Reportly vs Voyage AI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Reportly | Voyage AI |
|---|---|---|
| Core Function | JSON to PDF generation API | Embedding and reranker models for RAG |
| Target User | Developers automating PDF reports | Enterprise teams building RAG pipelines |
| Pricing Model | Freemium (free tier, paid plans) | Contact for pricing |
| Key Feature | Razor template engine, no storage of data | 32K token context, low-dimensional embeddings |
| Compliance | Privacy-first (no stored data) | SOC 2, HIPAA compliant |
| Latest News Impact | No relevant updates | No recent news, static facts stand |
Reportly and Voyage AI serve entirely different purposes. Reportly is a straightforward PDF generation API for developers needing branded reports from JSON, with a free tier and transparent pricing. Voyage AI is an enterprise embedding and reranking platform for improving RAG retrieval accuracy, with no public pricing and a focus on compliance. Choose based on your need: PDF automation or advanced search retrieval.

Turn JSON into branded PDF reports with a Razor-powered REST API — no credit card to start.
Visit WebsiteDomain-tuned embedding models and rerankers from MongoDB for high-accuracy enterprise RAG retrieval.
Visit WebsiteWhat real users say: Reportly vs Voyage AI
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Reportly
6 mentions across 1 sources · 90% positive (averaged across 1 source)
Product Hunt
What users praise
- • Fills a real need for PDFs from Notion/Airtable/Coda.
- • Simple JSON-to-PDF API, easy for developers.
- • Razor template engine familiar to .NET developers.
- • No storage of requests or reports enhances privacy.
What frustrates them
- • Very limited community feedback; lacks real-world validation.
- • Only Product Hunt comments available—no objective reviews.
- • No public benchmarks or performance data shared.
- • Template engine (Razor) may be unfamiliar to non-.NET devs.
Researched Jul 3, 2026
Voyage AI
71 mentions across 6 sources · 38% positive — critical (weighted across 6 sources)
Hacker News, YouTube, App Store, Stack Overflow, GitHub, Lemmy
What users praise
- • Domain-specific finance, legal, and code embedders beat general-purpose models on jargon-heavy corpora
- • 3x-8x shorter embeddings cut vector storage and search costs without obvious accuracy loss
- • 32K-token context handles long documents that force chunking in other models
- • Rerank-2.5's instruction following lets you steer ranking behavior in plain language
What frustrates them
- • Default terms grant Voyage a perpetual license to train on your API data
- • No public pricing — everything routes through a sales conversation
- • Not the fastest at scale; a Jina model reportedly beat it in one benchmark
- • MongoDB ownership is steering the roadmap toward Atlas-first integration
Researched Sep 29, 2026
Who should pick which
- Developer building invoice generationPick: Reportly
Reportly's JSON-to-PDF API with Razor templates is ideal for generating branded invoices programmatically.
- Enterprise deploying RAG for legal docsPick: Voyage AI
Voyage AI's domain-specific legal model and long-context embeddings (32K tokens) enhance retrieval accuracy for legal documents.
- Finance team automating report generationPick: Reportly
Reportly can handle batch reporting and custom branding for financial reports, with no data storage for compliance.
- AI team improving search for code repositoryPick: Voyage AI
Voyage AI's code-specific embedding model and reranker boost code retrieval in RAG systems.
- Startup needing quick PDF outputPick: Reportly
Reportly's free tier and 10-day trial allow low-cost experimentation for simple PDF generation.
Frequently Asked Questions
Reportly vs Voyage AI: which should you choose?
Reportly and Voyage AI serve entirely different purposes. Reportly is a straightforward PDF generation API for developers needing branded reports from JSON, with a free tier and transparent pricing. Voyage AI is an enterprise embedding and reranking platform for improving RAG retrieval accuracy, with no public pricing and a focus on compliance. Choose based on your need: PDF automation or advanced search retrieval.
Can Reportly handle complex chart visualizations?
No, Reportly is not designed for complex data visualization or charts; it focuses on text-based PDF reports from JSON data.
Does Voyage AI offer a free tier?
No, Voyage AI requires contacting sales for pricing; there is no free tier or transparent pricing.
Is Reportly suitable for non-developers?
No, Reportly requires template creation using Razor (CSHTML) syntax and API usage, making it developer-oriented.
What compliance does Voyage AI support?
Voyage AI is SOC 2 and HIPAA compliant, making it suitable for sensitive enterprise data.
Does Reportly store my data?
No, Reportly explicitly states that requests and completed reports are never stored.
Can Voyage AI be used with any vector database?
Yes, Voyage AI integrates with any vector database or LLM as it provides embedding and reranking APIs.
What is the context limit for Voyage AI embeddings?
Voyage AI supports up to 32K tokens per document/query for long-context models.
Does Reportly support batch report generation?
Yes, Reportly supports batch reporting with up to 25 simultaneous requests.
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Last reviewed: July 3, 2026