ChatGPTAI Coding Assistants
vs
LangGraphLow-level orchestration framework and runtime for long-running, stateful agents.
Comparison · AI Agents · weekly run Nov 3
ChatGPT vs LangGraph
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
LangGraph is the stronger AI pick in AI Agents: it has a visibility score of 24.4 versus 3.3 for ChatGPT, and ranks ahead in 50% of the answers that name both.
Choose ChatGPT if…
- You need SOC 2 Type 2 coverage
- strong performance on complex tasks like research and deep context
- general-purpose work
- coding agent available across ChatGPT, desktop, web, CLI and IDE workflows
Choose LangGraph if…
- You want the brand AI engines rank higher (24.4 vs 3.3)
- AI answers describe it more positively (44% vs 0% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or ISO 27001:2022 or GDPR or HIPAA coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | ChatGPT | LangGraph |
|---|---|---|
| Visibility score | 3.3% | 24.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #29 | #4 |
| Share of voice | 0.6% | 5.3% |
| Mentions this run | 4 | 33 |
| Positive in AI answers | 0% | 44% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
ChatGPT 0pp · LangGraph 0pp over 0 weekly runs.
Engine by engine
LangGraph leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
ChatGPTLangGraph
Head to head in AI answers
2 engine answers name both brands
1ChatGPT ranked higher
1LangGraph ranked higher
| Prompt | Engine | ChatGPT | LangGraph |
|---|---|---|---|
| What are the best AI Agents tools in 2026? | ChatGPT | #10 | #2 |
| What are the best AI Agents tools in 2026? | Perplexity | #2 | #3 |
Features, pricing & fit
| Dimension | ChatGPT | LangGraph |
|---|---|---|
| Deployment | — | SaaS in US and EU regions, plus self-hosted and hybrid options available on Enterprise only. |
| Compliance | SOC 2 Type 2 | SOC 2 Type II, ISO 27001:2022, GDPR, HIPAA |
| Headquarters | San Francisco | San Francisco |
| Employees | 1,001–5,000 | — |
| Funding | In progress, seeking up to $20 billion, reported at $1.25 trillion post-money | Series B |
| Best for | — | Teams building long-running, stateful AI agents. |
Pros and cons
Themes from the AI answers that mention each brand
ChatGPT
- strong performance on complex tasks like research and deep context
- general-purpose work
- coding agent available across ChatGPT, desktop, web, CLI and IDE workflows
- higher price point
- access depends on eligible paid plan
- limited usage on the free plan
LangGraph
- Production standard for stateful, multi-agent workflows
- Strong engineering control for complex, cyclical agent logic
- Widely adopted open-source developer framework
- Best choice for autonomous AI agents
- Heavy developer framework that requires coding effort
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “ChatGPT vs LangGraph”, https://slateindex.ai/compare/chatgpt-vs-langgraph, data of Nov 3, 2026. Licence: CC BY 4.0.