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Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. 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No affiliation or endorsement implied." }, "benefits": [ { "title": "Choose by workflow", "copy": "Compare terminal agent, AI IDE, cloud-task, API, and team-management needs." }, { "title": "Model real cost", "copy": "Use calculator defaults for each product instead of relying on headline plan prices." }, { "title": "Keep facts verifiable", "copy": "Pricing and limit claims require source URLs, last-checked dates, and confidence labels." } ], "sections": [ { "h2": "Quick verdict by workflow", "h3": [ "Best for CLI-agent work", "Best for IDE-first coding", "Best for team controls" ], "body_copy": "Use scenario-specific guidance, not an absolute winner: heavy CLI agent use, IDE-first coding, cloud-task automation, API-heavy builder, small team lead.", "design_placement": "above_fold", "design_priority": "high" }, { "h2": "Pricing and limits comparison table", "h3": [ "Cost model", "Usage limits", "Team controls" ], "body_copy": "Compare plan model, usage pools or caps, reset behavior, API/cloud distinction, team/admin controls, and caveats. 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If your work is terminal-agent heavy, one tool may fit better; if your workflow is editor-native or cloud-task heavy, another may be more practical." }, { "question": "Which one is cheaper?", "answer": "It depends on plan, usage intensity, team size, and whether API or subscription billing is involved. Run the calculator scenario and verify each provider source before purchasing." }, { "question": "Can one tool replace the other completely?", "answer": "Not always. Some developers use an IDE assistant for daily edits and a terminal or cloud agent for larger tasks. The comparison should show tradeoffs, not force a universal winner." }, { "question": "Are limits the same for every user?", "answer": "No. Limits and availability may vary by plan, account type, region, model, promotion, or provider policy change. 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Brand names are used only to identify the products being compared and do not imply affiliation, sponsorship, or endorsement. Verify current pricing and limits with each provider before purchasing.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "Claude Code vs Cursor", "url": "https://aicodingpricing.com/claude-code-vs-cursor" }, { "@type": "FAQPage", "name": "Claude Code vs Cursor", "url": "https://aicodingpricing.com/claude-code-vs-cursor" }, { "@type": "BreadcrumbList", "name": "Claude Code vs Cursor", "url": "https://aicodingpricing.com/claude-code-vs-cursor" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. 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Each entry should show the provider, changed field, observed date, source URL, confidence, and whether users should re-check before upgrading.", "hero": { "headline": "AI coding pricing changelog", "subhead": "Track public pricing and usage-limit changes with dates, sources, and confidence labels.", "cta_primary": "Get change alerts", "cta_secondary": "Submit a correction", "trust_microcopy": "Public observations only. 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Low should be treated as anecdotal and not drive core pricing tables." }, { "question": "Can I subscribe to only one provider?", "answer": "The newsletter form should capture provider interest so users can ask for Claude Code, Codex, Cursor, Copilot, or all pricing alerts." }, { "question": "Should I verify before purchasing?", "answer": "Yes. 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Source-linked rows, last-checked dates, and caveats must be present before publishing this page as indexable.", "hero": { "headline": "Claude Code cost calculator", "subhead": "Expansion page copy is frozen as a route-ready draft; validate keyword and source data before indexation.", "cta_primary": "Estimate my AI coding cost", "cta_secondary": "Get pricing change alerts", "trust_microcopy": "Independent guide. Publish indexable only after source rows are populated." }, "sections": [ { "h2": "Answer first", "h3": [], "body_copy": "Estimate Claude Code cost from your coding hours, session intensity, team size, and subscription/API assumptions before upgrading.", "design_placement": "above_fold", "design_priority": "high" }, { "h2": "Source-linked table or comparison", "h3": [ "Source fields", "Confidence labels" ], "body_copy": "Use the same field contract: price_display, usage_or_limit_notes, source_url, last_checked, confidence, caveat.", "design_placement": "near_top", "design_priority": "high" }, { "h2": "Scenario guidance", "h3": [ "Solo", "Heavy user", "Team" ], "body_copy": "Explain who should choose each plan, tool, or billing model by workflow condition.", "design_placement": "body", "design_priority": "normal" }, { "h2": "FAQ and correction path", "h3": [ "FAQ", "Correction" ], "body_copy": "Include crawlable FAQ plus correction/contact link.", "design_placement": "lower_page", "design_priority": "normal" } ], "pricing_or_comparison_table_copy": { "module": "Expansion page table", "columns": [ "Factor", "Option A", "Option B or plan", "Source", "Last checked", "Caveat" ], "row_copy_rules": [ "Do not index until source rows are populated.", "Recommendations must be scenario-based." ] }, "faq_questions_and_answers": [ { "question": "Should this expansion page be indexed at launch?", "answer": "Only if it has unique value, source-linked data, crawlable FAQ, and a maintained update path. Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "Claude pricing", "url": "https://claude.com/pricing", "type": "provider_pricing" }, { "label": "Claude usage and limits help", "url": "https://support.claude.com/en/articles/11647753-how-do-usage-and-length-limits-work", "type": "provider_help" }, { "label": "Claude Code models, usage, and limits", "url": "https://support.claude.com/en/articles/14552983-models-usage-and-limits-in-claude-code", "type": "provider_help" } ], "word_count_target": "1000-1500", "brand_disclaimer_copy": "Independent guide. We are not affiliated with or endorsed by the provider. Prices and limits may change. Each claim below should link to a provider source and show a last-checked date.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "Claude Code cost calculator", "url": "https://aicodingpricing.com/claude-code-cost" }, { "@type": "FAQPage", "name": "Claude Code cost calculator", "url": "https://aicodingpricing.com/claude-code-cost" }, { "@type": "BreadcrumbList", "name": "Claude Code cost calculator", "url": "https://aicodingpricing.com/claude-code-cost" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. We may miss or delay updates, and providers can change prices or limits before our next review.", "density_semantic_coverage": { "primary_keyword_target": "H1, title, meta, first 100 words, one H2, FAQ", "secondary_coverage": "Use natural mentions across answer block, table headings, FAQ, and internal links. No keyword stuffing.", "entity_coverage": [ "Claude Code", "OpenAI Codex", "Cursor", "GitHub Copilot", "ChatGPT", "subscription", "API", "usage limits", "pricing changelog", "source links", "last checked" ] }, "design_placement_priority": { "above_fold": [ "H1", "short answer", "primary CTA", "disclaimer", "calculator/table hook" ], "near_top": [ "pricing/comparison table", "source links", "last checked" ], "lower_page": [ "SEO body", "FAQ", "internal links", "newsletter CTA" ], "crawlability": "FAQ may be collapsible only if server-rendered/crawlable; do not remove body copy for design cleanliness." } }, { "path": "/codex-limits", "priority": "P1", "page_type": "limits_page", "index_policy": "index_after_validation_or_unique", "canonical": "/codex-limits", "freeze_status": "expansion_copy_frozen_not_p0_design_blocker", "primary_keyword": "codex limits", "semantic_keywords": [ "codex limits", "pricing", "usage limits", "calculator", "source links", "last checked", "workflow fit" ], "final_title": "Codex Limits: Plus, Pro, Credits, Local Messages, and Cloud Tasks", "final_meta_description": "Compare Codex limits by ChatGPT plan and learn what changes with local messages, cloud tasks, weekly caps, and credits.", "h1": "Codex limits by plan", "above_fold_short_answer_40_70_words": "Codex limits can differ across local CLI usage, cloud tasks, ChatGPT plan access, credits, and API workflows. Use this page to separate public policy from account-specific limits. Source-linked rows, last-checked dates, and caveats must be present before publishing this page as indexable.", "hero": { "headline": "Codex limits by plan", "subhead": "Expansion page copy is frozen as a route-ready draft; validate keyword and source data before indexation.", "cta_primary": "Estimate my AI coding cost", "cta_secondary": "Get pricing change alerts", "trust_microcopy": "Independent guide. Publish indexable only after source rows are populated." }, "sections": [ { "h2": "Answer first", "h3": [], "body_copy": "Codex limits can differ across local CLI usage, cloud tasks, ChatGPT plan access, credits, and API workflows. Use this page to separate public policy from account-specific limits.", "design_placement": "above_fold", "design_priority": "high" }, { "h2": "Source-linked table or comparison", "h3": [ "Source fields", "Confidence labels" ], "body_copy": "Use the same field contract: price_display, usage_or_limit_notes, source_url, last_checked, confidence, caveat.", "design_placement": "near_top", "design_priority": "high" }, { "h2": "Scenario guidance", "h3": [ "Solo", "Heavy user", "Team" ], "body_copy": "Explain who should choose each plan, tool, or billing model by workflow condition.", "design_placement": "body", "design_priority": "normal" }, { "h2": "FAQ and correction path", "h3": [ "FAQ", "Correction" ], "body_copy": "Include crawlable FAQ plus correction/contact link.", "design_placement": "lower_page", "design_priority": "normal" } ], "pricing_or_comparison_table_copy": { "module": "Expansion page table", "columns": [ "Factor", "Option A", "Option B or plan", "Source", "Last checked", "Caveat" ], "row_copy_rules": [ "Do not index until source rows are populated.", "Recommendations must be scenario-based." ] }, "faq_questions_and_answers": [ { "question": "Should this expansion page be indexed at launch?", "answer": "Only if it has unique value, source-linked data, crawlable FAQ, and a maintained update path. Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "Using Codex with your ChatGPT plan", "url": "https://help.openai.com/en/articles/11369540-using-codex-with-your-chatgpt-plan", "type": "provider_help" }, { "label": "OpenAI pricing", "url": "https://openai.com/api/pricing/", "type": "provider_pricing" }, { "label": "OpenAI Service Terms", "url": "https://openai.com/policies/service-terms", "type": "provider_terms" } ], "word_count_target": "1000-1500", "brand_disclaimer_copy": "Independent guide. We are not affiliated with or endorsed by the provider. Prices and limits may change. Each claim below should link to a provider source and show a last-checked date.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "Codex limits by plan", "url": "https://aicodingpricing.com/codex-limits" }, { "@type": "FAQPage", "name": "Codex limits by plan", "url": "https://aicodingpricing.com/codex-limits" }, { "@type": "BreadcrumbList", "name": "Codex limits by plan", "url": "https://aicodingpricing.com/codex-limits" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. We may miss or delay updates, and providers can change prices or limits before our next review.", "density_semantic_coverage": { "primary_keyword_target": "H1, title, meta, first 100 words, one H2, FAQ", "secondary_coverage": "Use natural mentions across answer block, table headings, FAQ, and internal links. No keyword stuffing.", "entity_coverage": [ "Claude Code", "OpenAI Codex", "Cursor", "GitHub Copilot", "ChatGPT", "subscription", "API", "usage limits", "pricing changelog", "source links", "last checked" ] }, "design_placement_priority": { "above_fold": [ "H1", "short answer", "primary CTA", "disclaimer", "calculator/table hook" ], "near_top": [ "pricing/comparison table", "source links", "last checked" ], "lower_page": [ "SEO body", "FAQ", "internal links", "newsletter CTA" ], "crawlability": "FAQ may be collapsible only if server-rendered/crawlable; do not remove body copy for design cleanliness." } }, { "path": "/codex-vs-cursor", "priority": "P1", "page_type": "comparison_page", "index_policy": "index_after_validation_or_unique", "canonical": "/codex-vs-cursor", "freeze_status": "expansion_copy_frozen_not_p0_design_blocker", "primary_keyword": "codex vs cursor", "semantic_keywords": [ "codex vs cursor", "pricing", "usage limits", "calculator", "source links", "last checked", "workflow fit" ], "final_title": "Codex vs Cursor: ChatGPT Coding Agent vs AI IDE Pricing", "final_meta_description": "Compare OpenAI Codex and Cursor by pricing, usage model, IDE integration, cloud tasks, and developer workflow.", "h1": "Codex vs Cursor", "above_fold_short_answer_40_70_words": "Codex vs Cursor is a choice between ChatGPT/Codex agent workflows and an AI IDE workflow. Compare pricing model, usage behavior, editor integration, cloud tasks, and team controls. Source-linked rows, last-checked dates, and caveats must be present before publishing this page as indexable.", "hero": { "headline": "Codex vs Cursor", "subhead": "Expansion page copy is frozen as a route-ready draft; validate keyword and source data before indexation.", "cta_primary": "Estimate my AI coding cost", "cta_secondary": "Get pricing change alerts", "trust_microcopy": "Independent guide. Publish indexable only after source rows are populated." }, "sections": [ { "h2": "Answer first", "h3": [], "body_copy": "Codex vs Cursor is a choice between ChatGPT/Codex agent workflows and an AI IDE workflow. Compare pricing model, usage behavior, editor integration, cloud tasks, and team controls.", "design_placement": "above_fold", "design_priority": "high" }, { "h2": "Source-linked table or comparison", "h3": [ "Source fields", "Confidence labels" ], "body_copy": "Use the same field contract: price_display, usage_or_limit_notes, source_url, last_checked, confidence, caveat.", "design_placement": "near_top", "design_priority": "high" }, { "h2": "Scenario guidance", "h3": [ "Solo", "Heavy user", "Team" ], "body_copy": "Explain who should choose each plan, tool, or billing model by workflow condition.", "design_placement": "body", "design_priority": "normal" }, { "h2": "FAQ and correction path", "h3": [ "FAQ", "Correction" ], "body_copy": "Include crawlable FAQ plus correction/contact link.", "design_placement": "lower_page", "design_priority": "normal" } ], "pricing_or_comparison_table_copy": { "module": "Expansion page table", "columns": [ "Factor", "Option A", "Option B or plan", "Source", "Last checked", "Caveat" ], "row_copy_rules": [ "Do not index until source rows are populated.", "Recommendations must be scenario-based." ] }, "faq_questions_and_answers": [ { "question": "Should this expansion page be indexed at launch?", "answer": "Only if it has unique value, source-linked data, crawlable FAQ, and a maintained update path. Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "Using Codex with your ChatGPT plan", "url": "https://help.openai.com/en/articles/11369540-using-codex-with-your-chatgpt-plan", "type": "provider_help" }, { "label": "OpenAI pricing", "url": "https://openai.com/api/pricing/", "type": "provider_pricing" }, { "label": "OpenAI Service Terms", "url": "https://openai.com/policies/service-terms", "type": "provider_terms" }, { "label": "Cursor pricing", "url": "https://cursor.com/pricing", "type": "provider_pricing" }, { "label": "Cursor changelog", "url": "https://cursor.com/changelog", "type": "provider_changelog" }, { "label": "Cursor terms", "url": "https://cursor.com/terms-of-service", "type": "provider_terms" } ], "word_count_target": "1200-1800", "brand_disclaimer_copy": "This comparison is for informational purposes only. Brand names are used only to identify the products being compared and do not imply affiliation, sponsorship, or endorsement. Verify current pricing and limits with each provider before purchasing.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "Codex vs Cursor", "url": "https://aicodingpricing.com/codex-vs-cursor" }, { "@type": "FAQPage", "name": "Codex vs Cursor", "url": "https://aicodingpricing.com/codex-vs-cursor" }, { "@type": "BreadcrumbList", "name": "Codex vs Cursor", "url": "https://aicodingpricing.com/codex-vs-cursor" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. We may miss or delay updates, and providers can change prices or limits before our next review.", "density_semantic_coverage": { "primary_keyword_target": "H1, title, meta, first 100 words, one H2, FAQ", "secondary_coverage": "Use natural mentions across answer block, table headings, FAQ, and internal links. No keyword stuffing.", "entity_coverage": [ "Claude Code", "OpenAI Codex", "Cursor", "GitHub Copilot", "ChatGPT", "subscription", "API", "usage limits", "pricing changelog", "source links", "last checked" ] }, "design_placement_priority": { "above_fold": [ "H1", "short answer", "primary CTA", "disclaimer", "calculator/table hook" ], "near_top": [ "pricing/comparison table", "source links", "last checked" ], "lower_page": [ "SEO body", "FAQ", "internal links", "newsletter CTA" ], "crawlability": "FAQ may be collapsible only if server-rendered/crawlable; do not remove body copy for design cleanliness." } }, { "path": "/api-vs-subscription", "priority": "P1", "page_type": "decision_page", "index_policy": "index_after_validation_or_unique", "canonical": "/api-vs-subscription", "freeze_status": "expansion_copy_frozen_not_p0_design_blocker", "primary_keyword": "API vs subscription for AI coding tools", "semantic_keywords": [ "API vs subscription for AI coding tools", "pricing", "usage limits", "calculator", "source links", "last checked", "workflow fit" ], "final_title": "API vs Subscription for AI Coding Tools: Which Costs Less?", "final_meta_description": "Decide whether API billing or subscriptions cost less for AI coding based on usage pattern, team size, and overage risk.", "h1": "API vs subscription for AI coding tools", "above_fold_short_answer_40_70_words": "API billing can be cheaper for uneven or automated workloads, while subscriptions may be simpler for regular daily coding. Compare by hours, requests, model choice, and team policy. Source-linked rows, last-checked dates, and caveats must be present before publishing this page as indexable.", "hero": { "headline": "API vs subscription for AI coding tools", "subhead": "Expansion page copy is frozen as a route-ready draft; validate keyword and source data before indexation.", "cta_primary": "Estimate my AI coding cost", "cta_secondary": "Get pricing change alerts", "trust_microcopy": "Independent guide. Publish indexable only after source rows are populated." }, "sections": [ { "h2": "Answer first", "h3": [], "body_copy": "API billing can be cheaper for uneven or automated workloads, while subscriptions may be simpler for regular daily coding. Compare by hours, requests, model choice, and team policy.", "design_placement": "above_fold", "design_priority": "high" }, { "h2": "Source-linked table or comparison", "h3": [ "Source fields", "Confidence labels" ], "body_copy": "Use the same field contract: price_display, usage_or_limit_notes, source_url, last_checked, confidence, caveat.", "design_placement": "near_top", "design_priority": "high" }, { "h2": "Scenario guidance", "h3": [ "Solo", "Heavy user", "Team" ], "body_copy": "Explain who should choose each plan, tool, or billing model by workflow condition.", "design_placement": "body", "design_priority": "normal" }, { "h2": "FAQ and correction path", "h3": [ "FAQ", "Correction" ], "body_copy": "Include crawlable FAQ plus correction/contact link.", "design_placement": "lower_page", "design_priority": "normal" } ], "pricing_or_comparison_table_copy": { "module": "Expansion page table", "columns": [ "Factor", "Option A", "Option B or plan", "Source", "Last checked", "Caveat" ], "row_copy_rules": [ "Do not index until source rows are populated.", "Recommendations must be scenario-based." ] }, "faq_questions_and_answers": [ { "question": "Should this expansion page be indexed at launch?", "answer": "Only if it has unique value, source-linked data, crawlable FAQ, and a maintained update path. Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "Claude pricing", "url": "https://claude.com/pricing", "type": "provider_pricing" }, { "label": "Claude usage and limits help", "url": "https://support.claude.com/en/articles/11647753-how-do-usage-and-length-limits-work", "type": "provider_help" }, { "label": "Claude Code models, usage, and limits", "url": "https://support.claude.com/en/articles/14552983-models-usage-and-limits-in-claude-code", "type": "provider_help" }, { "label": "Using Codex with your ChatGPT plan", "url": "https://help.openai.com/en/articles/11369540-using-codex-with-your-chatgpt-plan", "type": "provider_help" }, { "label": "OpenAI pricing", "url": "https://openai.com/api/pricing/", "type": "provider_pricing" }, { "label": "OpenAI Service Terms", "url": "https://openai.com/policies/service-terms", "type": "provider_terms" } ], "word_count_target": "1000-1500", "brand_disclaimer_copy": "Independent guide. We are not affiliated with or endorsed by the provider. Prices and limits may change. Each claim below should link to a provider source and show a last-checked date.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "API vs subscription for AI coding tools", "url": "https://aicodingpricing.com/api-vs-subscription" }, { "@type": "FAQPage", "name": "API vs subscription for AI coding tools", "url": "https://aicodingpricing.com/api-vs-subscription" }, { "@type": "BreadcrumbList", "name": "API vs subscription for AI coding tools", "url": "https://aicodingpricing.com/api-vs-subscription" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. We may miss or delay updates, and providers can change prices or limits before our next review.", "density_semantic_coverage": { "primary_keyword_target": "H1, title, meta, first 100 words, one H2, FAQ", "secondary_coverage": "Use natural mentions across answer block, table headings, FAQ, and internal links. No keyword stuffing.", "entity_coverage": [ "Claude Code", "OpenAI Codex", "Cursor", "GitHub Copilot", "ChatGPT", "subscription", "API", "usage limits", "pricing changelog", "source links", "last checked" ] }, "design_placement_priority": { "above_fold": [ "H1", "short answer", "primary CTA", "disclaimer", "calculator/table hook" ], "near_top": [ "pricing/comparison table", "source links", "last checked" ], "lower_page": [ "SEO body", "FAQ", "internal links", "newsletter CTA" ], "crawlability": "FAQ may be collapsible only if server-rendered/crawlable; do not remove body copy for design cleanliness." } }, { "path": "/github-copilot-pricing", "priority": "P1", "page_type": "pricing_page", "index_policy": "index_after_validation_or_unique", "canonical": "/github-copilot-pricing", "freeze_status": "expansion_copy_frozen_not_p0_design_blocker", "primary_keyword": "github copilot pricing", "semantic_keywords": [ "github copilot pricing", "pricing", "usage limits", "calculator", "source links", "last checked", "workflow fit" ], "final_title": "GitHub Copilot Pricing: Free, Pro, Pro+, Business, Enterprise", "final_meta_description": "Compare GitHub Copilot pricing, premium requests, plan limits, business seats, and usage-based billing changes.", "h1": "GitHub Copilot pricing explained", "above_fold_short_answer_40_70_words": "GitHub Copilot pricing should be evaluated by seat plan, premium requests, included models, business controls, and any usage-based billing changes. Verify details with GitHub sources before buying. Source-linked rows, last-checked dates, and caveats must be present before publishing this page as indexable.", "hero": { "headline": "GitHub Copilot pricing explained", "subhead": "Expansion page copy is frozen as a route-ready draft; validate keyword and source data before indexation.", "cta_primary": "Estimate my AI coding cost", "cta_secondary": "Get pricing change alerts", "trust_microcopy": "Independent guide. Publish indexable only after source rows are populated." }, "sections": [ { "h2": "Answer first", "h3": [], "body_copy": "GitHub Copilot pricing should be evaluated by seat plan, premium requests, included models, business controls, and any usage-based billing changes. 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Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "GitHub Copilot plans", "url": "https://github.com/features/copilot/plans", "type": "provider_pricing" }, { "label": "GitHub Copilot premium requests", "url": "https://docs.github.com/en/billing/concepts/product-billing/github-copilot-premium-requests", "type": "provider_docs" }, { "label": "Requests in GitHub Copilot", "url": "https://docs.github.com/en/copilot/concepts/billing/copilot-requests", "type": "provider_docs" } ], "word_count_target": "1000-1500", "brand_disclaimer_copy": "Independent guide. We are not affiliated with or endorsed by the provider. Prices and limits may change. Each claim below should link to a provider source and show a last-checked date.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "GitHub Copilot pricing explained", "url": "https://aicodingpricing.com/github-copilot-pricing" }, { "@type": "FAQPage", "name": "GitHub Copilot pricing explained", "url": "https://aicodingpricing.com/github-copilot-pricing" }, { "@type": "BreadcrumbList", "name": "GitHub Copilot pricing explained", "url": "https://aicodingpricing.com/github-copilot-pricing" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. 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Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "GitHub Copilot plans", "url": "https://github.com/features/copilot/plans", "type": "provider_pricing" }, { "label": "GitHub Copilot premium requests", "url": "https://docs.github.com/en/billing/concepts/product-billing/github-copilot-premium-requests", "type": "provider_docs" }, { "label": "Requests in GitHub Copilot", "url": "https://docs.github.com/en/copilot/concepts/billing/copilot-requests", "type": "provider_docs" }, { "label": "Cursor pricing", "url": "https://cursor.com/pricing", "type": "provider_pricing" }, { "label": "Cursor changelog", "url": "https://cursor.com/changelog", "type": "provider_changelog" }, { "label": "Cursor terms", "url": "https://cursor.com/terms-of-service", "type": "provider_terms" } ], "word_count_target": "1200-1800", "brand_disclaimer_copy": "This comparison is for informational purposes only. 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Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. 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Compare capacity, reset behavior, extra usage options, and workflow fit before upgrading. Source-linked rows, last-checked dates, and caveats must be present before publishing this page as indexable.", "hero": { "headline": "Claude Max vs Pro", "subhead": "Expansion page copy is frozen as a route-ready draft; validate keyword and source data before indexation.", "cta_primary": "Estimate my AI coding cost", "cta_secondary": "Get pricing change alerts", "trust_microcopy": "Independent guide. Publish indexable only after source rows are populated." }, "sections": [ { "h2": "Answer first", "h3": [], "body_copy": "Claude Max vs Pro matters when Claude Code usage pressure makes a lower tier impractical. 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Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "Claude pricing", "url": "https://claude.com/pricing", "type": "provider_pricing" }, { "label": "Claude usage and limits help", "url": "https://support.claude.com/en/articles/11647753-how-do-usage-and-length-limits-work", "type": "provider_help" }, { "label": "Claude Code models, usage, and limits", "url": "https://support.claude.com/en/articles/14552983-models-usage-and-limits-in-claude-code", "type": "provider_help" } ], "word_count_target": "1200-1800", "brand_disclaimer_copy": "This comparison is for informational purposes only. 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Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. 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Otherwise keep it draft or noindex." }, { "question": "Can this page use provider logos?", "answer": "No. Use plain text labels or neutral badges only." }, { "question": "What is the main CTA?", "answer": "Use “Estimate my AI coding cost” or a page-specific variant tied to calculator engagement." }, { "question": "What must be verified before publishing?", "answer": "Source URL, last checked date, confidence, caveat, disclaimer, canonical, and internal links." } ], "schema_types": [ "Article", "FAQPage", "BreadcrumbList" ], "internal_links": [ "/", "/pricing-changelog", "/about", "/contact" ], "source_links": [ { "label": "Using Codex with your ChatGPT plan", "url": "https://help.openai.com/en/articles/11369540-using-codex-with-your-chatgpt-plan", "type": "provider_help" }, { "label": "OpenAI pricing", "url": "https://openai.com/api/pricing/", "type": "provider_pricing" }, { "label": "OpenAI Service Terms", "url": "https://openai.com/policies/service-terms", "type": "provider_terms" } ], "word_count_target": "500-900 plus entries", "brand_disclaimer_copy": "Independent guide. We are not affiliated with or endorsed by the provider. Prices and limits may change. Each claim below should link to a provider source and show a last-checked date.", "schema_jsonld": { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "name": "Codex pricing changelog", "url": "https://aicodingpricing.com/codex-pricing-changelog" }, { "@type": "FAQPage", "name": "Codex pricing changelog", "url": "https://aicodingpricing.com/codex-pricing-changelog" }, { "@type": "BreadcrumbList", "name": "Codex pricing changelog", "url": "https://aicodingpricing.com/codex-pricing-changelog" } ] }, "last_updated_policy": "Show “Last checked: YYYY-MM-DD” on every pricing, limits, comparison, calculator assumption, and changelog module. Launch data must be checked within 72 hours before publishing; core providers should be reviewed weekly after launch.", "footer_disclaimer_copy": "AI Coding Pricing is an independent comparison and calculator site. Claude Code, Claude, Anthropic, OpenAI, Codex, ChatGPT, Cursor, GitHub, GitHub Copilot, and related names are trademarks of their respective owners. This site is not affiliated with, endorsed by, sponsored by, or officially connected to those companies. Pricing and usage limits can change; always verify details on provider sources before buying.", "pricing_data_disclaimer_copy": "Pricing and usage limits are based on publicly available sources and manual review. They may vary by region, account type, plan, promotion, taxes, exchange rates, and provider policy changes. We show source links, last-checked dates, and confidence levels so you can verify before buying.", "calculator_disclaimer_copy": "Calculator results are estimates based on your inputs and our current public pricing assumptions. They are not billing quotes and may not match your actual provider invoice or account-specific limits.", "newsletter_disclaimer_copy": "Pricing alerts are informational. 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