Comparison

Knative vs Modal

No clear leader: Modal (56.4) and Knative (53.8) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Knative full profile →Modal full profile →

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

Knative54

Modal56

Attribute comparison across 2 tools
Attribute	Knative	Modal
vioscaleAI score	54 / 100medium · 52%	56 / 100medium · 72%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	open_source	freemium
Price levelpricing.price_level	free	high
Starting pricepricing.starting_price	-	$250
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	3	2
Security
Certificationssecurity.certifications	-	SOC 2 Type II
Disclosure policysecurity.disclosure_policy	✓	✓
Hipaasecurity.hipaa	-	✓
Scorecardsecurity.scorecard	8.1	-
Soc2security.soc2	-	✓
Trust centersecurity.trust_center	-	https://modal.com/docs/guide/security
Vulnerabilitiessecurity.vulnerabilities	Count: 1 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=knative.dev%2Fserving&per_page=100 · Last 12m: 0 · Max severity: MODERATE	-
Reliability
Status pagereliability.status_page	-	✓
Adoption
Dependent reposadoption.dependent_repos	446	-
Github starsadoption.github_stars	6,110	-
Activity
Commits last 30dactivity.commits_last_30d	11	-
Release
Cadence daysrelease.cadence_days	6	-
Historyrelease.history	20 items	-
License
Spdxlicense.spdx	Apache-2.0	-
Language
Primarylanguage.primary	Go	-
Market
Availabilitymarket.availability	-	Available worldwide · Popular in US · HQ US
Content
Faqcontent.faq	6 items	7 items

Score

vioscaleAI score

Knative54 / 100medium · 52%

Modal56 / 100medium · 72%

Pricing

Free tier

Knative✓

Modal✓

Model

Knativeopen_source

Modalfreemium

Price level

Knativefree

Modalhigh

Starting price

Knative–

Modal$250

Transparent

Knative✓

Modal✓

Integrations

Count

Knative3

Modal2

Security

Certifications

Knative–

ModalSOC 2 Type II

Disclosure policy

Knative✓

Modal✓

Hipaa

Knative–

Modal✓

Scorecard

Knative8.1

Modal–

Soc2

Knative–

Modal✓

Trust center

Knative–

Modalhttps://modal.com/docs/guide/security

Vulnerabilities

KnativeCount: 1 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=knative.dev%2Fserving&per_page=100 · Last 12m: 0 · Max severity: MODERATE

Modal–

Reliability

Status page

Knative–

Modal✓

Adoption

Dependent repos

Knative446

Modal–

Github stars

Knative6,110

Modal–

Activity

Commits last 30d

Knative11

Modal–

Release

Cadence days

Knative6

Modal–

History

Knative20 items

Modal–

License

Spdx

KnativeApache-2.0

Modal–

Language

Primary

KnativeGo

Modal–

Market

Availability

Knative–

ModalAvailable worldwide · Popular in US · HQ US

Content

Faq

Knative6 items

Modal7 items

Capabilities

Feature-by-feature on the axes that matter for serverless & edge platforms. “-” means undocumented, not absent.

Capability comparison for Serverless & Edge Platforms
Capability	Knative	Modal
Core
Execution substrate	Container	Container
Language / runtime breadth	Any language via containerized HTTP/gRPC services	Python
Reach
Runs at global edge PoPs	-	✓
Scale
Scale to zero	✓	✓
Performance
Cold-start profile	High (VM / container)	Low
Limits
Max execution duration	-	-
Integration
Event source breadth	HTTP, CloudEvents, Kubernetes event sources	HTTP, cron/scheduled, events
HTTP endpoint trigger	✓	✓
Cron / scheduled invocations	-	✓
State
Durable state / workflow primitive	✓	✓
Flexibility
Bring-your-own runtime / container	✓	✓
Deployment
Hosting	Self-hosted only	Cloud only
Ops
Built-in logs / metrics / tracing	✓	✓
Extensibility
CLI + IaC / framework support	✓	✓

Core

Execution substrate

KnativeContainer

ModalContainer

Language / runtime breadth

KnativeAny language via containerized HTTP/gRPC services

ModalPython

Reach

Runs at global edge PoPs

Knative-

Modal✓

Scale

Scale to zero

Knative✓

Modal✓

Performance

Cold-start profile

KnativeHigh (VM / container)

ModalLow

Limits

Max execution duration

Knative-

Modal-

Integration

Event source breadth

KnativeHTTP, CloudEvents, Kubernetes event sources

ModalHTTP, cron/scheduled, events

HTTP endpoint trigger

Knative✓

Modal✓

Cron / scheduled invocations

Knative-

Modal✓

State

Durable state / workflow primitive

Knative✓

Modal✓

Flexibility

Bring-your-own runtime / container

Knative✓

Modal✓

Deployment

Hosting

KnativeSelf-hosted only

ModalCloud only

Ops

Built-in logs / metrics / tracing

Knative✓

Modal✓

Extensibility

CLI + IaC / framework support

Knative✓

Modal✓

What each one is

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

Knative

A platform for building event-driven applications on Kubernetes, providing brokers and event sources to integrate cloud services like AWS with local event processing workflows.

Independently observed

Modal

A cloud platform that automatically scales applications based on demand and charges only for actual compute consumed, measured per CPU cycle. Provides direct GPU access for AI inference and training, with support for Python, JavaScript/TypeScript, and Go.

Independently observed

Pricing

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

Knative

Open sourceFree tier

as of 2026-08-14verify ↗

Modal

from $250/moUsage-basedFree tier

Free tier with $30/month compute. Pay-per-second metering: CPUs from $0.0000131/core/sec, GPUs from $0.000164/sec (T4) to $0.001972/sec (B300), memory at $0.00000222/GiB/sec.

StarterFree
- 3 workspace seats
- 100 containers
- 10 GPU concurrency
- Limited scheduled and web functions
- Real-time metrics and logs
- +1 more
Team$250/month base + compute usage ($100/month free credits)
- Unlimited workspace seats
- 5000 containers
- 50 GPU concurrency
- Unlimited scheduled functions
- Custom domains
- +3 more
EnterpriseContact sales
- Volume-based discounts
- Embedded ML engineering services
- Private Slack support
- Audit logs
- SAML SSO
- +1 more

as of 2026-09-18verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Knative	Modal
WebPlatforms	✗	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✗

Platforms

Web

Knative✗

Modal✓

CLI

Knative✓

Modal✓

Deployment

Cloud / SaaS

Knative✗

Modal✓

Self-hosted

Knative✓

Modal✗

Integrations

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

Knative

6 total

AWS S3
AWS SQS
AWS DynamoDB Streams
Apache Camel
Istio
Apache Camel K

Independently observed

Modal

4 total

AWS Marketplace
GCP Marketplace
Datadog
Sentry.io

Independently observed

Still deciding?

Knative or Modal: 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.