the complex coding and enterprise-work choice, Sonnet is the balance point, and Haiku is the scaled low-cost option.
xAI's current business page lists Business at $30/user/month, Grok 4.3, connectors including bring-your-own MCP server, and Grok Build CLI across the business surface.
Buying impact
Grok is still a challenger seat, but buyers should now model it around Grok 4.3 plus connector and coding-agent coverage instead of the older Grok 3 / Grok 4 Heavy framing.
Replit's pricing page now lists Core with up to 2 parallel agents, Pro with up to 10 parallel agents, and Enterprise with Agent 4, Multi-Artifact, SSO/SAML, SCIM, connectors, MCP, and audit logs.
Buying impact
App-builder buyers should model Replit around agent concurrency and Enterprise governance, not only monthly credits and collaborators.
Atlassian's current Rovo Dev pricing and billing docs keep Rovo Dev Standard at $20 per developer per month with 2,000 included credits, but clarify that extra usage is $0.01 per credit with a default monthly extra-usage limit of 2,000 Rovo Dev credits per user and organization-admin controls for custom limits.
Buying impact
Engineering teams should model Rovo Dev as more than a flat $20 developer seat. The default extra-usage headroom can protect continuity but also creates a paid overage path unless admins review and cap site-level limits before broad rollout.
Teams buyers must model both the base plan and the number of users who need full Devin capacity.
Buying impact
Teams buyers must model both the base plan and the number of users who need full Devin capacity.
Buyers should compare Devin Desktop as part of a Devin workflow, not as a separate $40-per-user Windsurf team seat.
Buying impact
Buyers should compare Devin Desktop as part of a Devin workflow, not as a separate $40-per-user Windsurf team seat.
Engineering organizations need AI Credit budget controls for scaled agent, chat, Spark, and code-review usage.
Buying impact
Engineering organizations need AI Credit budget controls for scaled agent, chat, Spark, and code-review usage.
Solo developers should not treat Gemini Code Assist individual as an active free alternative to Copilot or Cursor.
Buying impact
Solo developers should not treat Gemini Code Assist individual as an active free alternative to Copilot or Cursor.
SMB buyers need to model the base Business plan and Copilot add-on together using the current bundle prices.
Buying impact
SMB buyers need to model the base Business plan and Copilot add-on together using the current bundle prices.
Heavy individual buyers can now choose a lower Pro entry point before jumping to the highest usage tier.
Buying impact
Heavy individual buyers can now choose a lower Pro entry point before jumping to the highest usage tier.
Video buyers can evaluate Synthesia with a real free tier and a lower annual paid entry point before comparing Zebracat.
Buying impact
Video buyers can evaluate Synthesia with a real free tier and a lower annual paid entry point before comparing Zebracat.
Watchlist
Save the stack, monitor buying-impact changes, and turn the result into a decision memo.