vioscaleAI
Comparison

Salesforce Agentforce vs smolagents

No leader: the top candidate smolagents has only 0.34 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Salesforce Agentforce full profile →smolagents full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Salesforce Agentforce45
smolagents52
Score
vioscaleAI score
Salesforce Agentforce45 / 100medium · 56%
smolagents52 / 100low · 34%
Pricing
Free tier
Salesforce Agentforce✓
smolagents✓
Model
Salesforce Agentforcefreemium
smolagentsfreemium
Price level
Salesforce Agentforcemid
smolagentslow
Starting price
Salesforce Agentforce$25
smolagents$9
Transparent
Salesforce Agentforce✓
smolagents✓
Integrations
Count
Salesforce Agentforce7
smolagents1
Security
Disclosure policy
Salesforce Agentforce–
smolagents✓
Gdpr
Salesforce Agentforce✓
smolagents–
Hipaa
Salesforce Agentforce✓
smolagents–
Trust center
Vulnerabilities
Adoption
Dependent repos
Salesforce Agentforce–
smolagents0
Github stars
Salesforce Agentforce–
smolagents29,849
Activity
Commits last 30d
Salesforce Agentforce–
smolagents5
Release
Cadence days
Salesforce Agentforce–
smolagents14
History
Salesforce Agentforce–
smolagents20 items
License
Spdx
Salesforce Agentforce–
smolagentsApache-2.0
Language
Primary
Salesforce Agentforce–
smolagentsPython
Market
Availability
Content
Faq
Salesforce Agentforce6 items
smolagents6 items

Capabilities

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

Capabilities
Orchestration model
Salesforce AgentforceMulti agent hierarchical
smolagentsMulti agent hierarchical
Model provider agnostic
Salesforce Agentforce-
smolagents✓
Tool function calling
Salesforce Agentforce✓
smolagents✓
Code execution sandbox
Salesforce Agentforce-
smolagents✓
Memory architecture
Salesforce AgentforcePersistent
smolagentsSession
Mcp support
Salesforce Agentforce✓
smolagents-
A2a support
Salesforce Agentforce✓
smolagents-
Human in the loop
Salesforce Agentforce✓
smolagents-
Streaming output
Salesforce Agentforce-
smolagents-
Structured output
Salesforce Agentforce-
smolagents-
Multi language SDK
Salesforce Agentforce-
smolagents-
Deployment model
Salesforce AgentforceEmbedded in cloud
smolagentsLibrary self hosted
Open source
Salesforce Agentforce✗
smolagents✓
Pricing model
Salesforce AgentforceSeat enterprise quote
smolagentsOpen source self host

What each one is

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

Salesforce Agentforce

A platform enabling organizations to design, deploy, and manage autonomous AI agents that coordinate with each other to complete multi-step processes, integrate with enterprise systems, and operate under human supervision.

Independently observed

smolagents

A hub for discovering, sharing, and collaborating on machine learning models and datasets with integrated tools for inference deployment and interactive demonstrations.

Independently observed

Pricing

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

Salesforce Agentforce

from $25/moSubscriptionFree tier30-day trial

From $25/user/month with free 30-day trial

  • Free SuiteFree
    • Account, Contact, Lead, and Opportunity Management
  • Starter Suite$25/user/month
    • Lead, Account, Contact, and Opportunity Management
    • Built-in Sales Flows and Lead Routing
    • AI Email and Contact Synchronization
    • Email Marketing and Analytics
    • Slack included
  • CoreContact sales
    • Advanced Forecast and Pipeline Management
    • Opportunity Scoring
    • Conversation Intelligence
    • API Access
    • Agentforce
as of verify ↗

smolagents

from $9/moHybridFree tier

From $9/month. Free tier available. Usage-based storage and compute.

  • Pro$9/month
    • Private storage
    • 2x public storage capacity
    • Monthly inference credits
    • Spaces hosting
    • Enhanced ZeroGPU quota
    • +3 more
  • Team$20/user/month
  • EnterpriseContact sales
as of verify ↗

Platform & deployment

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

Platforms
Web
Salesforce Agentforce✓
smolagents✓
CLI
Salesforce Agentforce✓
smolagents✗
Deployment
Cloud / SaaS
Salesforce Agentforce✓
smolagents✓

Integrations

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

Salesforce Agentforce

16 total
  • Slack
  • MuleSoft
  • Salesforce Service Cloud
  • Salesforce Sales Cloud
  • Tableau
  • Data 360
  • Apex
  • JavaScript
  • Salesforce Flows
  • Git
  • VS Code
  • Salesforce Meetings
  • Amazon Connect
  • Okta
  • CrowdStrike
  • DigitSec
Independently observed

smolagents

11 total
  • OpenAI
  • Anthropic
  • LiteLLM
  • Ollama
  • Transformers
  • DuckDuckGoSearchTool
  • Hugging Face Inference API
  • Together AI
  • Groq
  • PyCharm
  • Kaggle
Independently observed
Still deciding?

Salesforce Agentforce or smolagents: 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.