Comparison

Dashworks vs Vespa

On the evidence we track, Dashworks leads this comparison with a composite score of 68/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Dashworks full profile →Vespa full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

★Dashworks68

Vespa58

Attribute comparison across 2 tools
Attribute	DashworksLeader	Vespa
vioscaleAI score	68 / 100medium · 57%	58 / 100high · 75%
Pricing
Free tierpricing.free_tier	✗	✓
Modelpricing.model	commercial	free
Price levelpricing.price_level	low	free
Starting pricepricing.starting_price	$10	-
Transparentpricing.transparent	✓	✗
Integrations
Countintegrations.count	7	12
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	✓	-
Iso27001security.iso27001	✓	-
Scorecardsecurity.scorecard	-	5.9
Soc2security.soc2	✓	✓
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.yahoo.vespa%3Acontainer-test&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	-	✓
Adoption
Dependent reposadoption.dependent_repos	-	7
Github starsadoption.github_stars	-	7,129
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Cadence daysrelease.cadence_days	-	3
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	Apache-2.0
Language
Primarylanguage.primary	-	Java
Market
Availabilitymarket.availability	Available worldwide · Popular in US	Available worldwide · HQ NO
Content
Faqcontent.faq	7 items	8 items

Score

vioscaleAI score

Dashworks68 / 100medium · 57%

Vespa58 / 100high · 75%

Pricing

Free tier

Dashworks✗

Vespa✓

Model

Dashworkscommercial

Vespafree

Price level

Dashworkslow

Vespafree

Starting price

Dashworks$10

Vespa–

Transparent

Dashworks✓

Vespa✗

Integrations

Count

Dashworks7

Vespa12

Security

Disclosure policy

Dashworks–

Vespa✓

Gdpr

Dashworks✓

Vespa✓

Hipaa

Dashworks✓

Vespa–

Iso27001

Dashworks✓

Vespa–

Scorecard

Dashworks–

Vespa5.9

Soc2

Dashworks✓

Vespa✓

Vulnerabilities

Dashworks–

VespaCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.yahoo.vespa%3Acontainer-test&per_page=100 · Last 12m: 0

Reliability

Status page

Dashworks–

Vespa✓

Adoption

Dependent repos

Dashworks–

Vespa7

Github stars

Dashworks–

Vespa7,129

Activity

Commits last 30d

Dashworks–

Vespa100

Release

Cadence days

Dashworks–

Vespa3

History

Dashworks–

Vespa20 items

License

Spdx

Dashworks–

VespaApache-2.0

Language

Primary

Dashworks–

VespaJava

Market

Availability

DashworksAvailable worldwide · Popular in US

VespaAvailable worldwide · HQ NO

Content

Faq

Dashworks7 items

Vespa8 items

Capabilities

Feature-by-feature on the axes that matter for ai enterprise search. “-” means undocumented, not absent.

Capability comparison for AI Enterprise Search
Capability	Dashworks	Vespa
Capabilities
Deployment model	Hybrid	Hybrid
Source system RBAC permissions mirroring	✓	-
Generative AI answer synthesis rag	✓	✓
Hybrid dense and sparse lexical reranking	-	✓
Pre built native crawlers for 100 plus saas apps	-	-
Multi lingual semantic understanding	✓	✓
Personalization based on user department context	✓	-
Optical character recognition OCR for pdfs	-	-
Admin dashboard for search analytics and gaps	✓	-
Bring your own LLM byo model support	-	-
SOC2 type ii	✓	-
HIPAA compliance for medical records	✓	-
Pricing model	Per employee seat	-

Capabilities

Deployment model

DashworksHybrid

VespaHybrid

Source system RBAC permissions mirroring

Dashworks✓

Vespa-

Generative AI answer synthesis rag

Dashworks✓

Vespa✓

Hybrid dense and sparse lexical reranking

Dashworks-

Vespa✓

Pre built native crawlers for 100 plus saas apps

Dashworks-

Vespa-

Multi lingual semantic understanding

Dashworks✓

Vespa✓

Personalization based on user department context

Dashworks✓

Vespa-

Optical character recognition OCR for pdfs

Dashworks-

Vespa-

Admin dashboard for search analytics and gaps

Dashworks✓

Vespa-

Bring your own LLM byo model support

Dashworks-

Vespa-

SOC2 type ii

Dashworks✓

Vespa-

HIPAA compliance for medical records

Dashworks✓

Vespa-

Pricing model

DashworksPer employee seat

Vespa-

What each one is

The product in its own terms, so the numbers below have context.

Dashworks

Leader

Dashworks is an AI knowledge assistant that searches across your team's apps and documents in real-time to provide instant, verified answers without requiring data indexing.

Independently observed

Vespa

A distributed search and AI platform that handles vectors, tensors, text, and structured data at scale, delivering sub-100ms query latency with continuous data updates and machine-learned relevance ranking.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Dashworks

Leader

from $10/seat/moSubscription14-day trial

From $10/user/mo billed annually. 14-day free trial, no credit card required.

Team$10/user/mo billed annually, $12/user/mo monthly
- Unlimited usage
- Core integrations
- File uploads
- Slackbot
- Workflows
- +2 more
Business$15/user/mo, minimum 10 seats
- Everything in Team Plan
- Custom bots
- Choose between top LLMs
- Org-wide integrations
- AI customization
- +2 more
EnterpriseContact sales
- Everything in Business Plan
- SSO and SCIM
- API Access Add-On
- Custom data retention
- Analytics and insights
- +2 more

as of 2026-08-25verify ↗

Vespa

FreeFree tier

as of 2026-10-14verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Dashworks	Vespa
WebPlatforms	✓	✓
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
HybridDeployment	✗	✓

Platforms

Web

Dashworks✓

Vespa✓

CLI

Dashworks✗

Vespa✓

Deployment

Cloud / SaaS

Dashworks✓

Vespa✓

Self-hosted

Dashworks✓

Vespa✓

Hybrid

Dashworks✗

Vespa✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Dashworks

Leader

7 total

GitHub
Slack
Salesforce
Google Drive
Dropbox
Bing
DocuSign

Independently observed

Vespa

12 total

Python
Cohere
TwelveLabs
Claude Code
OpenAI Codex
Google Gemini
Cursor
VSCode
IntelliJ
PyCharm
AWS
GCP

Independently observed

Still deciding?

Dashworks or Vespa: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.