Claude Opus 5.5: API Costs for Coding and Visual Tasks

Haiku 5.5 offers lower starting token rates for routine extraction and routing, while Opus is a candidate for harder coding and knowledge work. Compare the full bill for accepted results, including cache, effort and retries; the Haiku guide separates short-prompt price ratios from long-context costs and same-High evaluation evidence.

Mythos 5.1 is another CVP model with a different cost profile: its Claude API input and output rates are $10 and $50 per million tokens. The Mythos guide separates program access, workspace setup and total request cost; choose it when the task benefits from that model within your approved scope.

Anthropic’s October 6 Cyber Verification Program covers advanced defensive security and authorized penetration testing with Opus 5.5. Routine code review, patching known issues and vulnerability discovery in code you own remain available through general access.

For advanced work, choose the relevant verification tier; Red Team Access is for organizations. For Claude Console/API access, the organization owner assigns the approved program to workspaces; Enterprise uses custom roles. Enrollment requires data retention, with a temporary exception for organizations already using Claude Fable 5.1 or Mythos 5.1 with Zero Data Retention. Verification is an access condition, not a new model or token-price discount.

Every’s September 22 first-person review shows several different choices. Designer Tyler Nishida, who had left Claude, wanted Opus back for visual work but faced the cost of another $200 subscription. Dan Shipper still described his usage as 80/20 Codex versus Claude. Kieran Klaassen moved daily coding from Fable to Opus while keeping Astra for technical writing.

The named accounts describe different jobs moving to different tools. Identify the job you would move and the client features you would give up. Visual steering, model behavior, subscription limits and the coding client all affect that choice.

Select claude-opus-5-5 in the Claude API or a client that offers this exact model. The Claude Platform also lists Amazon Bedrock, Google Cloud, Microsoft Foundry, and Claude Platform on AWS. A coding client supplies repository access and runs tools; choosing the model alone does not give an API request permission to edit files.

For a first API trial, send one concrete task to the Messages API with model claude-opus-5-5, a max_tokens limit, and your input in messages. Keep the API key on the server. If you are migrating from Opus 5, read the model guide first: thinking cannot be disabled, forced tool use can return an error, and older computer-use tool versions are not accepted on some platforms.

Motion design is a useful coding task for Claude Opus 5.5: animated typography, product UI transitions and short explainers can be drawn with HTML, SVG, Canvas or React. A renderer captures the frames and ffmpeg encodes the movie. Give the model a storyboard, readable text, a reference style and timing constraints before judging the finished cut.

Claude Video groups creator-attributed clips by format and links to the original posts. Some entries include the shared prompt, so you can inspect the cut and see how the creator described its scenes and timing.

“Made with Opus” does not mean native video generation. In one first-person account, Claude Code wrote HTML and GSAP compositions, rendered them in headless Chrome, and returned a 40-second promo. The creator watched each render and directed nine versions by voice. Locking the palette, typography, and motion rules helped prevent style drift; a frame-rendering bug still needed a code fix. That is a test of visual choices, timing, tooling, and revision discipline.

Another creator reported a 30-second SaaS launch video based on assets from an iOS simulator. Their transcript-based estimate was $7.74 and 22 minutes 49 seconds of API run time, with substantial cache use. It is one reported run, not a going rate for a finished video. For your own brief, count the renders and human revisions needed to approve the cut alongside tokens and elapsed time.

Raphaël Aubry’s MIT-licensed claude-motion-design skill supplies an HTML, Playwright and ffmpeg workflow. A seek(t) function draws any requested moment; a beat map coordinates motion and sound. Its process reviews four still frames before a full render, and the published Howseen launch example took five iterations. Budget for model calls, browser rendering and review time; music, fonts and other media keep their own license terms.

Vincentwei1021’s mg-styles-15 publishes fifteen ten-second films with prompts and source, covering typography, shape morphs and other styles. The author reports two review and revision rounds per film. Use the gallery to choose a visual reference and inspect its code, then test legibility on a phone before rendering at full resolution.

On Hacker News, minimaxir points to editable source as a useful distinction in these clips, while gAI describes asking Opus for an After Effects JSX script to continue editing in their usual tool. Choose a workflow that leaves you able to change the scene and timing after the first render.

On October 1, Anton Odelski described a Godot tactical-RPG workflow on X. Opus 5.5 at max handled planning, specifications and review; an xhigh chat handled UI and 3D design; Sonnet checked visible results; Sol wrote code in Codex. Executors used separate Git worktrees. The author reported fourteen tasks closed over two days, about 15% of the weekly Codex quota used and 97% cached Sol input.

That division is a practical way to evaluate the premium model’s contribution: ask Opus to resolve design uncertainty or review the implementation, then price the whole accepted change. The post reports no absolute dollar bill or token totals. Its quota percentage describes that account’s subscription usage, and cannot be converted into API savings.

In a separate first-person refactor test at medium effort, the author reported equivalent results after one follow-up for each model: Sol used 18% of a five-hour subscription limit, Opus 7%. That is a subscription-capacity observation rather than an API price comparison.

Keep a planning-and-review run separate from a test in which both models implement the entire task. Record human design approval, rejected patches and repair work too. A workflow that splits roles can be useful even when it provides no direct ranking of the two models.

As checked September 30, 2026, standard Claude API pricing is $4 per 1M uncached input tokens, $20 per 1M output tokens, $0.20 per 1M cache reads, and $5 per 1M five-minute cache writes. One-hour cache writes cost $8 per 1M. Fast mode is a separate choice at $8 input and $40 output per 1M. These are API rates, not Claude subscription charges.

Suppose an architecture task uses 250,000 uncached input tokens and 30,000 output tokens across its run. At standard rates that is $1.00 of input plus $0.60 of output, or $1.60. Cache hits, cache writes, tool calls, repeated attempts, and a different output count change the bill.

Opus costs twice Sonnet per uncached input and output token, but a completed task need not cost twice as much. Record total spend and successful outcomes across the same issue. If Opus avoids a failed attempt or substantial rework, its higher unit price may be justified; if both produce an acceptable patch, Sonnet’s lower rates matter more.

For coding, the harder question is whether Claude Opus 5.5 keeps a long task on course when the first plan is wrong. Anthropic’s migration and audit examples suggest tasks to try, but their tools, repositories, and review criteria differ from yours. Test one issue where choosing the wrong approach would create substantial rework.

An independent Artificial Analysis review found Opus 5.5 strong on its evaluation suite while noting substantial output-token use at max effort. That is why a higher score alone cannot decide the API budget. Check whether the same effort setting and agent harness are used before comparing benchmark figures across vendors.

For a repository issue, freeze the revision, prompt, tools, success checks, and time limit. Run Opus and an alternative three times each, then review the patch and tests. For a video brief, fix the storyboard, assets, length, and render settings; have a reviewer mark visual defects and approve or reject each cut.

Record accepted results, elapsed minutes, API spend, cache use, output tokens, tool calls, and revision rounds. Divide total spend by accepted results. A visually striking first render can still be expensive if timing, legibility, or brand details require repeated repair.