Comparison

DSPy vs Ollama

On the evidence we track, Ollama leads this comparison with a composite score of 80/100. 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 →

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DSPy61

★Ollama80

Attribute comparison across 2 tools
Attribute	DSPy	OllamaLeader
Vioscale score	61 / 100medium · 68%	80 / 100medium · 61%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	commercial
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=alpine&package_name=ollama-doc&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	3	0
Github starsadoption.github_stars	37,611	179,509
Package downloads weeklyadoption.package_downloads_weekly	156,385	4,843,586
Activity
Commits last 30dactivity.commits_last_30d	67	100
Release
Cadence daysrelease.cadence_days	18	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, EU
Content
Faqcontent.faq	-	7 items

Score

Vioscale score

DSPy61 / 100medium · 68%

Ollama80 / 100medium · 61%

Pricing

Free tier

DSPy✓

Ollama✓

Model

DSPycommercial

Ollamacommercial

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=alpine&package_name=ollama-doc&per_page=100 · Last 12m: 0

Reliability

Status page

DSPy✓

Ollama–

Adoption

Dependent repos

DSPy3

Ollama0

Github stars

DSPy37,611

Ollama179,509

Package downloads weekly

DSPy156,385

Ollama4,843,586

Activity

Commits last 30d

DSPy67

Ollama100

Release

Cadence days

DSPy18

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, EU

Content

Faq

DSPy–

Ollama7 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

A Python framework for developing AI applications through declarative components and modular patterns, with built-in optimization that automatically tunes system performance against defined metrics.

Independently observed

Ollama

Leader

A platform for running open-source language models through CLI, API, or desktop interfaces, with broad integration support for development tools. Provides both private local execution and cloud-hosted inference while maintaining strict data privacy and refusing to train on user inputs.

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/mofreemiumFree tier

Free tier available. Paid plans from $20/mo (Pro) to $100/mo (Max) for individuals; $25/seat/mo for teams (min. 5 seats).

FreeFree
- Unlimited public models
- 40,000+ community integrations
- CLI, API, and desktop apps
- Run models on your own hardware
- Access cloud models
- +1 more
Pro$20/mo or $200/year
- Everything in Free
- Access larger, more powerful cloud models
- Run 3 cloud models concurrently
- Upload and share private models
- Extra usage balance available
Max$100/mo (new signups paused)
- Everything in Pro
- Run 10 cloud models concurrently
- Extra usage balance available
Team$25/seat/mo (minimum 5 seats = $125/mo)
- Access to powerful open models in US and Europe
- High performance (up to 2x faster than competing gateways)
- Zero data retention and logging
- Shared billing and administration
- Priority support
- +6 more

as of 2026-08-21verify ↗

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	✗	✓
WindowsPlatforms	✗	✓
LinuxPlatforms	✗	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✗	✓

Platforms

Web

DSPy✗

Ollama✓

Windows

DSPy✗

Ollama✓

Linux

DSPy✗

Ollama✓

CLI

DSPy✓

Ollama✓

Deployment

Cloud / SaaS

DSPy✗

Ollama✓

Self-hosted

DSPy✓

Ollama✓

On-premise

DSPy✗

Ollama✓

Integrations

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

DSPy

1 total

OpenAI

Independently observed

Ollama

Leader

64 total

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
+40 more

Independently observed

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