The rivalry between Anthropic and OpenAI has intensified, from competing Tremendous Bowl advertisements to launching new coding fashions on the identical day. Anthropic’s Claude Opus 4.6 and OpenAI’s Codex 5.3 are actually stay. Each present robust benchmarks, however which one really stands out? I’ll put them to the take a look at and evaluate their efficiency on the identical activity. Let’s see which one comes out on prime.
OpenAI Codex 5.3 vs Claude Opus 4.6: Benchmarks
Claude 4.6 Opus scores for SWE-Bench and Cybersecurity are described as “industry-leading” or “prime of the chart” of their launch notes, with particular high-tier efficiency indicated of their system playing cards.
| Benchmark | Claude 4.6 Opus | GPT-5.3-Codex | Notes |
|---|---|---|---|
| Terminal-Bench 2.0 | 81.4% | 77.3% | Agentic terminal expertise and system duties. |
| SWE-Bench Professional | ~57%* | 56.8% | Actual-world software program engineering (multi-language). |
| GDPval-AA | Main (+144 Elo) | 70.9% (Excessive) | Skilled information work worth. |
| OSWorld-Verified | 72.7% | 64.7% | Visible desktop setting utilization. |
| Humanity’s Final Examination | First Place | N/A | Complicated multidisciplinary reasoning. |
| Context Window | 1 Million Tokens | 128k (Output) | Claude helps 1M enter / 128k output restrict. |
| Cybersecurity (CTF) | ~78%* | 77.6% | Figuring out and patching vulnerabilities. |
Claude 4.6 Opus (Anthropic):
- Focus: Distinctive at deep reasoning and long-context retrieval (1M tokens). It excels at Terminal-Bench 2.0, suggesting it’s at the moment the strongest mannequin for agentic planning and complicated system-level duties.
- New Options: Introduces “Adaptive Pondering” and “Context Compaction” to handle long-running duties with out dropping focus.
Right here’s our detailed evaluation on Claude Opus 4.6.
GPT-5.3-Codex (OpenAI):
- Focus: Specialised for the complete software program lifecycle and visible pc use. It reveals an enormous leap in OSWorld-Verified, making it extremely efficient at navigating UI/UX to finish duties.
- New Options: Optimized for velocity (25% quicker than 5.2) and “Interactive Collaboration,” permitting customers to steer the mannequin in real-time whereas it executes.
Right here’s our detailed weblog on Codex 5.3.
The right way to Entry?
- For Opus 4.6: I’ve used my Claude Professional account value $17 per thirty days.
- For Codex 5.3: I’ve used the macOS app of codex and my ChatGPT plus account (₹1,999/month) for logging-in.
Claude Opus 4.6 vs OpenAI Codex 5.3 Duties
Now that we’re accomplished with all the idea, let’s evaluate the efficiency of those fashions. You’ll find my immediate, mannequin responses and my tackle the identical:
Process 1: Twitter‑model Clone (net app)
Immediate:
You might be an knowledgeable full‑stack engineer and product designer. Your activity is to construct a easy Twitter‑model clone (net app) utilizing dummy frontend knowledge.
Use: Subsequent.js (App Router) + React + TypeScript + Tailwind CSS. No authentication, no actual backend; simply mocked in‑reminiscence knowledge within the frontend.
Core Necessities:
- Left Sidebar: Brand, important nav (House, Discover, Notifications, Messages, Bookmarks, Lists, Profile, Extra), main “Publish” button.
- Heart Feed: Timeline with tweets, composer on the prime (profile avatar + “What is occurring?” enter), every tweet with avatar, title, deal with, time, textual content, optionally available picture, and actions (Reply, Retweet, Like, View/Share).
- Proper Sidebar: Search bar, “Developments for you” field (matters with tweet counts), “Who to observe” card (3 dummy profiles).
- Prime Navigation Bar: Fastened with “House” and a pair of tabs: “For you” and “Following”.
- Cellular Conduct: On small screens, present a backside nav bar with icons as an alternative of the left sidebar.
Dummy Knowledge:
- Create TypeScript sorts for Tweet, Consumer, Pattern.
- Seed app with:
- 15 dummy tweets (brief/lengthy textual content, some with photos, various like/retweet/reply counts).
- 5 dummy traits (title, class, tweet rely).
- 5 dummy customers for “Who to observe”.
Conduct:
- Publish Composer: Sort a tweet and immediately add it to the highest of the “For you” feed.
- Like Button: Toggle favored/unliked state and replace like rely.
- Tabs: “For you” reveals all tweets, “Following” reveals tweets from 2–3 particular customers.
- Search Bar: Filter traits by title because the consumer sorts.
File and Part Construction:
- app/structure.tsx: World structure.
- app/web page.tsx: Foremost feed web page.
- elements/Sidebar.tsx: Left sidebar.
- elements/Feed.tsx: Heart feed.
- elements/Tweet.tsx: Particular person tweet playing cards.
- elements/TweetComposer.tsx: Composer.
- elements/RightSidebar.tsx: Developments + who-to-follow.
- elements/BottomNav.tsx: Cellular backside navigation.
- knowledge/knowledge.ts: Dummy knowledge and TypeScript sorts.
Use Tailwind CSS to match Twitter’s design: darkish textual content on mild background, rounded playing cards, refined dividers.
Output:
- Present a brief overview (5–7 bullet factors) of the structure and knowledge circulation.
- Output all recordsdata with feedback on the prime for file paths and full, copy-paste-ready code.
- Match imports with file paths used.
Constraints:
- No backend, database, or exterior API—the whole lot should run with
npm run dev.- Use a normal create-next-app + Tailwind setup.
- Hold all content material dummy (no actual usernames or copyrighted content material).
The right way to Run:
After making a Subsequent.js + Tailwind challenge, run the app with the precise instructions supplied.
Output:
My Take:
The Twitter clone constructed by Claude was noticeably higher. Codex did handle to create a sidebar panel, nevertheless it had lacking photos and felt incomplete, whereas Claude’s model regarded way more polished and production-ready.
Process 2: Making a Blackjack Sport
Immediate:
Sport Overview:
Construct a easy, honest 1v1 Blackjack sport the place a human participant competes in opposition to a pc supplier, following commonplace on line casino guidelines. The pc ought to observe mounted supplier guidelines and never cheat or peek at hidden info.
Tech & Construction:
- Use HTML, CSS, and JavaScript solely.
- Single-page app with three recordsdata:
index.html,model.css,script.js.- No exterior libraries.
Sport Guidelines (Customary Blackjack):
- Deck: 52 playing cards, 4 fits, values:
- Quantity playing cards: face worth.
- J, Q, Okay: worth 10.
- Aces: worth 1 or 11, whichever is extra favorable with out busting.
- Preliminary Deal:
- Participant: 2 playing cards face up.
- Vendor: 2 playing cards, one face up, one face down.
- Participant Flip:
- Choices: “Hit” (take card) or “Stand” (finish flip).
- If the participant goes over 21, they bust and lose instantly.
- Vendor Flip (Fastened Logic):
- Reveal the hidden card.
- Vendor should hit till 17 or extra, and should stand at 17 or above (select “hit on smooth 17” or “stand on all 17s” and state it clearly within the UI).
- Vendor doesn’t see future playing cards or override guidelines.
- End result:
- If the supplier busts and the participant doesn’t, the participant wins.
- If neither busts, the upper complete wins.
- Equal totals = “Push” (tie).
Equity / No Bias Necessities:
- Use a correctly shuffled deck at first of every spherical (e.g., Fisher-Yates shuffle).
- The supplier should not change conduct primarily based on hidden info.
- Don’t rearrange the deck mid-round.
- Hold all sport logic in
script.jsfor audibility.- Show a message like: “Vendor follows mounted guidelines (hits till 17, stands at 17+). No rigging.”
UI Necessities:
- Format:
- Prime: Vendor part – present supplier’s playing cards and complete.
- Center: Standing textual content (e.g., “Your flip – Hit or Stand?”, “Vendor is drawing…”, “You win!”, “Vendor wins”, “Push”).
- Backside: Participant part – present participant’s playing cards, complete, and buttons for Hit, Stand, and New Spherical.
- Present playing cards as easy rectangles with rank and go well with (textual content solely, no photos).
- Show win/loss/tie counters.
Interactions & Move:
- When the web page masses, present a “Begin Sport” button, then deal preliminary playing cards.
- Allow Hit/Stand buttons solely through the participant’s flip.
- After the participant stands or busts, run the supplier’s computerized flip step-by-step (with small timeouts).
- At spherical finish, present the result message and replace counters.
- “New Spherical” button resets palms and reshuffles the deck.
Code Group:
- Capabilities in
script.js:
createDeck(): Returns a contemporary 52-card deck.shuffleDeck(deck): Shuffles the deck (Fisher-Yates).dealInitialHands(): Offers 2 playing cards every.calculateHandTotal(hand): Handles Aces as 1 or 11 optimally.playerHit(),playerStand(),dealerTurn(),checkOutcome().- Monitor variables for
playerHand,dealerHand,deck, and win/loss/tie counters.Output Format:
- Briefly clarify in 5–7 bullet factors how equity and no bias are ensured.
- Output the complete content material for:
index.htmlmodel.cssscript.js- Make sure the code is copy-paste prepared and constant (no lacking capabilities or variables).
- Add a “The right way to run” part: instruct to put the three recordsdata in a folder and open
index.htmlin a browser.
Output:
My Take:
The hole turned much more apparent within the Blackjack sport. Codex 5.3 produced a really boring, static output. In distinction, Claude Opus 4.6 was means forward. It delivered a correct inexperienced on line casino mat, a way more engaging UI, and an total partaking net expertise.
Claude Opus 4.6 vs OpenAI Codex 5.3: Remaining Verdict
Opinions on whether or not Codex 5.3 or Opus 4.6 is healthier stay divided within the tech neighborhood. Codex 5.3 is favored for its velocity, reliability in producing bug-free code, and effectiveness in advanced engineering duties, significantly for backend fixes and autonomous execution. Alternatively, Opus 4.6 excels in deeper reasoning, agentic capabilities, and dealing with long-context issues, providing extra engaging UI designs. Nevertheless, it may well face challenges with iterations and token effectivity.
After my hands-on expertise with each fashions, for this battle, Codex 5.3 vs Claude Opus 4.6, I’m going with Claude Opus 4.6 🏆.
The general efficiency, ease of use, and polished UI made it stand out within the duties I examined, though Codex 5.3 had its deserves in velocity and performance.
Don’t simply take my phrase for it. Put each fashions to the take a look at your self and see which one works finest for you! Let me know your ideas.
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