Comparison

Haystack 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.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Haystack66
★Ollama73
Score
vioscaleAI score
Haystack66 / 100medium · 68%
Ollama73 / 100medium · 56%
Pricing
Free tier
Haystack✓
Ollama✓
Model
Haystackfreemium
Ollamafreemium
Price level
Haystacklow
Ollamamid
Starting price
Haystack–
Ollama$20
Transparent
Haystack✗
Ollama✓
Integrations
Count
Haystack9
Ollama40,000
Adoption
Dependent repos
Haystack237
Ollama0
Github stars
Haystack26,738
Ollama183,171
Package downloads weekly
Haystack121,930
Ollama2,940,647
Activity
Commits last 30d
Haystack100
Ollama100
Release
Cadence days
Haystack2
Ollama2
History
Haystack20 items
Ollama20 items
License
Spdx
HaystackApache-2.0
OllamaMIT
Language
Primary
HaystackPython
OllamaGo
Content
Faq
Haystack6 items
Ollama8 items

Capabilities

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

Core
Tool role
HaystackEnd-to-end ML platform
OllamaEnd-to-end ML platform
Deployment
Self-hostable / OSS core
Haystack✓
Ollama✓
Managed cloud available
Haystack✓
Ollama✓
On-prem / VPC deployment
Haystack✓
Ollama✓
Observability
LLM tracing / observability
Haystack✓
Ollama✓
Evaluation (offline / LLM-judge / human)
Haystack✓
Ollama✓
Dev
Prompt management + versioning
Haystack✓
Ollama✓
Tracking
Experiment tracking / model registry
Haystack-
Ollama-
Serving
Model serving / inference endpoint
Haystack✓
Ollama✓
Interop
OpenTelemetry / OpenLLMetry compatible
Haystack✓
Ollama✓
Framework-agnostic
Haystack✓
Ollama✓
Gateway
Multi-provider model support
Haystack✓
Ollama✓
Data
No-train-on-customer-data guarantee
HaystackUnknown
OllamaYes

What each one is

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

Haystack

A Python-based orchestration framework for building production-ready AI applications with modular pipelines, agent workflows, and retrieval-augmented generation (RAG). Provides explicit control over retrieval, reasoning, memory, tools, and generation components, supporting everything from simple semantic search to complex multi-step agent systems.

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.

Haystack

HybridFree tier

Free open-source core with paid enterprise support available

  • Open SourceFree
  • EnterpriseContact sales
as of verify ↗

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 verify ↗

Platform & deployment

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

Platforms
Web
Haystack✓
Ollama✗
macOS
Haystack✗
Ollama✓
Windows
Haystack✗
Ollama✓
Linux
Haystack✗
Ollama✓
CLI
Haystack✓
Ollama✓
Deployment
Cloud / SaaS
Haystack✓
Ollama✓
Self-hosted
Haystack✓
Ollama✓
On-premise
Haystack✓
Ollama✗
Hybrid
Haystack✗
Ollama✓

Integrations

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

In common (2)
  • Anthropic
  • Claude

Haystack

28 total - 26 not shared
  • OpenAI
  • Mistral
  • Hugging Face
  • Weaviate
  • Pinecone
  • Elasticsearch
  • AstraDB
  • Apify
  • ReadMe
  • Azure OpenAI
  • Datadog
  • OpenTelemetry
  • SerperDev
  • SearchApi
  • Cohere
  • AWS Bedrock
  • FAISS
  • AWS SageMaker
  • OpenSearch
  • Google Colab
  • MCP servers
  • Amazon Bedrock
  • Amazon S3
  • Meta
  • +2 more
Independently observed

Ollama

Leader
72 total - 70 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
  • +46 more
Independently observed
Still deciding?

Haystack 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.