Alternatives to Firecrawl

Qdrant

AI Data & Retrieval AI Data & Retrieval · Usage-based

Qdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run.

LlamaIndex

AI Data & Retrieval AI Data & Retrieval · $50/mo

LlamaIndex didn't stay the librarian for your RAG stack. It became a document-parsing vendor with a free framework attached.

Weaviate

AI Data & Retrieval AI Data & Retrieval · $45/mo

Weaviate kept its promise on the license. It quietly built the plumbing to change that later.

Chroma

AI Data & Retrieval AI Data & Retrieval · $250/mo + usage

Chroma still wins the first hour. Whether it wins the first year depends on a question most people haven't asked yet: is it patched?

Qdrant

AI Data & Retrieval AI Data & Retrieval · Usage-based

Qdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run.

Hugging Face Hub

AI Data & Retrieval AI Data & Retrieval · $9/mo

Hugging Face spent a decade becoming the default home for open AI. Now it's about to become part of the world's most valuable chipmaker.

LlamaIndex

AI Data & Retrieval AI Data & Retrieval · $50/mo

LlamaIndex didn't stay the librarian for your RAG stack. It became a document-parsing vendor with a free framework attached.

Weaviate

AI Data & Retrieval AI Data & Retrieval · $45/mo

Weaviate kept its promise on the license. It quietly built the plumbing to change that later.

Pinecone

AI Data & Retrieval AI Data & Retrieval · $20/mo

Pinecone spent 2025 answering "who's driving this thing," and 2026 answering "why does this still need to exist."

Chroma

AI Data & Retrieval AI Data & Retrieval · $250/mo + usage

Chroma still wins the first hour. Whether it wins the first year depends on a question most people haven't asked yet: is it patched?

Langfuse

AI Data & Retrieval AI Data & Retrieval · $29/month

Open-source LLM tracing and evals that is far cheaper than per-trace rivals (Core $29 a month, unlimited users), now owned by ClickHouse, with a forced v4 cutover on Langfuse Cloud on Nov 16 2026 and retention rules only from Pro.

Braintrust

AI Data & Retrieval AI Data & Retrieval · $249/month

The most complete eval and experiment workflow in its class, billed by gigabytes and scores (Starter free, Pro $249 a month); Starter with a card is often cheaper than Pro, stored provider keys were potentially exposed in a May 2026 incident (Braintrust says the attacker used only Anthropic keys), and BYOC, self-hosting, SAML and the BAA need Enterprise.

Quickchat AI

AI Chat Assistants AI Chat Assistants · $9/month

A no-code AI agent builder with a free plan and credit plans from $9 to $999 a month: cheap for steady small-site volume, but a credit is a reply, agents go silent at zero, and independent evidence is one Shopify review.

Mem0

AI Data & Retrieval AI Data & Retrieval · $19/month

An Apache-2.0 AI memory layer with a free tier and hosted plans at $19 and $249 a month, but a steep ladder, vendor-run benchmarks, SOC 2 Type I only and mixed public user evidence.

RAGFlow

AI Data & Retrieval AI Data & Retrieval · $29/month

Strong open-source RAG engine for hard documents with a cheap $29 cloud plan, but 1.0 is still a release candidate, defaults are weak and the cloud terms are unfinished.

Qdrant

AI Data & Retrieval AI Data & Retrieval · Usage-based

JAVIS Score 89 vs 74. Qdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run.

Hugging Face Hub

AI Data & Retrieval AI Data & Retrieval · $9/mo

JAVIS Score 88 vs 74. Hugging Face spent a decade becoming the default home for open AI. Now it's about to become part of the world's most valuable chipmaker.

LlamaIndex

AI Data & Retrieval AI Data & Retrieval · $50/mo

JAVIS Score 87 vs 74. LlamaIndex didn't stay the librarian for your RAG stack. It became a document-parsing vendor with a free framework attached.

Weaviate

AI Data & Retrieval AI Data & Retrieval · $45/mo

JAVIS Score 87 vs 74. Weaviate kept its promise on the license. It quietly built the plumbing to change that later.

Pinecone

AI Data & Retrieval AI Data & Retrieval · $20/mo

JAVIS Score 80 vs 74. Pinecone spent 2025 answering "who's driving this thing," and 2026 answering "why does this still need to exist."

Chroma

AI Data & Retrieval AI Data & Retrieval · $250/mo + usage

JAVIS Score 78 vs 74. Chroma still wins the first hour. Whether it wins the first year depends on a question most people haven't asked yet: is it patched?

Langfuse

AI Data & Retrieval AI Data & Retrieval · $29/month

JAVIS Score 76 vs 74. Open-source LLM tracing and evals that is far cheaper than per-trace rivals (Core $29 a month, unlimited users), now owned by ClickHouse, with a forced v4 cutover on Langfuse Cloud on Nov 16 2026 and retention rules only from Pro.

OpenRouter

AI Data & Retrieval AI Data & Retrieval · Free; 5.5% credit fee

JAVIS Score 75 vs 74. Easiest way to reach 500+ models with one key at provider list prices plus a 5.5% fee on credit purchases (8% Business); the Stripe deal is pending, its terms allow free assignment and ZDR has caveats.

Qdrant

AI Data & Retrieval AI Data & Retrieval · Usage-based

Qdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run.

Hugging Face Hub

AI Data & Retrieval AI Data & Retrieval · $9/mo

Hugging Face spent a decade becoming the default home for open AI. Now it's about to become part of the world's most valuable chipmaker.

LlamaIndex

AI Data & Retrieval AI Data & Retrieval · $50/mo

LlamaIndex didn't stay the librarian for your RAG stack. It became a document-parsing vendor with a free framework attached.

Weaviate

AI Data & Retrieval AI Data & Retrieval · $45/mo

Weaviate kept its promise on the license. It quietly built the plumbing to change that later.

Pinecone

AI Data & Retrieval AI Data & Retrieval · $20/mo

Pinecone spent 2025 answering "who's driving this thing," and 2026 answering "why does this still need to exist."

Chroma

AI Data & Retrieval AI Data & Retrieval · $250/mo + usage

Chroma still wins the first hour. Whether it wins the first year depends on a question most people haven't asked yet: is it patched?

Langfuse

AI Data & Retrieval AI Data & Retrieval · $29/month

Open-source LLM tracing and evals that is far cheaper than per-trace rivals (Core $29 a month, unlimited users), now owned by ClickHouse, with a forced v4 cutover on Langfuse Cloud on Nov 16 2026 and retention rules only from Pro.

OpenRouter

AI Data & Retrieval AI Data & Retrieval · Free; 5.5% credit fee

Easiest way to reach 500+ models with one key at provider list prices plus a 5.5% fee on credit purchases (8% Business); the Stripe deal is pending, its terms allow free assignment and ZDR has caveats.

Braintrust

AI Data & Retrieval AI Data & Retrieval · $249/month

The most complete eval and experiment workflow in its class, billed by gigabytes and scores (Starter free, Pro $249 a month); Starter with a card is often cheaper than Pro, stored provider keys were potentially exposed in a May 2026 incident (Braintrust says the attacker used only Anthropic keys), and BYOC, self-hosting, SAML and the BAA need Enterprise.

Haystack (deepset)

AI Data & Retrieval AI Data & Retrieval · Free (open source); Enterprise Platform custom

Free Apache-2.0 Python framework for explicit RAG and agent pipelines; the paid Haystack Enterprise Platform is quote-only and the library removes deprecated features within about a month.

Mem0

AI Data & Retrieval AI Data & Retrieval · $19/month

An Apache-2.0 AI memory layer with a free tier and hosted plans at $19 and $249 a month, but a steep ladder, vendor-run benchmarks, SOC 2 Type I only and mixed public user evidence.

RAGFlow

AI Data & Retrieval AI Data & Retrieval · $29/month

Strong open-source RAG engine for hard documents with a cheap $29 cloud plan, but 1.0 is still a release candidate, defaults are weak and the cloud terms are unfinished.

Quickchat AI

AI Chat Assistants AI Chat Assistants · $9/month

A no-code AI agent builder with a free plan and credit plans from $9 to $999 a month: cheap for steady small-site volume, but a credit is a reply, agents go silent at zero, and independent evidence is one Shopify review.