Vellum vs Kong

Side-by-side comparison of AI visibility scores, market position, and capabilities

Kong leads in AI visibility (83 vs 65)
Vellum logo

Vellum

ChallengerInfrastructure

Cloud Services

LLM application development platform with prompt management, evaluation, and RAG workflows; structured AI feature development competing with LangSmith and Weights & Biases Prompts.

AI VisibilityBeta
Overall Score
B65
Category Rank
#12 of 85
AI Consensus
73%
Trend
stable
Per Platform
ChatGPT
69
Perplexity
62
Gemini
68

About

Vellum is an AI product development platform providing prompt management, model comparison, workflow orchestration, and production monitoring tools for engineering and product teams building LLM-powered applications — enabling teams to iterate on AI features with rigorous evaluation frameworks rather than ad-hoc prompt tweaking. Founded in 2023 by Andrew Kirima and Noa Flaherty in San Francisco, Vellum has raised approximately $12 million and targets AI-forward product teams at growth companies who need structured workflows for LLM feature development, testing, and deployment.\n\nVellum's platform covers the LLM application development lifecycle: Prompt Workshop for managing and versioning prompt templates with variable substitution, Evaluations for testing prompts against datasets to measure output quality before deployment, Document Index for building RAG (retrieval-augmented generation) pipelines with semantic search over enterprise documents, and Workflows for orchestrating multi-step AI pipelines with branching logic and human-in-the-loop review steps. The monitoring dashboard tracks production LLM performance, latency, and cost across models.\n\nIn 2025, Vellum competes in the rapidly growing LLM development tools market against LangSmith (LangChain's commercial platform), Weights & Biases Prompts, Helicone, Braintrust, and Humanloop for AI application observability and evaluation. The market has grown explosively as companies productionize LLM features and need rigorous quality control processes. Vellum's differentiation is its end-to-end workflow — from prompt development through evaluation to production monitoring — in a single platform rather than requiring separate tools for each stage. The 2025 strategy focuses on expanding workflow complexity support (longer multi-agent pipelines), growing enterprise adoption with SSO and access controls, and adding AI-powered evaluation that automatically judges output quality.

Full profile
Kong logo

Kong

LeaderInfrastructure

Cloud Services

Open-source API gateway with enterprise platform; raised $170M+; built on NGINX handling authentication, rate limiting, load balancing, and security as a horizontal layer;

AI VisibilityBeta
Overall Score
A83
Category Rank
#5 of 85
AI Consensus
66%
Trend
stable
Per Platform
ChatGPT
78
Perplexity
88
Gemini
84

About

Kong is an enterprise API management and service connectivity platform providing an API gateway, service mesh, and developer portal for organizations managing hundreds of microservices and APIs. Founded in 2010 and headquartered in San Francisco, Kong open-sourced its core gateway technology (Kong Gateway, built on NGINX and Lua/Go) which has become one of the most widely deployed API gateways globally, creating a large community and commercial base. The company has raised over $170 million in total funding from investors including Index Ventures, GGV Capital, and others.

Full profile

AI Visibility Head-to-Head

65
Overall Score
83
#12
Category Rank
#5
73
AI Consensus
66
stable
Trend
stable
69
ChatGPT
78
62
Perplexity
88
68
Gemini
84
63
Claude
78
58
Grok
74

Key Details

Category
Cloud Services
Cloud Services
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
Cloud Services

Integrations

Only Vellum
Only Kong

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