GUIDE · CLAUDE MODELS · OCTOBER 2026

Claude Opus vs Sonnet: Opus 5.5 and Sonnet 5.5 compared for writing.

Opus 5.5 and Sonnet 5.5 shipped six days apart in September 2026, so for once the two are the same generation. Opus still costs twice as much per token. We ran one article brief through each model three times to see what the extra money buys a writer, then priced a finished article and a week of content on both.

BY THE SEO AGENT TEAMUPDATED 2026-10-0314 MIN READ
Editorial cover image for a comparison of Claude Opus 5.5 and Claude Sonnet 5.5 for writing
THE SHORT ANSWER

Claude Opus vs Sonnet: which should you use?

Use Claude Opus 5.5 for long-form articles and editing, and Claude Sonnet 5.5 for outlines, first drafts at volume and metadata. As of October 2026 they are the same generation: both read 1M tokens and know the world to June 2026, but Opus costs $4 and $20 per million input and output tokens against $2 and $10 for Sonnet. On GDPval-AA, a knowledge-work benchmark reported in the Sonnet 5.5 launch post, they score 1846 and 1844, yet the same post says Opus remains clearly stronger at complex, open-ended work. In our test of one article brief run three times on each, all six drafts passed every hard rule; Sonnet took a median 27 seconds and about 4 cents a draft, Opus 30 seconds and about 7 cents, and only the Sonnet drafts drifted from the brief. Sonnet is on the Free plan; Opus needs a paid plan.

Opus or Sonnet, the model still can't see search volume, check its own claims or publish to your CMS. The SEO Agent does all three and ships one cited article a day. Enter your site to start.

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1. Claude Opus vs Sonnet: the two current models, side by side.

As of October 3, 2026, Claude's developer docs list Opus 5.5 and Sonnet 5.5 as the current Opus and Sonnet. Opus 5.5 is the model the docs tell you to start with when you are unsure; Sonnet 5.5 is described as the best combination of speed and intelligence. Here they are on the specs that matter to a writer, from the models overview and each model's page.

SpecClaude Opus 5.5Claude Sonnet 5.5
ReleasedSeptember 22, 2026September 28, 2026
Price per million tokens (in / out)$4 / $20$2 / $10
Speed label in the docsModerateFast
Context window1M tokens1M tokens
Max output per request128K tokens128K tokens
Reliable knowledge cutoffJune 2026June 2026
ThinkingAlways onOn by default, can be turned down
Default effort on the APIMediumHigh
Claude app plansPro, Max, Team, EnterpriseEvery plan, Free included

Three things in that table changed in September. Sonnet caught up on knowledge: Sonnet 5 knew the world only to January 2026, five months behind Opus 5.5, and Sonnet 5.5 now matches its June 2026 cutoff. Opus got cheaper: Opus 5 was $5 and $25, and the release notes say Opus 5.5 costs 40% less to run. And Sonnet kept its price: $2 and $10, the same as Sonnet 5, so the price gap between the two is exactly two to one.

What the table cannot hold is behaviour. Opus 5.5 always thinks before it writes, at a default effort of medium on the API. Sonnet 5.5 defaults to high effort and thinks by default, but its lowest setting switches up-front thinking off entirely. That difference showed up in our test (section three): at their defaults, Sonnet thought for longer than Opus in two of the three pairs of runs. If you are choosing among all four current Claude models rather than these two, our guide to the best Claude model for writing covers Haiku and Fable too.

2. Is Opus better than Sonnet? What the published numbers say.

Yes, but the gap is the narrowest it has been. Three published sources, named so you can check them:

  • The Sonnet 5.5 launch post reports a GDPval-AA score (a benchmark of real-world knowledge-work tasks) of 1844 for Sonnet 5.5 against 1846 for Opus 5.5, effectively a tie. The same post says Opus 5.5 “remains clearly stronger at complex, open-ended work requiring sustained judgment.”
  • Artificial Analysis scored Sonnet 5.5 at 56 on its Intelligence Index on September 28, two points behind Opus 5.5 at max effort and second only to it.
  • The Opus 5.5 launch post is the one that talks about writing directly: it says the model puts the most important information up front, and quotes a tester saying “it writes the way I do.” The Sonnet 5.5 post says Sonnet writes more clearly than the previous generation and produces polished documents.
Editorial illustration: a large cobalt kettlebell beside a smaller coral one on the same bar, standing for two model sizes doing the same work

Read together, the honest summary is this: on structured, well-scoped tasks Sonnet 5.5 is now within a rounding error of Opus 5.5, and on open-ended work that needs judgment Opus is still ahead. For writing, that splits cleanly. Drafting a meta description to a rule set is well-scoped. Deciding what a 2,000-word article should argue, what to cut from a draft, and which claim is too weak to keep is judgment. None of the numbers above is a writing benchmark, though, which is why we ran our own test rather than lean on them.

If you are also weighing a model from another vendor, the cross-vendor version of this comparison is Claude vs ChatGPT for writing.

3. The same article brief through both.

On October 3, 2026 we wrote one article brief and ran it three times on each model. The brief asked for a 1,000 to 1,300-word blog post titled “How to write a meta description that gets the click” for the readers of a small bookkeeping software company. It set a two-to-three-sentence lead, exactly five H2 sections in a fixed order, before-and-after examples for a plumber, a dog groomer and an accountant, three facts it was allowed to use (all from Google Search Central's guidance) with an instruction to add no others, no em dashes, and eight banned words and phrases. Each run had the same one-line system prompt, no tools, and each model's API default effort: medium for Opus, high for Sonnet.

RunTimeOutput tokensWordsCost
Opus 5.5 · run 152.4 s5,050 (2,877 thinking)1,19211.9 cents
Opus 5.5 · run 226.6 s2,308 (117 thinking)1,2196.4 cents
Opus 5.5 · run 330.3 s2,601 (233 thinking)1,2927.0 cents
Sonnet 5.5 · run 125.0 s2,532 (331 thinking)1,2273.4 cents
Sonnet 5.5 · run 234.3 s3,545 (1,358 thinking)1,2654.4 cents
Sonnet 5.5 · run 326.8 s2,903 (583 thinking)1,2853.8 cents

Time is the API time for the whole response. Cost is the measured input (about 4,500 tokens: the brief plus the command-line tool's own wrapper) and output at list price, with thinking billed as output. On the hard rules it was a draw: all six drafts used the exact title, all five H2s in order with nothing after the last, stayed inside the word range, used all three examples, and contained zero em dashes, zero banned phrases and zero invented statistics.

The differences were in the softer rules, and they all went one way. Every Opus lead was two sentences, inside the limit. One Sonnet lead ran to four sentences against a limit of three. And two of the three Sonnet drafts added a claim the brief had not given them: one said a good description will not move a page up the results, another that the text appears when someone shares a link. Both are the kind of claim a reader would believe. Neither came from the three facts the brief allowed. We found none of that in the Opus drafts.

Three runs each is a test, not a benchmark, so treat it as a method you can copy. Write the brief the way our brief-first writing process describes (it works the same in Claude), list your hard rules, run it at least three times per model, and score each draft against the rules before you read it for style. Then check every claim the brief did not supply, because that is where both models will surprise you. That last step is exactly what an AI fact checker is for.

4. Speed and price per finished article.

Per token, Sonnet 5.5 costs half as much as Opus 5.5 and generates faster: in our runs it produced about 101 to 108 output tokens a second against 86 to 96 for Opus. Per article, the gap shrinks, because at its default effort Sonnet thought more. Its median run used 2,903 output tokens to Opus's 2,601. The medians:

  • Sonnet 5.5: 27 seconds and about 3.8 cents per finished 1,200-word draft.
  • Opus 5.5: 30 seconds and about 7 cents per draft, with one outlier run at 52 seconds and 11.9 cents when it thought for 2,877 tokens before writing a word.
Editorial illustration: a cobalt stopwatch with one hand, standing for the time and cost of one finished draft

So Opus costs a little under twice as much per article, and for a single article the speed difference is a few seconds. The Sonnet 5.5 launch post's own claims point the same way: more than 30% faster output than Sonnet 5 and up to 30% less per task, measured against the old Sonnet, not against Opus. If you need Opus and speed, its API has a fast mode in research preview at up to 2.5 times the output speed, at a premium price.

Two adjustments take these numbers toward real life. Nobody ships a first draft, so multiply by the passes you actually run (outline, draft, revision): a finished 2,000-word article on Opus 5.5 lands around 30 cents, on Sonnet 5.5 around 17. And anything that can wait goes through the Batch API at half price. Where the gap does add up is volume: rewriting meta descriptions and title tags across hundreds of pages is where Sonnet, or Haiku, earns its place. For one article a week, pick the better writer and stop optimizing: the model is the cheapest line in the budget.

5. Opus vs Sonnet for SEO content.

For articles meant to rank, use Opus 5.5 for the draft and the final pass and Sonnet 5.5 for the volume work around it. Then accept that past that choice, the model is the least important input. What decides whether a page ranks is the same on both, and neither model supplies it.

Neither has a keyword database, so any search volume either one quotes is a guess; the query has to come from measured data or your own Search Console, which our blog SEO guide walks through. Neither has seen your customers or your numbers, so the first-hand material has to come from you. And both share a June 2026 knowledge cutoff, so anything since then is either missing or invented. The test above showed the subtler version: a confident claim that was never in the brief.

Google is clear that the model is not the issue either way. Google Search Central says it focuses on the quality of content rather than how it was produced, and warns that using generative AI to publish many pages without adding value may violate its scaled content abuse policy. There is more ranking data on that in our AI SEO statistics. What Opus 5.5 changes for search work specifically, from keyword selection to publishing, has its own guide: Opus 5.5 for SEO. The Project, skills and connector setup that works with either model is in how to set Claude up for SEO, and if the goal is also to be the page Claude quotes in its own answers, that is a separate job: getting your pages cited by LLMs.

6. The verdict by writing job.

Which Claude model should you use? Route by the job, not by habit. This is where each model is worth its price for writing and SEO content, based on the published specs, the launch posts and what we saw in our own runs.

JobUseWhy
Long-form article (1,500+ words)Opus 5.5Holds structure across the whole piece and leads with the answer. The few cents it costs over Sonnet are the cheapest line in the article.
Editing a draft you already haveOpus 5.5Judgment work: what to cut, what to move, which claim is weak. This is the open-ended work the Sonnet 5.5 launch post says Opus is still clearly stronger at.
Outlines and briefsSonnet 5.5Short, structured output you will rewrite anyway. Sonnet is faster and half the price per token, and you generate several to pick from.
Metadata at scale (titles, meta descriptions)Sonnet 5.5, or Haiku 4.5 in bulkHundreds of short outputs against a fixed rule set. Volume and price decide it; send it through the Batch API for half off.
First drafts at volumeSonnet 5.5When you will edit every draft heavily, speed per draft beats polish per draft. Do the final pass on Opus.

The pattern behind the table: Opus where a mistake is expensive and the work is open-ended, Sonnet where the output is short, structured or about to be rewritten. Switch at stage boundaries (outline on Sonnet, draft and edit on Opus), never in the middle of one draft, or the voice changes at the seam. For metadata, compare what you get against a purpose-built meta description generator that checks length against what Google actually shows.

Editorial illustration: a cobalt knife block holding one long and one short knife, standing for picking the right model for each writing job

7. Where Haiku and Fable fit.

Haiku 4.5 is the bulk option and nothing more for a writer. At $1 and $5 per million tokens it is the fastest and cheapest current model, which makes it good for hundreds of meta descriptions or summaries through the Batch API. It is a generation older than the two models on this page: its reliable knowledge stops at February 2025, its context window is 200,000 tokens, and the Sonnet 5.5 launch post says Haiku 5.5 will join the 5.5 family in the coming weeks.

Fable 5.1 sits above Opus at $10 and $50 per million tokens with the slowest speed label in the lineup. Claude's docs reserve it for demanding reasoning and long-horizon work, and the Opus 5.5 release notes say Opus now performs at Fable 5.1 level on most work, so for articles it is rarely worth the price. The one writing job where it can be is a single long document built from a large research pack. The full four-model breakdown is in the Claude lineup by writing job, and the ChatGPT equivalent is our best ChatGPT model for writing guide.

WORKED EXAMPLE

A worked example: one week of content, routed by job.

Take a fictional invoicing app, Tallypine, publishing three articles a week. The company and its log are invented; the per-token prices are the real ones from section one, and the per-draft costs are scaled from our measured runs in section three, before retries. Here is one week routed by the verdict table:

Opus 5.5

3 long-form articles, 2,000 words each: about 90 cents.

Opus 5.5

1 edit pass on an old 2,000-word guide: about 9 cents.

Sonnet 5.5

10 outlines for next week: about 17 cents.

Sonnet 5.5

80 meta descriptions, Batch API: about 28 cents.

The arithmetic: a 2,000-word Opus draft is about 4,000 output tokens plus a 6,000-token brief with sources, roughly 10 cents, and three passes per article make 30. An outline on Sonnet is about 2 cents. A meta description through the Batch API on Sonnet is about a third of a cent. The week comes to roughly $1.45 of model time. Running everything on Opus would add about 45 cents; running everything on Sonnet would save about 40 cents and put the long-form drafts on the model that drifted from the brief in our test.

Now the other column. Tallypine's editor logged about nine hours that week: writing three briefs, checking every claim in three drafts (the step that caught a made-up integration and a pricing figure from last year), the edit, and publishing. That ratio is the real answer to Opus vs Sonnet. Pick the right model per job and you have optimized the cheapest line in the budget; the hours around it are where the cost and the quality both live.

Common mistakes when choosing between them.

  1. Judging on one blank prompt. “Write a blog post about X” once in each window is the usual test and the least useful one: both return the average of the web, and one run tells you nothing about variance. Our Opus runs ranged from 27 to 52 seconds on the same brief. Use your real brief, three runs each, and score against your rules.
  2. Assuming Sonnet is always faster. It generates faster per token, but at its default high effort it can think longer than Opus does at medium. If speed is the point, turn Sonnet's effort down for short, well-specified jobs, which is what its own docs suggest for latency-sensitive work.
  3. Comparing the old pair. Most Opus vs Sonnet advice online predates September 2026, when Sonnet 5 knew the world only to January 2026 and Opus cost $5 and $25. Check the version before you trust the verdict, including on this page (it is dated at the top).
  4. Trusting what either model adds. Two of our six drafts slipped in a claim that was not in the brief, and both sounded right. Put the facts in the brief with their sources, and treat anything else as unverified until you open a source yourself.
  5. Switching models mid-draft. Finishing a section on whichever model is faster changes the voice at the seam. Keep your style rules in a Claude Project that holds your style guide and switch only between stages.
  6. Upgrading the model to fix a volume problem. When output is thin at ten articles a week, the problem is checking time per article, and it scales with people, not models. That is the case for autoblogging with a quality gate rather than without one.
BEFORE YOU GO

The model is the cheap decision.

Opus 5.5 for long-form and editing, Sonnet 5.5 for outlines, volume drafts and metadata, and you have made the choice that costs cents. The choices that cost hours are the ones around it: which query to write for, what first-hand material goes in, which claims survive the check, and whether anyone publishes on the days nobody feels like it.

That daily loop is the job we built our AI SEO agent to do. It picks keywords from live search data, cites a source for every claim, refuses drafts that fail its quality gate and publishes natively to your CMS, with every stage listed on the SEO automation pipeline page. It costs a flat $99 a month after a free trial, and why we built it is its own short read.

QUESTIONS

Common questions about Claude Opus vs Sonnet.

Missing something? Ask us directly.

Is Claude Opus better than Sonnet?

For writing, yes, by a smaller margin than the price suggests. Claude Opus 5.5 costs twice as much per token as Claude Sonnet 5.5 ($4 and $20 per million input and output tokens against $2 and $10). On GDPval-AA, a knowledge-work benchmark reported in the Sonnet 5.5 launch post, they score 1846 and 1844, but the same post says Opus 5.5 remains clearly stronger at complex, open-ended work requiring sustained judgment. In our own test of one article brief run three times on each, all six drafts passed the hard rules and only the Sonnet drafts drifted from the brief.

What is the difference between Claude Opus and Sonnet?

Opus is the larger, slower and more expensive model; Sonnet is the mid-sized one Claude's developer docs describe as the best combination of speed and intelligence. As of October 2026 the current versions are Opus 5.5 (released September 22, 2026) and Sonnet 5.5 (September 28, 2026). Both read up to 1 million tokens, write up to 128,000 tokens per request and have a reliable knowledge cutoff of June 2026. Opus 5.5 always thinks before it answers; Sonnet 5.5 thinks by default but can be turned down. Sonnet is on every Claude plan including Free; Opus needs a paid plan.

Which Claude model should I use?

Claude's developer docs say to start with Opus 5.5 for most workloads if you are unsure. For writing specifically: Opus 5.5 for long-form articles and editing, Sonnet 5.5 for outlines, briefs and first drafts at volume, and Sonnet 5.5 or Haiku 4.5 through the Batch API for titles and meta descriptions across many pages. Fable 5.1 only earns its higher price on long research turned into one finished document.

Is Claude Opus or Sonnet better for writing?

Opus 5.5, for anything long or anything that needs judgment. Its launch post says it puts the most important information up front, and in our test every Opus lead stayed at two sentences, inside the limit the brief set, while one Sonnet lead ran to four. Sonnet 5.5 is the better pick when you need many short pieces fast, or first drafts you will rewrite anyway. Its launch post says it writes more clearly than the previous generation of models.

How much faster is Sonnet 5.5 than Opus 5.5?

Less than you might expect, for one article. Claude's docs label Sonnet 5.5 fast and Opus 5.5 moderate. In our test (one 1,000 to 1,300-word article, three runs each, each model at its default effort), Sonnet 5.5 took a median 27 seconds and Opus 5.5 a median 30 seconds. Sonnet generated about 101 to 108 output tokens a second against 86 to 96 for Opus, but at its higher default effort it spent more of them thinking. One Opus run took 52 seconds because it thought for 2,877 tokens before writing.

Can I use Claude Opus 5.5 on the free plan?

No. The Claude pricing page lists Sonnet and Haiku on the Free plan, and Opus from the Pro plan up ($20 a month, or $17 a month billed annually), plus Max, Team and Enterprise. On the API there is no plan gate: you pay $4 per million input tokens and $20 per million output tokens, half that through the Batch API.

Is Sonnet 5.5 good enough for SEO articles?

For drafts, yes. All three Sonnet 5.5 drafts in our test followed the brief's structure, used all three required examples, stayed inside the word range and used no banned phrases. Where it fell short of Opus was discipline: two of its drafts added a claim the brief had not given it. For an article that will rank, the bigger gaps are the same on both models: neither has search volume data, and both need their claims checked against a source before you publish.

Where do Claude Haiku and Fable fit against Opus and Sonnet?

At the two ends. Haiku 4.5 ($1 and $5 per million tokens, the fastest current model) is the bulk option for short copy such as meta descriptions, but its reliable knowledge stops at February 2025 and Haiku 5.5 is announced, not released. Fable 5.1 ($10 and $50, the slowest) is for long research carried through to one finished document. The Opus 5.5 launch notes say Opus performs at Fable 5.1 level on most work, so for everyday writing the choice is Opus or Sonnet.

PAST THE MODEL CHOICE

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