How do their growth rates compare?

EvalCore has a month-over-month growth rate of 0%; Glean has +0.1%.

How does pricing compare?

EvalCore: Free. Free and open source under the Apache-2.0 licence, with $0 cost in CI thanks to offline cassette replay. Install via cargo or prebuilt binaries; no signup, no server and no telemetry. Glean: Contact for Pricing. Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase.

What are alternatives to EvalCore and Glean?

Other tools in related categories include Notion, KaneAI, Dust, Gumloop, Arize AI.

Head-to-Head Benchmark

EvalCore vs Glean

EvalCore records 0 monthly visits with 0% month-over-month growth and Free pricing. Glean records 3,301,875 monthly visits with +0.1% growth and Contact for Pricing pricing.

EvalCoreFree

Snapshot testing for AI behavior — catch regressions offline in CI

Monthly Visits

0

MoM Velocity

0%

Top Market

🌐 Global

View EvalCore Analysis

evalcore.cc

GleanContact for PricingTraffic Leader

Enterprise AI grounded in your company's own knowledge

Monthly Visits

3.3M

MoM Velocity

+0.1%

Top Market

🇺🇸 United States

View Glean Analysis glean.com

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	EvalCore	Glean
Official Domain	evalcore.cc	glean.com
Pricing Model	Free	Contact for Pricing
Monthly Visits	0 (0)	3.3M (3,301,875)
MoM Traffic Delta

Primary Market & Share	🌐 Global (—)	🇺🇸 United States (56.6%)

Direct Visits / mo	0	2.63M

User Rating	4.8	4.6

Supported Platforms	Website	Website

EvalCore

Snapshot testing for AI behavior — catch regressions offline in CI

Record once, replay forever

A live run captures every model request and response into a local SQLite cassette that CI can replay offline and deterministically at zero cost.

Anything can be a target

Point EvalCore at OpenAI-compatible endpoints, vLLM, Ollama, your own REST APIs, shell commands, or OTel/OpenInference traces — no SDK required.

Scorers that define 'good'

Stack contains, judge-rubric and other scorers in YAML to express exactly what a correct answer looks like for each case.

Regression gates and baselines

Compare against a baseline branch so only real regressions fail, and let the process exit code gate your pull requests.

Strengths & Pros

+Genuinely free and open source under Apache-2.0, with no usage-based pricing
+Deterministic offline replay removes flaky, expensive model calls from CI
+Single dependency-free binary that works regardless of your app's language
+Configuration is plain YAML plus JSONL, so suites are easy to review and version

Frequently Asked Questions: EvalCore vs Glean

EvalCore has 0 monthly visits, while Glean has 3,301,875. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Best Alternatives to EvalCore & Glean (12)

Limitations

–Requires a Rust toolchain or a prebuilt binary and comfort with the command line
–Cassettes must be recorded live first, so initial setup needs real API access
–No hosted dashboard — results and history live in your repo and CI logs

Glean

Enterprise AI grounded in your company's own knowledge

Permission-aware enterprise search

Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.

Agent builder and orchestration

Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.

Model routing and AI gateway

Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.

Grounded content and analysis

Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.

Strengths & Pros

+Answers cite source systems and inherit their permissions, which removes the main blocker to enterprise-wide rollout
+One platform covers search, assistant, and agents instead of three separate vendors
+Model routing and token efficiency directly reduce the cost per AI query at scale
+275+ pre-built connectors shorten integration work considerably

Limitations

–Enterprise pricing is quote-based, so budget planning requires a sales conversation
–Full value depends on connecting many internal data sources, which takes IT effort
–Smallest teams may find the platform more than they need

01

Notion

173.4M/mo

SpecialistThe AI workspace where teams and agents get work done together

AI AgentFreemium78% direct

Notion interface showing an AI workspace with docs, databases, and agent workflows

02

KaneAI

901.3K/mo

GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

AI AgentFreemium, Paid, Contact for Pricing+13.2%

KaneAI dashboard showing an AI-generated test plan with linked requirements

#2

03

Dust

547.2K/mo

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.

AI AssistantContact for Pricing+1.8%

Dust agent workspace showing connectors and model selection

#3

04

Gumloop

379.6K/mo

SpecialistBuild, share, and control AI agents that actually do the work

AI WorkflowFreemium, Paid, Contact for Pricing33% direct

Gumloop workspace showing an AI agent built with connectors, skills and a credit usage chart

05

Arize AI

249K/mo

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Large Language Models (LLMs)Paid, Contact for Pricing+3.2%

Arize AI dashboard showing traced agent sessions, spans, and evaluation metrics

06

Moveworks

168.5K/mo

SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.

AI AssistantContact for Pricing65% direct

Screenshot of the Moveworks AI assistant resolving an employee IT request in chat

07

Mindgard

153.5K/mo

Attack-led AI security testing and red teaming

AI TestingContact for Pricing+1.3%

Mindgard dashboard displaying AI vulnerability findings and remediation guidance for an AI agent

08

Kore.ai

143.3K/mo

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.

AI AgentContact for Pricing58% direct

Kore.ai Artemis platform showing agent lifecycle, ABL and Autoloop optimisation

09

Coworker AI

129.3K/mo

Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.

AI AgentFree Trial, Paid, Contact for Pricing38% direct

Screenshot of Coworker AI workspace with context sources, connectors and agent tasks

10

Future AGI

121.7K/mo

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

AI ModelsFreemium, Usage-based59% direct

Future AGI evaluation view with factuality, relevance and safety scores for an AI support agent

11

Maxim AI

121.4K/mo

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

AI Developer ToolsContact for Pricing, Free Open Source+10%

12

Sana

109.7K/mo

Combines enterprise search, AI agents, and corporate learning, but is less specialized for pure universal workplace search than Glean.

AI AgentPaid, Contact for Pricing23% direct

Sana Learn platform view showing AI-powered course creation and learning analytics dashboards

#1

Visit

Notion

173.4M/mo

Official

SpecialistThe AI workspace where teams and agents get work done together

AI Agent78% direct

Freemium

Visit

KaneAI

901.3K/mo+13.2%

Official

GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

AI Agent23% direct

Freemium, Paid, Contact for Pricing

Visit

Dust

547.2K/mo+1.8%

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.

AI Assistant83% direct

Contact for Pricing

Visit

Gumloop

379.6K/mo

SpecialistBuild, share, and control AI agents that actually do the work

AI Workflow33% direct

Freemium, Paid, Contact for Pricing

Visit

Arize AI

249K/mo+3.2%

Official

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Large Language Models (LLMs)43% direct

Paid, Contact for Pricing

Visit

Moveworks

168.5K/mo

Official

SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.

AI Assistant65% direct

Contact for Pricing

Visit

Mindgard

153.5K/mo+1.3%

Attack-led AI security testing and red teaming

AI Testing14% direct

Contact for Pricing

Visit

Kore.ai

143.3K/mo

Official

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.

AI Agent58% direct

Contact for Pricing

Visit

Coworker AI

129.3K/mo

Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.

AI Agent38% direct

Free Trial, Paid, Contact for Pricing

Visit

Future AGI

121.7K/mo

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

AI Models59% direct

Freemium, Usage-based

Visit

Maxim AI

121.4K/mo+10%

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

AI Developer Tools32% direct

Contact for Pricing, Free Open Source

Visit

Sana

109.7K/mo

Combines enterprise search, AI agents, and corporate learning, but is less specialized for pure universal workplace search than Glean.

AI Agent23% direct

Paid, Contact for Pricing

EvalCore vs Glean

Side-by-Side Traffic & Specification Matrix

EvalCore

Strengths & Pros

Frequently Asked Questions: EvalCore vs Glean

How do EvalCore and Glean compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to EvalCore and Glean?

More Head-to-Head Matchups

Best Alternatives to EvalCore & Glean (12)

Limitations

Glean

Strengths & Pros

Limitations