Grok vs Claude

In Grok vs Claude, choose Anthropic's Claude for a small team's coding, writing and document workflows; choose xAI's Grok when live X research or the Grok-and-Cursor bundle drives the purchase. Claude Team Standard costs $25 per seat monthly, while The X Subscription's Teams plans start at $30; the API winner changes with context length and caching.

Models, plans and API rates verified against the makers' live pages on 13 October 2026. Prices below are US dollars before tax. The verdicts are based on documented workflow coverage, source access, usage limits and calculated budgets. Grok plans, Claude plans.

Grok vs Claude: Which Should You Pick?

Claude is the better default purchase for a founder equipping a small team. Grok wins when the work starts on X or the bundled coding subscription replaces other spending.

A founder preparing a customer proposal needs source documents, a reusable project brief and an editable deliverable. A developer needs repository access, diffs and tests. A communications lead following a launch needs the original posts and their timing. Those are different buying decisions, even when all three people ask an assistant to “research this.”

Sources: Grok pricing, Claude pricing, Grok Build, Claude Code.

The decision flips toward Grok if native X retrieval or replacing an existing coding subscription is worth more to you than Claude's document workflow. It flips toward Claude if your assistant mostly reads company material, produces deliverables and works alongside an existing development process.

Current Models and Context Windows

The relevant comparison is Grok 4.7 against Claude's 5.5 family, with the exact model named in your budget. “Grok” and “Claude” each cover several products and price points.

xAI lists Grok 4.7 as its flagship for coding and knowledge work. Anthropic lists Claude Opus 5.5 for long-running agent work, Claude Sonnet 5.5 for its speed and capability balance, and Claude Haiku 5.5 for high-volume tasks such as extraction and classification. Its current model page also lists Claude Fable 5.1 for demanding reasoning, so the 5.5 family is not the entire catalog. Grok model page, Claude model overview.

These are standard global API rates per million tokens for short prompts, before caching, tool charges and credits. A token is a small unit of text the model processes; input is what you send, output is what it generates.

Sources: xAI API pricing, Anthropic API pricing, Claude context specifications.

The thresholds matter. Grok 4.7's rate doubles to $4 input and $12 output at its 200,000-token long-context threshold, applying to the whole request. The grok-build-0.1 model rises to $2 input and $4 output at the same threshold. Haiku 5.5's $0.10/$0.50 rates apply to prompts up to 100,000 tokens; above that, they become $0.50/$2.50. Opus 5.5 and Sonnet 5.5 keep their standard rates across the stated million-token window. xAI thresholds, Anthropic thresholds.

Grok Code vs Claude Code: Name the Model and the App

Grok Build is an application; grok-build-0.1 is a separately priced model identifier. The current Grok Build product page says it runs Grok 4.7. Budgeting every Build session at the cheaper grok-build-0.1 rate would therefore be a mistake. Claude Code is likewise an application that uses Claude models. Select the actual model before comparing token costs. Grok Build, xAI model rates.

Context winner: Claude's current family. A context window is the working space for instructions, source material and the conversation. A larger window can accommodate more material in one request, but it does not prove better recall or turn an API limit into a guaranteed chat upload allowance. Claude's consumer pricing page itself says capacity varies by model. For a company handbook or repository, choose the material needed for the job before filling that space. Claude plan limits.

Consumer and Team Plans: What You Pay Today

Grok has the lower paid entry price; Claude has the lower standard team seat price. Higher tiers buy different allowances, so matching dollar figures do not establish equal capacity.

Grok: The X Subscription Replaces the Old Signup Menu

Grok's current pricing page lists Free at $0, Plus at $8, Premium at $30, Super at $100 and Ultra at $200 per month. Premium includes four times Plus usage, Super fifteen times and Ultra fifty times. The allowance is shared across products and refreshes weekly. Current Grok plans.

The X Subscription brings Grok and Cursor, the coding editor and agent product, into one purchase. xAI announced the change on 12 October 2026, with availability rolling out over the following days. Existing SuperGrok, Cursor and X Premium subscribers can keep their current arrangements or switch when the option appears; previous plans are no longer the new-customer menu. That explains why an existing subscriber's bill may differ from the plans above. Subscription announcement.

The bundle's main limitation is the model allowance. Third-party models in Cursor are available on Premium and higher tiers, billed separately at API list prices through top-ups. A founder buying the bundle to keep using Claude inside Cursor should include that additional spending. The included Grok allowance is not an allowance for every model available in the editor. Grok pricing details.

Teams can buy the corresponding $30, $100 or $200 per-seat monthly tiers, with organization controls including single sign-on (SSO), consolidated billing and usage analytics. Enterprise is custom-priced. For occasional access before paying, see Is Grok free?; use the dated rates here when evaluating the new subscription. Team plan announcement.

Claude: Pro for an Individual, Team for Shared Work

Claude offers Free at $0, Pro at $20 monthly or $200 paid annually, and Max 5x at $100 or Max 20x at $200 monthly. The Pro annual total works out to $16.67 per month; the pricing card rounds that to $17. Claude Code is included in paid plans, and its activity shares the subscription's usage allowance with chat. Claude pricing, Max plan prices.

For organizations of 2 to 150 people, Team Standard is $25 per seat monthly or $20 with annual billing. Team Premium is $125 monthly or $100 with annual billing. Enterprise lists $20 per seat per month, billed annually, plus usage at API rates. The Enterprise seat fee therefore is not its total operating cost. Claude team and enterprise pricing.

For a five-person team, Standard seats cost $125 monthly on Claude versus $150 on X Teams' entry tier. Claude's annual commitment costs $1,200 for those seats; paying the stated X Teams monthly rate for twelve months would total $1,800, assuming the price stays unchanged. That comparison does not value Cursor or X benefits you might otherwise purchase separately.

Team budget winner: Claude Standard. Its cheaper seat and potential API credit suit a small firm doing documents and light internal automation. Grok wins the bundle calculation when its included products replace spending you would otherwise keep. Neither vendor publishes a universal allowance that makes “one paid seat” a fixed number of completed coding jobs.

API Costs: Where the Cheaper Choice Changes

Grok 4.7 beats Sonnet 5.5 on short, uncached token costs. Sonnet can become cheaper when the prompt gets long or repeated context is cached. This is a rate-card calculation, not a claim that the models need identical tokens to finish a task.

For a normalized workload, assume 1,000 requests, each with 10,000 uncached input tokens and 2,000 output tokens. The total is ten million input tokens plus two million output tokens, with every request below either vendor's relevant threshold:

• Grok 4.7: $32, calculated as 10 × $2 + 2 × $6.
• Claude Sonnet 5.5: $40, calculated as 10 × $2 + 2 × $10.
• Claude Opus 5.5: $80, calculated as 10 × $4 + 2 × $20.
• Claude Haiku 5.5: $2, calculated as 10 × $0.10 + 2 × $0.50.

Inputs: xAI rates, Anthropic rates. These totals exclude search, storage, premium speed, retries and subscription credits. Tokenizers and reasoning behavior differ, so equal billed volume is a comparison of prices, not equal work accomplished.

At the smaller per-1,000-token scale, Grok 4.7 costs $0.002 input and $0.006 output; Sonnet 5.5 costs $0.002 and $0.010. For the uncached example, Grok saves $8, or 20%, against Sonnet. Simply multiplying that same request volume never reverses the winner: both bills grow linearly.

Long Prompts Reverse the Grok-Sonnet Result

A request with 250,000 input tokens and 5,000 output tokens costs $1.06 on Grok 4.7 versus $0.55 on Sonnet 5.5. Grok has crossed its long-context price threshold, while Sonnet's rate is unchanged. Across 1,000 requests, that is $1,060 versus $550.

For a CTO processing large document sets, this changes the procurement question. Compare the prompt sizes your application sends, including conversation history and tool results. A cheap headline input rate says little about a workflow that repeatedly crosses a pricing threshold. Grok long-context rates, Claude long-context rates.

Reused Context Has a Computable Crossover

Prompt caching reuses already processed input, such as the same company handbook supplied repeatedly. Below Grok's long-context threshold, cached reads cost $0.50 per million on Grok 4.7 and $0.10 on Sonnet 5.5. Sonnet's output still costs more: $10 versus $6. Grok caching rate, Claude caching rates.

For steady-state requests made of ordinary fresh input, cache reads and output, Sonnet becomes cheaper when cached input exceeds ten times output. The arithmetic is $0.40 saved per million cached input tokens against $4 extra per million output tokens. Fresh input cancels because both charge $2 per million.

For example, 100,000 cached input tokens plus 2,000 output tokens cost $0.062 on Grok and $0.030 on Sonnet. That is $62 versus $30 for 1,000 cache-hit requests.

This crossover excludes the initial cache write and subsequent misses. Sonnet charges $2.50 per million for a five-minute cache write, so short-lived or rarely reused context needs a full-run calculation. A potential cache hit is not a saving until your usage records show that it occurred. Anthropic cache creation pricing.

Search, Batch Jobs and Credits Change the Invoice Again

Grok API web search costs $5 per 1,000 calls. X Search is billed differently: $5 per 1,000 posts fetched and $10 per 1,000 profiles fetched, plus tokens. A single search can fetch several billable items. Claude API web search costs $10 per 1,000 searches, plus tokens. These units cannot be treated as equivalent searches of equivalent coverage. xAI tool pricing, Claude tool pricing.

For asynchronous work, Anthropic's Batch API halves input and output rates; xAI does not list a batch discount for Grok 4.7. Apply credits only after pricing the eligible workload: the illustrative $40 Sonnet workload fits inside a claimed five-seat Claude Team pool of $100, but those same credits cannot extend an interactive Code session. Anthropic batch pricing, xAI batch pricing, credit exclusions.

API value winner: Grok for short uncached work against Sonnet; Sonnet for the long-prompt and repeated-context examples; Haiku for low-cost extraction if it meets your acceptance criteria. Do not pay for Opus or Fable merely because they sit higher in a product family.

Grok vs Claude for Coding

Claude Code is the default recommendation for a team that wants coding integrated across its existing work surfaces. Grok Build is a credible alternative with a lower-cost Grok model and a broader subscription bundle. The recommendation rests on documented workflow coverage; code quality still needs evaluation on your repository.

Grok Build vs Claude Code

Grok Build is xAI's coding agent for working in a repository, the directory containing your project's code and history. It can plan work, edit multiple files, execute commands and run tests. Its documented features include skills, plugins, hooks, MCP servers and parallel subagents with separate git worktrees. A worktree lets an agent work in a separate checkout; MCP connects the agent to external tools. Plan mode blocks edits until you approve the plan. It is available to try free. Grok Build features.

For a solo technical founder already paying for several tools in the X bundle, Grok Build deserves a task-level trial. The limitation is capacity planning: free access is an entry point, while agent runs consume allowance or paid usage. Grok 4.7 Fast also has its own premium rates and is not included in Build's free tier. Fast variant pricing.

Claude Code is Anthropic's coding agent, available in the terminal, VS Code, JetBrains, desktop and web. Its documentation covers multi-file changes, tests, git and pull requests, MCP, skills, hooks, parallel agents and scheduled routines. Repository instructions can live in CLAUDE.md or an existing AGENTS.md. Claude Code overview.

Its practical advantage is fitting the same development process across different working surfaces. A senior engineer can review diffs in an editor while an operator starts a longer task elsewhere. Its limit is the shared subscription pool: a day of chat and document work can reduce the capacity available for coding. Paying for Pro does not promise uninterrupted all-day agent execution. Claude usage rules.

For either tool, trial a real maintenance task: change a feature, update its tests, run the checks and explain the diff. Count the review work you must still do. The cheaper model is useful only if the completed change meets your standards.

Live News Research: Grok Wins on X Access

Grok wins when the evidence you need is being published on X. Claude can also research the current web. Recency and source coverage are different capabilities.

Grok's native X Search supports keyword search, semantic search, user search and thread retrieval. That is useful for a communications lead tracking a launch, a founder watching customer complaints, or an analyst locating the original statement behind a headline. It does not make every retrieved post accurate or make the visible conversation representative of your customers. X Search documentation.

Claude's pricing page includes web search even on Free and Research on paid plans. Its connector catalog covers sources such as Google Drive, Gmail, Google Calendar and Microsoft 365. Connectors are authorized links to your existing tools; they let company material participate in the answer. Claude features, connector catalog.

For a breaking-news brief, ask for the original source, publication time and the distinction between a confirmed event and a reaction. For a customer update, add your own release notes and support policy. Fresh evidence still needs checking before it becomes business communication.

Writing and Documents: Claude Is the Better Starting Point

Claude wins for a recurring document workflow because the product includes Projects, file creation, Docs, Slides and connected company sources. This recommendation is about the workflow around a deliverable, not an unsupported claim about which model has the better literary voice. Claude product features.

For example, a founder preparing a board update can supply approved metrics, the previous update and the decisions that need attention. Ask the assistant to separate documented facts from assumptions, carry unresolved questions forward and produce a draft for review. Consistent source material and explicit instructions matter more than choosing an assistant for a supposed personality.

Grok also supports uploaded files and connectors. Its Google Drive connector can search and read documents, create files and, with the relevant permission, write to Drive. Calling this a choice between “Grok with live data” and “Claude with connectors” would hide a capability both products now have. Grok file support, Google Drive connector.

Choose Claude when the deliverable and the surrounding workspace dominate. Choose Grok when the writing depends heavily on finding current X material first. For a deeper look at Claude's workflow, see the Claude review.

Business Data: Check the Plan and the Exceptions

Both vendors offer business terms that restrict model training on your content. Neither promise should be paraphrased as “your data is never processed or retained.”

Anthropic says commercial-product inputs and outputs are not used for model training by default. Explicit feedback or permission can change that treatment. Its feedback policy says the associated conversation can be retained for up to five years; Team and Enterprise owners can disable the Rate chats setting under Organization settings > Data and Privacy. Consumer Free, Pro and Max policies are separate. Anthropic commercial data policy.

xAI's Enterprise terms restrict training on User Content, subject to disclosures and customer-controlled settings, while permitting processing needed to deliver the service and handle security, abuse and compliance. Its Enterprise terms and business API FAQ describe a default thirty-day deletion period, subject to exceptions and applicable retention settings. That is a retention policy, not zero retention. Enterprise terms, business API FAQ.

The new bundle adds a contract detail worth checking: the published X Subscription Grok Addendum applies to specified existing Cursor Teams customers. Its scope and exceptions should not be generalized to every new subscription. Match the terms displayed at your organization's checkout to the workspace receiving your data. Grok addendum.

Small-team administration winner: Claude as the starting point, given the lower Standard seat price and its documented organization controls. For a company with specific retention or access requirements, the applicable contract and settings decide; a model's tone does not establish confidentiality.

Claude vs Grok: Should You Switch?

Switch when the new tool fixes an expensive workflow problem. Stay when the main benefit is a cheaper token rate that your team will barely use.

Source documents, code and written instructions are the portable part. Budget time to reconnect apps, configure permissions, adapt automated prompts and check outputs against your own examples. Do not assume a downloaded conversation recreates another product's Projects, memory, hooks or account settings.

A Claude team whose main work is proposals and repository maintenance should keep that setup unless a Grok trial shows a clear benefit. A Grok user whose daily value comes from X research should keep that source access even if Claude handles document production. Existing Cursor subscribers should check the third-party-model billing change before moving to The X Subscription.

1. 1

   Monday: choose five real tasks

   Include a repository change, a sourced news brief and a document your team must deliver. Use approved material and define what counts as an acceptable result before starting.

2. 2

   Run the same acceptance checks

   Keep the task, source files and review criteria fixed. Record model, billed usage, elapsed time and corrections required. For coding, require the relevant tests and a reviewed diff.

3. 3

   Buy for the work that repeats

   Choose the plan that covers your recurring workload. If claiming Claude API credits, an eligible owner links the intended Console organization in Billing; check that the credit covers your application rather than interactive Code. Claim instructions.

Frequently Asked Questions

Is Grok getting better than Claude?

The current products win different jobs. Grok 4.7 offers native X retrieval and lower short-context output rates than Sonnet 5.5. Claude's current family offers larger stated model context windows and a strong document-and-coding workflow. Those facts do not establish a universal quality ranking.

Why is Claude being banned?

That question does not identify a country, organization or account restriction, so it does not establish a general ban. Anthropic currently lists consumer and business plans. For a specific restriction, use the actual notice and its scope rather than treating it as a model comparison. Current availability and plans.

Which AI is better than Grok?

Claude is the recommendation here for a small team's recurring coding, writing and document work. Grok remains the better fit when native X research is the deciding capability.

Is anything better than Claude?

Grok is a better fit for research centered on X and may be a better purchase when its bundle replaces subscriptions you already need. A narrower capability can justify switching even without a universal model-quality winner.

What are the top 3 AI right now?

A universal top three is not established by this comparison. Shortlist tools by your source access, deliverable and budget. If OpenAI's ChatGPT is also on your list, use the separate Grok vs ChatGPT comparison.

Is Claude the best AI ever?

That is not a useful purchasing criterion. Claude is the default recommendation for the workflows described here, but Grok's X access and the different API cost curves produce clear reasons to choose the alternative.

What are the downsides of Claude AI?

Chat and Claude Code share subscription limits. Monthly API credits do not cover interactive Code overages. Claude's web search and connectors also should not be treated as the same native X retrieval product that Grok provides. Usage limits, credit exclusions.

Which AI is actually the smartest?

This pricing and workflow analysis cannot establish that. For your business, compare completed work against fixed checks: correct code, traceable sources and a usable deliverable. No benchmark leaderboard is needed to see that the cheaper API changes with workload shape.

Which AI is best after Claude?

Grok belongs on your shortlist if you need X research or want the Grok-and-Cursor subscription. If Claude already meets your needs, evaluate those concrete benefits before paying the migration cost.

Grok vs Claude pricing

For new individual paid subscriptions, Grok's Plus starts at $8 monthly and Claude Pro at $20. For standard team seats, X Teams starts at $30 per user monthly and Claude Team Standard at $25, or $20 with annual billing. Allowances and included products differ. Grok prices, Claude prices.

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