By mid-2025, the AI “arms race” is heating up, and xAI and Anthropic have each launched their flagship fashions, Grok 4 and Claude 4. These two fashions are at reverse ends of the design philosophy and deployment platform, but they’re being in contrast towards one another as they compete head-to-head on reasoning and coding benchmarks. Whereas Grok 4 tops the educational charts, Claude 4 is breaking the ceiling with its coding efficiency. So the burning query is – Grok 4 or Claude 4 – which mannequin is healthier?
On this weblog, we are going to check the efficiency of Grok 4 and Claude 4 on three totally different duties and evaluate the outcomes to search out the last word winner!
What’s Grok 4?
Grok 4 is the newest multimodal massive language mannequin launched by xAI, accessed by way of the X and out there to make use of by way of the Grok app/web site. Grok 4 is an agentic LLM that has been skilled with device use natively. The mannequin is nice at fixing tutorial questions throughout all disciplines and surpasses virtually all different LLMs on totally different benchmarks. Together with this, Grok 4 has integrated a big context window with a capability of 256k tokens, real-time net search, and an enhanced voice mode that interacts with people with calmness. Grok 4 comes filled with nice reasoning and human-like pondering capabilities, making it one of the highly effective fashions up to now.
To know all about Grok 4, you may learn this weblog: Grok 4 is right here, and it’s sensible.
What’s Claude 4?
Claude 4 is probably the most superior massive language mannequin launched by Anthropic up to now. This multimodal LLM options hybrid reasoning, superior pondering, and agent-building capability. The mannequin showcases lightning responses for easy queries, whereas for advanced queries, it shifts to deeper reasoning, typically breaking down a multi-step activity into small duties. It delivers efficiency with effectivity and data stellar outcomes for coding issues.
Head to this weblog to examine Claude 4 intimately: Claude 4 is out, and it’s wonderful!
Grok 4 vs Claude 4: Efficiency-based comparability
Now that we have now understood the nuances of the 2 fashions, let’s first have a look at the efficiency comparability of the 2 fashions:

From the graph, it’s clear that Claude 4 is thrashing Grok 4 by way of response time and even the fee per activity. However we don’t all the time should go by numbers. Let’s check the 2 fashions for various duties and see if the above stats maintain true or not!
Activity 1: SecurePay UI Prototype
Immediate: “Create an interactive and visually interesting fee gateway webpage utilizing HTML, CSS, and JavaScript.”
Response by Grok 4
Response by Claude 4
Comparative Evaluation
Claude 4 offers a complete person interface with polished components that embrace card, PayPal, and Apple Pay options. It additionally helps animations and real-time validation of the person interface. The structure of the Claude 4 fashions actual purposes like Stripe or Razorpay.
Grok 4 can also be mobile-first however way more stripped down. It solely helps card enter with some fundamental validation options. It has a quite simple, clear, and responsive structure.
Verdict: Each person interfaces have totally different use instances, as Claude 4 is finest for wealthy displays and showcases. Grok 4 is finest for studying and constructing fast, interactive cell purposes.
Activity 2: Physics Drawback
Immediate: “Two skinny round discs of mass m and 4m, having radii of a and 2a respectively, are rigidly fastened by a massless, proper rod of size ℓ = √(24 a) by their heart. This meeting is laid on a agency and flat floor, and set rolling with out slipping on the floor in order that the angular pace in regards to the axis of the rod is ω. The angular momentum of all the meeting in regards to the level ‘O’ is L (see the determine). Which of the next assertion(s) is(are) true?
A. The magnitude of angular momentum of the meeting about its heart of mass is 17 m a² ω / 2
B. The magnitude of the z‑element of L is 55 m a² ω
C. The magnitude of angular momentum of heart of mass of the meeting in regards to the level O is 81 m a² ω
D. The middle of mass of the meeting rotates in regards to the z‑axis with an angular pace of ω/5”

Response by Grok 4
Grok 4 considers the issue with two discs of colors m and 4m hooked up by a rod of size √24a. It finds the centre of mass, the angle of tilt for rolling, and makes use of dependable sources, Vedantu and FIITJEE to confirm the query from JEE Superior 2016. Groove deduces the right solutions to be A and D, utilizing logical deduction and legitimate affirmation from digital sources within the real-world context

Response by Claude 4
Claude 4 makes use of a physics-based evaluation information by a stepwise thought course of. It develops the centre of mass, proposes how they might roll, evaluates second of inertia utilizing the parallel axis theorem, offers extra element and clarification, is healthier for instructional functions in a single regard, and theoretically than an answer alone. Claude concludes all choices A-D are appropriate, which is wrong, as Claude overdraws the conclusion after which arrives at accuracy in its response.

Comparative Evaluation
Verdict: If you’re searching for accuracy and effectivity over iteration, Grok is healthier due to its reasoning and the truth of whether or not it could use higher logic than these trying to consult with solely literature-supported solutions. Claude provides barely higher idea in conceptual readability, however in the end fails in ultimate accuracy.
Activity 3: Crucial Connections in a Community
Immediate: “There are n servers numbered from 0 to n – 1 related by undirected server-to-server connections forming a community the place connections[i] = [ai, bi] represents a connection between servers ai and bi. Any server can attain different servers immediately or not directly by the community.
A essential connection is a connection that, if eliminated, will make some servers unable to achieve another server.
Return all essential connections within the community in any order.
Enter: n = 4, connections = [[0,1],[1,2],[2,0],[1,3]]
Output: [[1,3]]
Clarification: [[3,1]] can also be accepted.
Instance 2: Enter: n = 2, connections = [[0,1]] Output: [[0,1]]”
Response by Grok 4
#embrace
utilizing namespace std;
class Answer {
public:
vector> criticalConnections(int n, vector>& connections) {
vector> adj(n);
for (auto& conn : connections) {
adj[conn[0]].push_back(conn[1]);
adj[conn[1]].push_back(conn[0]);
}
vector disc(n, -1), low(n, -1), mother or father(n, -1);
vector> bridges;
int time = 0;
perform dfs = [&](int u) {
disc[u] = low[u] = time++;
for (int v : adj[u]) {
if (disc[v] == -1) { // not visited
mother or father[v] = u;
dfs(v);
low[u] = min(low[u], low[v]);
if (low[v] > disc[u]) {
bridges.push_back({u, v});
}
} else if (v != mother or father[u]) {
low[u] = min(low[u], disc[v]);
}
}
};
for (int i = 0; i
Response by Claude 4
class Answer {
public:
vector> criticalConnections(int n, vector>& connections) {
// Construct adjacency checklist
vector> graph(n);
for (auto& conn : connections) {
graph[conn[0]].push_back(conn[1]);
graph[conn[1]].push_back(conn[0]);
}
// Initialize arrays for Tarjan's algorithm
vector discovery(n, -1); // Discovery time
vector low(n, -1); // Low-link worth
vector mother or father(n, -1); // Mum or dad in DFS tree
vector> bridges; // Retailer bridges
int time = 0; // World time counter
// Run DFS for all unvisited nodes
for (int i = 0; i >& graph, vector& discovery,
vector& low, vector& mother or father, vector>& bridges, int& time) {
// Mark present node as visited
discovery[u] = low[u] = time++;
// Discover all adjoining vertices
for (int v : graph[u]) {
if (discovery[v] == -1) { // If v isn't visited
mother or father[v] = u;
dfs(v, graph, discovery, low, mother or father, bridges, time);
// Replace low-link worth
low[u] = min(low[u], low[v]);
// Verify if edge u-v is a bridge
if (low[v] > discovery[u]) {
bridges.push_back({u, v});
}
}
else if (v != mother or father[u]) { // Again edge (not mother or father)
low[u] = min(low[u], discovery[v]);
}}}};
int important() {
Answer sol;
int n = 5;
vector> connections = {
{0, 1}, {1, 2}, {2, 0}, {1, 3}, {3, 4}
};
vector> outcome = sol.criticalConnections(n, connections);
cout
Comparative Evaluation
Grok 4 and Claude 4 implement the Tarjan trunk-query algorithm in C++, however in numerous fashions. Claude 4 used a typical object-oriented strategy. It additional separated the DFS logic right into a second helper methodology, which helped with modularization and in the end made it somewhat simpler to comply with. This type is great for educating functions or when debugging or extending options to different graph issues.
Grok 4 used a lambda perform for exploration, inside the principle methodology. That is probably the most concise and trendy type. It’s significantly well-suited to aggressive programming or small instruments. It retains the logic scoped and minimizes international uncomfortable side effects, however it is likely to be a bit tougher to learn, particularly for these new to programming.
Remaining Verdict: You might depend on Claude 4 if you find yourself attempting to jot down code that will likely be readable and maintainable. You might, however, depend on Grok 4 when the precedence was doing it quicker and with shorter code.
General Evaluation
Grok 4 focuses on accuracy, pace, and performance in all three duties. It’s also extremely proficient in real-world applicability, whether or not by efficiently fixing issues. As for Claude 4, its strengths reside in its theoretical depth, closure, and construction, making it higher suited to instructional or maintainable design. That mentioned, Claude can typically over-reach within the evaluation, which might have an effect on the accuracy stage as effectively.
Facet | Grok 4 | Claude 4 |
UI Design | Clear, mobile-first, minimal; perfect for studying & MVPs | Wealthy, animated, multi-option UI; nice for demos & polish |
Physics Drawback | Correct, logical, source-verified; solutions A & D accurately | Conceptually robust however incorrect (all A–D marked) |
Graph Algorithm | Concise lambda-based code; finest for quick coding situations | Modular, readable code; higher for schooling/debugging |
Accuracy | Excessive | Reasonable (resulting from overgeneralization) |
Code Readability | Reasonably environment friendly however dense | Extremely simple to learn and lengthen |
Actual-World Use | Glorious (CP, fast instruments, correct solutions) | Good (however slower and susceptible to over-analysis) |
Greatest For | Velocity, accuracy, compact logic | Training, readability, and extensibility |
Grok 4 vs Claude 4: Benchmark Comparability
On this part, we are going to distinction Grok 4 and Claude 4 on some main out there public benchmarks. The desk under illustrates their variations and a few vital efficiency metrics. Together with reasoning, coding, latency, and context window dimension. That enables us to gauge which mannequin performs superior in particular duties corresponding to technical drawback fixing, software program improvement, and real-time interplay.
Metric/Function | Grok 4 (xAI) | Claude 4 (Sonnet 4 & Opus 4) |
Launch | July 2025 | Might 2025 (Sonnet 4 & Opus 4) |
I/O modalities | Textual content, code, voice, photographs | Textual content, code, photographs (Imaginative and prescient); no built-in voice |
HLE (Humanity’s Final Examination) | With instruments: 50.7% (new document)No instruments: 26.9% | No instruments: ∼15–22% (typical vary for GPT-4, Gemini, Claude Opus as reported)With instruments: (not reported) |
MMLU | 86.6% | Sonnet: 83.7%; Opus: 86.0% |
SWE-Bench (coding) | 72–75% (go@1) | Sonnet: 72.7%; Opus: 72.5% |
Different Educational | AIME (math): 100%; GPQA (physics): 87% | Comparable benchmarks not printed publicly; Claude 4 focuses on coding/agent duties |
Latency & Velocity | 75.3 tok/s; ~5.7 s to first token | Sonnet: 85.3 tok/s, 1.68 s TTFT;Opus: 64.9 tok/s, 2.58 s TTFT |
Pricing | $30/mo (Normal); $300/mo (Heavy) | Sonnet: $3/$15 per 1M tokens (enter/output) (free tier out there for Sonnet 4); Opus: $15/$75 per 1M |
API & platforms | xAI API accessible by way of X.com/Grok apps | Anthropic API; additionally on AWS Bedrock and Google Vertex AI |
Conclusion
When evaluating Grok 4 to Claude 4, I see two fashions that had been constructed for various values. Grok 4 is quick, exact, and aligned with real-world use instances. Thus, nice for technical programming, fast prototyping, and problem-solving that worth correctness and pace. It all the time offers clear, concise, and extremely efficient responses in areas corresponding to UI design, engineering issues, and creating algorithms primarily based on useful programming.
In distinction, Claude 4 offers power in readability, construction, and depth. Its education-focused and designed-for-readability coding type makes it extra appropriate for maintainable tasks. To assist impart conceptual understanding, and for educating and debugging functions. However, I see that Claude might typically go too far within the evaluation, affecting the standard of the response to the query.
Due to this fact, in case your precedence is uncooked efficiency and real-world software, then Grok 4 is the higher selection. In case your precedence is clear structure, conceptual readability, and/or educating and studying, then Claude 4 is your finest wager.
Regularly Requested Questions
A. Grok 4 has the higher ultimate solutions throughout duties carried out, particularly in technical decision or real-world physics issues.
A. Claude 4 offers a lot richer, polished UI output with animation and a number of strategies. Grok 4 is healthier for mobile-first and fast prototypes.
A. Builders, researchers, or college students with an curiosity or want for pace, brevity, and correctness in duties corresponding to aggressive programming, math, or fast utility instruments.
A. Each fashions carry out equally on SWE-Bench (~72-75%), and Grok 4 pulled forward (marginally) on sure reasoning benchmarks, and consistency throughout activity completion, besides drawing packing containers.
A. Sure, Grok 4 is on the market by way of xAI’s API and Grok apps. Claude 4 is on the market by Anthropic’s API.
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