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Best AI Image Upscalers in 2026: Local Models vs Online Tools

Best AI Image Upscalers in 2026: Local Models vs Online Tools If you search for the best AI image upscaler , most results promise "4x more detail" and never mention the awkward part: an upscaler cannot recover detail that was never captured. It guesses. Sometimes the guess is excellent, and sometimes it paints a confident wrong eyelash or a smooth, plastic-looking wall. This guide compares two free local options with three online or hybrid tools, and keeps that distinction front and center. I read each vendor's own page on October 25, 2026 for prices, limits, and scale factors. I did not run a benchmark, measure sharpness scores, or compare outputs side by side, so I make no quality-ranking claims. Where a number was unclear or missing, I say so. The 30-second answer Best free, no sign up: Upscale.media. Its page says you can upscale one image per day without signing up. It is a fine fit for a one-off image. Best local / open-source: Upscayl. It is listed as fre...

Cursor vs Windsurf vs Zed in 2026: Which AI Code Editor Earns Its Seat

Cursor vs Windsurf vs Zed in 2026: Which AI Code Editor Earns Its Seat

If you typed "cursor vs windsurf which is better" into a search box this month, you probably hit a snag I did too: the answer changed under everyone's feet. Windsurf now redirects to a different brand, Cursor's plan names are not what most guides say, and Zed has quietly become the odd one out by charging for tokens instead of "requests." This post is a buying-decision comparison, not a setup tutorial. I read the vendor pricing pages on October 24, 2026 and I flag every place where a number did not line up. I did not benchmark speed or code quality, so I make no claims there.

The 30-second answer

  • Default pick for most developers who want an AI-first editor: Cursor, if its current entry price fits your budget.
  • Best for agent-heavy, hands-off work: Windsurf, which is now branded Devin Desktop. Its $20 Pro plan is the clearest price on this page.
  • Best for people who care about editor speed and want to pick their own models: Zed. It is the only one with a $0 plan that lets you bring your own API keys.

Cursor vs Windsurf vs Zed: quick comparison

Prices verified October 2026, USD per month. Vendors change plans often, so confirm on the live page before paying.

EditorPricing modelBest forAI approachMain weakness
CursorTiered subscription with a usage pool; third-party models billed at API list price on topDevelopers who want AI built into every keystrokeTab completion plus agents, in a VS Code-style editorPlan names and prices are in flux; usage limits are not published as numbers
Windsurf (now Devin Desktop)Subscription with daily and weekly quotas; extra usage at API pricingDelegating multi-step tasks to an agentAgent-first, with cloud agents on paid plansRebrand confusion; quota sizes are not published
Zed$0 personal, $10 Pro with $5 of tokens, usage-based beyond thatSpeed-focused developers who want model choiceNative agent panel, edit predictions, external agents, bring-your-own-keySmaller ecosystem than a VS Code fork

Cursor: what it is for

Cursor is the editor I would point a VS Code user to first. It keeps the familiar layout and puts AI into two places: inline completion as you type, and an agent that edits across files. That combination is why it keeps winning "zed vs vscode vs cursor" comparisons for people who want AI everywhere without changing habits.

Pricing, and why I am cautious

This is the messy part. The pricing page I fetched listed Free at $0, Plus at $8, Premium at $30, Super at $100 and Ultra at $200 per month, with Teams from $30 per user. It describes a shared usage pool that refreshes weekly, with third-party models billed separately at API list price and optional spending caps. Several third-party guides I searched still describe an older ladder of Pro at $20, Pro+ at $60 and Ultra at $200. I could not reconcile the two, so check cursor.com/pricing before you budget. The page also gives no request counts or dollar allowances per tier, only multiples such as 4x or 15x relative to Plus.

Verdict: the best fit if you want the most polished AI-in-editor experience. Catch: third-party frontier models are not included in the subscription price, so heavy use can cost more than the headline number.


Windsurf: agent-first flow, and a new name

Windsurf's pitch has always been an editor where the agent does the walking and you review. Here is the update most comparisons miss: windsurf.com now redirects to devin.ai, and the editor has been rebranded Devin Desktop. The pricing page I fetched does not mention the name Windsurf at all. Search results I read put the rebrand in June 2026 and the switch from credits to quotas in March 2026. I treat those dates as reported, not verified.

Subscription economics

  • Free, $0: a light agent quota, limited models, unlimited inline edits and Tab completions.
  • Pro, $20: higher quotas, access to models from OpenAI, Claude and Gemini plus open-source models, and cloud agents.
  • Max, $200: "significantly higher quotas," with no numbers given.
  • Teams: $80 per month for the team plan plus $40 per month per full developer seat.

Paid plans refresh daily and weekly, and once you exceed the allowance you can buy extra usage billed at API pricing. The cost of a message varies with the model, task size and reasoning effort, so you cannot predict a bill from the sticker price alone.

Verdict: the cleanest price ladder of the three and a sensible fit for agent-style work. Catch: no published quota numbers, and if you liked the old Windsurf brand, expect to relearn where things live.


Zed: native speed and honest limits

Zed is a different kind of tool. It is a from-scratch native editor written in Rust with its own GPU-based UI framework, GPUI, which is why people describe it as fast to open and smooth to scroll. I did not benchmark it, and the docs page I read did not discuss GPUI, so treat that as general background rather than a measured result. The same goes for Zed's collaboration and remote-development features: I know they exist as part of the product, but I did not verify details this run, so test them yourself if they decide your purchase.

Its AI angle

Zed's AI docs list an agent panel, parallel agent threads, Zed's own agent with MCP support, external agents that connect through its agent protocol, terminal threads, edit predictions, an inline assistant and commit-message generation. The point that stands out: you can connect models with your own API keys, sign in with a subscription, use a gateway, or run local models. The editor is the product, and the model is your choice.

Pricing

  • Personal, $0: unlimited use with your own API keys or external agents. No hosted AI credits.
  • Pro, $10: unlimited edit predictions and $5 of tokens included. Beyond that, usage-based billing at API list price plus 10%, with a spending cap you can set.
  • Business, $30 per seat: unlimited edit predictions, no fixed token allotment, no minimum seat count.

Verdict: the best value if you already pay for model access elsewhere. Catch: it is a smaller ecosystem than a VS Code fork, so if you depend on a particular extension, check that it exists before switching.


Token and pricing economics: subscription vs usage

This is where "windsurf pricing vs cursor tokens 2026" searches land, and the honest answer is that all three have drifted toward the same model: a flat subscription that covers a limited amount of AI use, then usage at roughly API cost.

EditorEntry paid priceWhat is includedWhen you exceed it
CursorCheck the live page (the page I read listed $8 for Plus; guides cite $20 for Pro)Shared usage pool, refreshed weekly; no dollar figure publishedTop-offs or wait for refresh; third-party models at API list price
Windsurf (Devin Desktop)$20 (Pro)Daily and weekly quotas; no figures publishedExtra usage bought at API pricing
Zed$10 (Pro)$5 of tokens plus unlimited edit predictionsAPI list price plus 10%, monthly or per $10, with a cap

Three practical takeaways:

  • Zed is the most transparent. It states the token allowance in dollars and the markup in percent. You can calculate a bill.
  • Cursor and Windsurf hide the allowance. You know the monthly price but not how many agent runs it buys, so your first month is the real test.
  • Bring-your-own-key changes the math. Zed's free plan costs nothing if you already pay a model provider directly. The cost then goes to your provider at their rate. For a closer look at per-token math, see my OpenAI API cost breakdown.

Whichever you choose, set a spending cap on day one. All three pages I read describe some form of cap or controlled top-up, but I did not test how each behaves at the limit.

Who this is NOT for

  • Anyone who wants speed or quality benchmarks. I ran none. Try two editors on one of your real tasks.
  • Teams on a locked-down policy. All three can send code to hosted models. Zed's local-model option helps, but a security review comes first.
  • Heavy extension users. A VS Code-style editor will carry your extensions over more easily than Zed will.
  • People who need exact monthly costs. Cursor and Windsurf do not publish usage quantities, so the bill depends on how you work.
  • Anyone comparing CLI agents. Searches like "codex vs cursor vs windsurf" mix terminal agents with editors. I did not evaluate Codex here, though Zed lets you run external agents inside it.

Honest verdict

My default recommendation: Zed Pro for developers who value editor speed and model choice, Cursor for everyone who wants the most AI built into a VS Code-like workflow.

  • Pick Cursor if you want AI woven through your editing and will accept a less predictable usage bill.
  • Pick Windsurf (Devin Desktop) if you mostly delegate whole tasks to an agent and like a flat $20 starting point.
  • Pick Zed if you want transparent token pricing, a fast native editor, or the option to run your own keys for free.

This is judgment from published specs, not from a lab test. Spend one month on a free plan before you pay anyone.

FAQ

Cursor vs Windsurf: which is better?

For polish and in-editor AI, I lean Cursor. For agent-style delegation with a simple $20 starting price, Windsurf (Devin Desktop) is a fair choice. I did not test output quality.

Zed vs VS Code vs Cursor?

VS Code is the familiar baseline, Cursor is a VS Code-style editor with deeper AI, and Zed is a separate native editor with a smaller ecosystem and the most open model setup. I cover the plain VS Code side in PyCharm vs VS Code for Python.

Is Windsurf pricing cheaper than Cursor in 2026?

I could not confirm it. Windsurf lists $20 for Pro. Cursor's entry price depends on which version of its pricing is current, so compare the two live pages side by side.

Spotted an outdated price or a plan change? Email nandminc2020@gmail.com.

Keep reading: PyCharm vs VS Code for Python in 2026, AI Code Review Tools in 2026: 5 Options, and Run LLMs Locally in 2026: Ollama vs LM Studio.

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