context
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Context vs Glean

Glean pioneered enterprise AI search, but requires your data to live in their cloud. Context delivers the same intelligence with on-premise deployment, a knowledge graph, and full data sovereignty.

CAPABILITY
CONTEXT
GLEAN
Deployment
On-premise, VPC, air-gapped
Cloud-only (SaaS)
Knowledge Graph
✓ Built-in entity extraction & graph
✗ No knowledge graph
Citation-Backed Answers
✓ Every answer cites sources
✓ Source attribution
Connectors
Growing connector library
100+ pre-built connectors
Pricing
Flat infrastructure cost
~$50/user/month
Data Residency
Your infrastructure, your rules
Glean-managed cloud
GPU Cost Management
✓ Scale-to-zero GPU scheduling
✗ Included in SaaS pricing
Installation
helm install (minutes)
SaaS onboarding (weeks)
SOC 2
Yes
Yes

Comparison based on publicly available information as of 2026.

Why teams choose Context over
Glean

Full Data Sovereignty

Context runs entirely on your infrastructure. No data leaves your network. Deploy on-premise, in your VPC, or in air-gapped environments where Glean simply cannot operate.

Knowledge Graph Intelligence

Context automatically builds a knowledge graph with entity extraction, connecting people, projects, and concepts across your organization. Glean relies on keyword and vector search without graph relationships.

Predictable Costs at Scale

At $50/user/month, Glean costs $600K/year for 1,000 users. Context's infrastructure-based pricing means costs stay flat regardless of how many people search.

GPU Scale-to-Zero

Context scales GPU resources to zero when idle, dramatically reducing infrastructure costs. You only pay for compute when people are actively searching.

Glean vs Context compliance

SOC 2 Type IISOC 2 Type IIGDPRGDPRHIPAAHIPAAISO 27001ISO 27001

Context deploys where Glean cannot

DEPLOYMENT ARCHITECTURE

YOUR INFRASTRUCTUREOn-PremiseK3s / K8s / Bare MetalAPI ServerKnowledge GraphLLM (Ollama)PostgreSQLYour VPCAWS / Azure / GCPEKS ClusterKnowledge GraphKubeAI (GPU)S3 / BlobKARPENTER: GPU SCALE-TO-ZEROAir-GappedNo Internet RequiredAPI ServerKnowledge GraphOllama / MLXLocal StorageYOUR DATA NEVER LEAVES YOUR INFRASTRUCTURE

Where Glean
fits well

01

100+ pre-built connectors for popular SaaS tools — fastest time to connect all your existing cloud apps

02

Mature SaaS platform with a large enterprise customer base and proven reliability at scale

03

Zero infrastructure management — Glean handles all hosting, updates, and scaling

Why teams move from
Glean to Context

01

Regulated industries (finance, healthcare, defense) need data to stay on-premise — Glean's cloud-only model is a non-starter

02

Per-seat pricing becomes unsustainable as organizations scale past hundreds of users

03

Teams want deeper intelligence from a knowledge graph, not just search results

04

Security teams require air-gapped or VPC deployments that Glean cannot support

See how Context compares in your environment

Book a 30-minute call to see Context in action and discuss how it fits your infrastructure and security requirements.

BOOK A DEMO