Comparison

DSPy vs Ollama

On the evidence we track, Ollama leads this comparison with a composite score of 73/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

DSPy full profile →Ollama full profile →

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

DSPy54

★Ollama73

Attribute comparison across 2 tools
Attribute	DSPy	OllamaLeader
vioscaleAI score	54 / 100medium · 58%	73 / 100medium · 56%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	open_source	freemium
Price levelpricing.price_level	free	mid
Starting pricepricing.starting_price	-	$20
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	1	40,000
Security
Gdprsecurity.gdpr	-	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 1 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=dspy&per_page=100 · Last 12m: 1 · Max severity: MODERATE	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=nixpkgs&package_name=ollama&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	3	0
Github starsadoption.github_stars	38,644	183,171
Package downloads weeklyadoption.package_downloads_weekly	93,838	2,940,647
Activity
Commits last 30dactivity.commits_last_30d	67	100
Release
Cadence daysrelease.cadence_days	17	2
Historyrelease.history	20 items	20 items
License
Spdxlicense.spdx	MIT	MIT
Language
Primarylanguage.primary	Python	Go
Market
Availabilitymarket.availability	Available worldwide · HQ US	Available worldwide · Popular in US · HQ US
Content
Faqcontent.faq	6 items	8 items

Score

vioscaleAI score

DSPy54 / 100medium · 58%

Ollama73 / 100medium · 56%

Pricing

Free tier

DSPy✓

Ollama✓

Model

DSPyopen_source

Ollamafreemium

Price level

DSPyfree

Ollamamid

Starting price

DSPy–

Ollama$20

Transparent

DSPy✓

Ollama✓

Integrations

Count

DSPy1

Ollama40,000

Security

Gdpr

DSPy–

Ollama✓

Vulnerabilities

DSPyCount: 1 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=dspy&per_page=100 · Last 12m: 1 · Max severity: MODERATE

OllamaCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=nixpkgs&package_name=ollama&per_page=100 · Last 12m: 0

Reliability

Status page

DSPy✓

Ollama–

Adoption

Dependent repos

DSPy3

Ollama0

Github stars

DSPy38,644

Ollama183,171

Package downloads weekly

DSPy93,838

Ollama2,940,647

Activity

Commits last 30d

DSPy67

Ollama100

Release

Cadence days

DSPy17

Ollama2

History

DSPy20 items

Ollama20 items

License

Spdx

DSPyMIT

OllamaMIT

Language

Primary

DSPyPython

OllamaGo

Market

Availability

DSPyAvailable worldwide · HQ US

OllamaAvailable worldwide · Popular in US · HQ US

Content

Faq

DSPy6 items

Ollama8 items

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Capability comparison for MLOps & LLMOps Tools
Capability	DSPy	Ollama
Core
Tool role	Agent / RAG framework	End-to-end ML platform
Deployment
Self-hostable / OSS core	✓	✓
Managed cloud available	✗	✓
On-prem / VPC deployment	✓	✓
Observability
LLM tracing / observability	✓	✓
Evaluation (offline / LLM-judge / human)	✓	✓
Dev
Prompt management + versioning	✓	✓
Tracking
Experiment tracking / model registry	✗	-
Serving
Model serving / inference endpoint	✗	✓
Interop
OpenTelemetry / OpenLLMetry compatible	✗	✓
Framework-agnostic	✓	✓
Gateway
Multi-provider model support	✓	✓
Data
No-train-on-customer-data guarantee	Unknown	Yes

Core

Tool role

DSPyAgent / RAG framework

OllamaEnd-to-end ML platform

Deployment

Self-hostable / OSS core

DSPy✓

Ollama✓

Managed cloud available

DSPy✗

Ollama✓

On-prem / VPC deployment

DSPy✓

Ollama✓

Observability

LLM tracing / observability

DSPy✓

Ollama✓

Evaluation (offline / LLM-judge / human)

DSPy✓

Ollama✓

Dev

Prompt management + versioning

DSPy✓

Ollama✓

Tracking

Experiment tracking / model registry

DSPy✗

Ollama-

Serving

Model serving / inference endpoint

DSPy✗

Ollama✓

Interop

OpenTelemetry / OpenLLMetry compatible

DSPy✗

Ollama✓

Framework-agnostic

DSPy✓

Ollama✓

Gateway

Multi-provider model support

DSPy✓

Ollama✓

Data

No-train-on-customer-data guarantee

DSPyUnknown

OllamaYes

What each one is

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

DSPy

Framework enabling developers to construct AI systems using typed task definitions and modular components, with automatic optimization replacing manual prompt design.

Independently observed

Ollama

Leader

Ollama enables developers to run open-source language models either on their own computers or through Ollama's cloud infrastructure, with a guarantee that user prompts and responses are never logged, stored, or used for training. Models can run locally without internet (limited by hardware) or in the cloud with no performance constraints.

Independently observed

Pricing

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

DSPy

Open sourceFree tier

as of 2026-08-14verify ↗

Ollama

Leader

from $20/moHybridFree tier

Free to start; Pro from $20/mo with $60 usage credits; Max at $100/mo with $300 usage credits; Team at $500/mo with shared $1,000 usage credits; Enterprise with custom pricing

FreeFree
- Run models locally
- Starter usage credits included
- Access to starter models
- Add credits to unlock all models
- No service fees
Pro$20/mo or $200/yr billed annually
- Everything in Free, plus
- $60 of usage credits per month
- Access to larger pro models
- Run multiple models concurrently
- Fast mode (coming soon)
Max$100/mo
- Everything in Pro, plus
- $300 of usage credits per month
- Early access to the newest models
- 10 concurrent requests
Team$500/mo
- Unlimited users
- $1,000 of usage credits per month, shared across the team
- Centralized billing and administration
- Priority support
- Shared projects, skills, and instructions
EnterpriseContact sales
- Everything in Team, plus
- Model access controls
- Limit team access to specific models
- Set cost budgets for users and API keys
- Private Slack channel with dedicated support
- +1 more

as of 2026-09-13verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	DSPy	Ollama
WebPlatforms	✓	✗
macOSPlatforms	✓	✓
WindowsPlatforms	✓	✓
LinuxPlatforms	✓	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✓
HybridDeployment	✗	✓

Platforms

Web

DSPy✓

Ollama✗

macOS

DSPy✓

Ollama✓

Windows

DSPy✓

Ollama✓

Linux

DSPy✓

Ollama✓

CLI

DSPy✓

Ollama✓

Deployment

Cloud / SaaS

DSPy✗

Ollama✓

Self-hosted

DSPy✓

Ollama✓

Hybrid

DSPy✗

Ollama✓

Integrations

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

In common (1)

Anthropic

DSPy

2 total - 1 not shared

OpenAI

Independently observed

Ollama

Leader

72 total - 71 not shared

Claude Code
OpenClaw
OpenCode
Codex
Copilot
Droid
Open WebUI
Onyx
LibreChat
Lobe Chat
NextChat
Perplexica
big-AGI
Lollms WebUI
ChatOllama
Bionic GPT
Chatbot UI
Hollama
Chatbox
Ollama RAG Chatbot
Dify.AI
AnythingLLM
Maid
Witsy
+47 more

Independently observed

Still deciding?

DSPy or Ollama: 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.