{"id":735292,"date":"2026-06-24T20:20:28","date_gmt":"2026-06-24T17:20:28","guid":{"rendered":"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/"},"modified":"2026-06-24T20:20:28","modified_gmt":"2026-06-24T17:20:28","slug":"ai-coding-costs-could-top-developer-salaries-by-2028","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/","title":{"rendered":"AI coding costs could top developer salaries by 2028"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a3d6b47258b1\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a3d6b47258b1\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/#From_20_to_5000_a_month\" >From $20 to $5,000 a month<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/#Nobody_can_see_the_bill\" >Nobody can see the bill<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/#Why_the_costs_keep_climbing\" >Why the costs keep climbing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/#The_industry_scrambles_for_a_fix\" >The industry scrambles for a fix<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/#What_Gartner_says_to_do\" >What Gartner says to do<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/buradabiliyorum.com\/en\/ai-coding-costs-could-top-developer-salaries-by-2028\/#The_bottom_line\" >The bottom line<\/a><\/li><\/ul><\/nav><\/div>\n<div id=\"article-main-content\">\n<p><em>By 2028, the AI tools a developer uses could cost more than the developer\u2019s salary, Gartner warns. AI coding costs are climbing fast, and most companies cannot even see what they are spending.<\/em><\/p>\n<p>The AI coding boom has a bill, and it is growing fast. By 2028, AI coding costs will overtake the average developer\u2019s salary, <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2026-06-24-gartner-predicts-ai-coding-costs-will-surpass-average-developer-salary-by-2028-as-token-consumption-surges\" target=\"_blank\" rel=\"nofollow noopener\">Gartner predicted<\/a> on 24 June. The cause is simple: every move an AI agent makes burns tokens, and the meter is always running.<\/p>\n<p>Tokens are the units of data an AI model processes. Under the new pricing models, more tokens mean a bigger bill. \u201cOrganizations are rapidly moving from experimentation to scaled deployment of AI coding agents, but many are underestimating the financial impact,\u201d said Nitish Tyagi, a senior principal analyst at Gartner.<\/p>\n<p>The warning lands at a strange moment. AI coding tools are wildly popular. Engineers love them, and managers credit them with real speed gains. Yet the same tools now threaten to cost more than the people they help. Gartner\u2019s point is blunt: popularity and price are rising together.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"From_20_to_5000_a_month\"><\/span>From $20 to $5,000 a month<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The jump is already visible. AI coding bills are leaping from $20 or $100 a month per developer to $2,000 or even $5,000, <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.theregister.com\/ai-and-ml\/2026\/06\/24\/ai-coding-agents-could-soon-cost-more-than-the-developers-using-them\/5260864\" target=\"_blank\" rel=\"nofollow noopener\">Tyagi told The Register<\/a>. The driver is a quiet change in how the tools are sold.<\/p>\n<div class=\"inarticle-wrapper latest channel-cta hs-embed-tnw\">\n<div id=\"hs-embed-tnw\" class=\"channel-cta-wrapper\">\n<div class=\"channel-cta-img\"><img decoding=\"async\" class=\"js-lazy\" src=\"https:\/\/media.thenextweb.com\/hardfork-2018\/uploads\/visuals\/tnw-newsletter.png\"\/><\/div>\n<p><img decoding=\"async\" src=\"https:\/\/media.thenextweb.com\/hardfork-2018\/uploads\/visuals\/tnw-newsletter.png\"\/><\/p>\n<div class=\"channel-cta-input\">\n<p class=\"channel-cta-title\">The \ud83d\udc9c of EU tech<\/p>\n<p class=\"channel-cta-tagline\">The latest rumblings from the EU tech scene, a story from our wise ol&#8217; founder Boris, and some questionable AI art. It&#8217;s free, every week, in your inbox. Sign up now!<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>Vendors used to charge a flat seat fee. Now most charge by consumption. A developer pays for what an agent uses, and an agent can use a lot. That shift turns a predictable line item into a wild one. It is the same dynamic that has already seen enterprise AI bills <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/trip-and-travel\/\" data-internallinksmanager029f6b8e52c=\"10\" title=\"Trip &amp; Travel\" target=\"_blank\" rel=\"noopener\">trip<\/a>le even as token prices fell.<\/p>\n<p>Consumption pricing rewards the vendor when usage grows. The more an agent writes, tests and retries, the more it bills. A single autonomous task can chew through tokens a developer never sees. Multiply that across a whole team, and the monthly invoice swells.<\/p>\n<p>None of that means the tools fail. Used well, they ship features faster and free engineers from grunt work. The worry is the gap between the promise and the invoice. Right now, far too few teams measure it, and fewer still act on what they find.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Nobody_can_see_the_bill\"><\/span>Nobody can see the bill<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The deeper problem is visibility. Many vendors do not show how they calculate or bill token use, Gartner said. Companies cannot forecast the cost, so budgets run dry early. \u201cMost organizations still lack the maturity and frameworks to effectively measure cost versus business impact,\u201d Tyagi said.<\/p>\n<p>Gartner is blunt about the result. Engineering leaders find token-driven spend harder and harder to justify. Budgets vanish sooner than planned. And without a way to tie spend to business value, the next budget meeting gets awkward.<\/p>\n<p>Developers are not the ones policing it. They optimise for speed, not cost. \u201cToken discipline will not emerge through developer choice alone,\u201d Tyagi said. Without rules, he warned, costs can climb faster than the productivity the tools promise.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_the_costs_keep_climbing\"><\/span>Why the costs keep climbing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Several forces push the meter up. Agents left to run on their own burn tokens freely. Bloated context windows, where the tool receives more text than it needs, add more. And teams rarely build a feedback loop to trim the waste.<\/p>\n<p>The tools themselves offer little help. AI coding vendors have not built in mature cost controls, Gartner said. So the job of restraint falls on the buyer. Most buyers are not ready for it.<\/p>\n<p>The user base is changing too. As people grow comfortable with the tools, light users become heavy users. Gartner expects model prices to rise as well, as AI firms chase profit. More usage, at a higher price, points one way.<\/p>\n<p>This is already reshaping behaviour. Some firms have started to cap how much AI their staff can use. The most AI-hungry companies now spend around $7,500 per employee each month.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_industry_scrambles_for_a_fix\"><\/span>The industry scrambles for a fix<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The pain has created a market. Database vendors are now <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.theregister.com\/ai-and-ml\/2026\/06\/24\/database-vendors-pitch-themselves-as-the-cure-for-runaway-ai-costs\/5260126\" target=\"_blank\" rel=\"nofollow noopener\">pitching themselves as the cure for runaway AI costs<\/a>, arguing they can cut the number of calls a coding agent makes. Others want an industry standards body to explain the bills.<\/p>\n<p>Even big players are pulling back. Microsoft quietly retreated from heavy Claude Code use over cost, and GitHub paused some Copilot sign-ups as agentic demand strained the economics. The tools work. Paying for them at scale is the hard part.<\/p>\n<p>Gartner sees the wider market entering a fresh phase of expansion and competition. That should, in time, bring better cost tools and clearer pricing. For now, the buyers sit ahead of the products. They are scaling fast on tools that were never built to be cheap.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_Gartner_says_to_do\"><\/span>What Gartner says to do<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Gartner\u2019s advice is about discipline, not retreat. It tells engineering leaders to sort tasks into three buckets: developer-led, developer-with-agent, and fully agent-led. Each one gets a set level of autonomy.<\/p>\n<p>Take model routing first. A frontier model is overkill for a simple function. Gartner wants teams to send easy, high-frequency tasks to smaller, cheaper models, and reserve the expensive ones for complex work. Done well, that alone can trim the bill sharply.<\/p>\n<p>Context engineering is the other lever. Every extra line fed to the model costs tokens. Trim the input to what matters, summarise the rest, and the meter slows. Then set token limits, monitor usage automatically, and review the heaviest workflows in every sprint, rather than panicking once the budget runs out.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_bottom_line\"><\/span>The bottom line<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>None of this kills the case for AI coding. The tools genuinely speed work up, and few teams will hand them back. But Gartner\u2019s forecast is a warning that the savings are not automatic. A tool that writes code faster is no bargain if it costs more than the person using it.<\/p>\n<p>The open question is whether discipline arrives before the bill does. Pricing keeps rising, usage keeps growing, and the visibility stays poor. 2028 is not far away. The companies that win will be the ones that learn to count tokens before the tokens count them.<\/p>\n<\/p><\/div>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" target=\"_blank\" >Technology category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/thenextweb.com\/news\/ai-coding-costs-developer-salary-gartner-2028\" target=\"_blank\" >Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>By 2028, the AI tools a developer uses could cost more than the developer\u2019s salary, Gartner warns. AI coding costs are climbing fast, and most companies cannot even see what they are spending. The AI coding boom has a bill, and it is growing fast. By 2028, AI coding costs will overtake the average developer\u2019s&#8230;<\/p>\n","protected":false},"author":1,"featured_media":735293,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media.thenextweb.com\/2026\/06\/developer-coding.avif","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-735292","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/735292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=735292"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/735292\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/735293"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=735292"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=735292"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=735292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}