ChatGPT vs Claude vs Grok: OpenAI, Anthropic, and xAI Compared

GPT-5.5 leads math and ecosystem, Claude Opus 4.7 leads coding and writing, Grok 4.3 leads real-time data and cheap API. Three frontier assistants, three clear strengths. Written by a team that routes to all three. Here is which fits which job.

June 4, 2026 · 1 min read

ChatGPT, Claude, and Grok are the assistants from OpenAI, Anthropic, and xAI, and each has a clear lane. We route production traffic to all three through our LLM Router, so this is based on real usage. The honest read: close on general capability, clearly separate by specialty.

100% AIME
GPT-5.5 leads math and reasoning
64.3%
Claude Opus 4.7 SWE-bench Pro (coding lead)
Real-time
Grok 4.3: live X data, cheapest API
Route all 3
Each wins a different lane

The Honest Answer: Three Lanes

On general benchmarks the three are close. The separation is by specialty. GPT-5.5 owns math and hard reasoning (the first model to score 100% on AIME 2025) and has the deepest ecosystem. Claude Opus 4.7 owns coding (64.3% SWE-bench Pro, 87.6% Verified) and long-form writing, and ships Claude Code. Grok 4.3 owns real-time information from X, applies fewer guardrails, and is the cheapest on the API.

Benchmarks are self-reported

Each vendor publishes its own numbers with its own scaffold. Treat cross-vendor comparisons as directional. The specialty pattern, GPT-5.5 for reasoning, Claude for code and writing, Grok for real-time and cost, holds across real usage.

Pricing

ChatGPTClaudeGrok
ConsumerPlus: $20/moPro: $20/moSuperGrok: $30/mo
API input / 1M$5.00$5.00 (Opus)$1.25
API output / 1M$30.00$25.00 (Opus)$2.50
Bundled agentCodex (separate)Claude Code included

Grok's API is dramatically cheaper, which makes it attractive for high-volume work. Claude Pro bundles Claude Code at $20. ChatGPT and Claude match at the consumer tier; Grok costs more as a subscription but far less to build on.

Where Each Wins

ChatGPT (GPT-5.5)

Math and reasoning (100% AIME), deepest ecosystem, Sora video, low hallucination.

Claude (Opus 4.7)

Coding (64.3% SWE-bench Pro), best prose, Claude Code included.

Grok (4.3)

Real-time X data, fewer guardrails, cheapest flagship API.

Pick by Task

TaskBest fitWhy
Hard math / reasoningChatGPT100% AIME, top ARC-AGI v2.
Production codingClaudeLeads SWE-bench Pro, Claude Code.
Long-form writingClaudeMost natural prose.
Breaking news / real-timeGrokLive access to X.
High-volume APIGrokCheapest output tokens.
Video generationChatGPTSora.

Why Using All Three Beats Choosing One

If each wins a different lane, a single pick loses every lane it does not own. Route instead: GPT-5.5 for hard reasoning, Claude for code and writing, Grok's cheap API for high-volume and real-time, and a cheap model for the easy majority. You get each strength without managing selection logic, and you cut API costs 40-70%.

Routing across all three with the OpenAI SDK

import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.MORPH_API_KEY,
  baseURL: "https://api.morphllm.com/v1",
});

const response = await client.chat.completions.create({
  model: "router-default",  // routes across OpenAI, Anthropic, xAI
  messages: [{ role: "user", content: userQuery }],
});

// Hard math      -> GPT-5.5
// Coding         -> Claude Opus 4.7
// Real-time/bulk -> Grok 4.3 (cheap)
// Easy request   -> cheap mini model

Frequently Asked Questions

Which is best: ChatGPT, Claude, or Grok?

Each leads a lane: GPT-5.5 for math and ecosystem, Claude for coding and writing, Grok for real-time and cheap API. Pick by task or route across all three.

Which is cheapest?

Grok on the API ($1.25/$2.50 per M). At the consumer tier ChatGPT and Claude ($20) beat SuperGrok ($30).

Which is best for coding?

Claude Opus 4.7, leading SWE-bench Pro and shipping Claude Code. GPT-5.5 is close with Codex.

Can I use all three together?

Yes, via a model router that routes across OpenAI, Anthropic, and xAI automatically.

Related comparisons

Stop Picking. Route Across All Three.

Morph Router classifies prompt difficulty and picks the best model per request across OpenAI, Anthropic, and xAI. $0.001 per request, ~430ms. Use ChatGPT, Claude, and Grok without choosing.