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.
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
| ChatGPT | Claude | Grok | |
|---|---|---|---|
| Consumer | Plus: $20/mo | Pro: $20/mo | SuperGrok: $30/mo |
| API input / 1M | $5.00 | $5.00 (Opus) | $1.25 |
| API output / 1M | $30.00 | $25.00 (Opus) | $2.50 |
| Bundled agent | Codex (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
| Task | Best fit | Why |
|---|---|---|
| Hard math / reasoning | ChatGPT | 100% AIME, top ARC-AGI v2. |
| Production coding | Claude | Leads SWE-bench Pro, Claude Code. |
| Long-form writing | Claude | Most natural prose. |
| Breaking news / real-time | Grok | Live access to X. |
| High-volume API | Grok | Cheapest output tokens. |
| Video generation | ChatGPT | Sora. |
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 modelFrequently 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
ChatGPT vs Grok
GPT-5.5 vs Grok: real-time X data and fewer guardrails vs ecosystem maturity.
ChatGPT vs Claude vs Gemini
The three frontier assistants compared on coding, writing, multimodal, and price.
Claude vs ChatGPT
An honest comparison from a team that routes production traffic to both.
ChatGPT vs Gemini
GPT-5.5 vs Gemini 3.1 Pro: benchmarks, pricing, multimodal, and when to route to each.
ChatGPT vs Microsoft Copilot
Copilot runs on OpenAI models inside Microsoft 365. Where the wrapper helps and where it taxes you.
ChatGPT vs Perplexity
General assistant vs answer engine: cited search vs open-ended generation.
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.