Arize Phoenix vs Docparser
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A
Arize Phoenix
Open source LLM tracing and evaluation that captures spans scores prompts and outputs, clusters failures and offers a hosted AX service with free and enterprise tiers.
Pricing Free, SaaS tiers by quote
Category data
Difficulty Beginner
Type Web App
Status Active
D
Docparser
Template driven PDF and scan parsing that turns invoices orders and forms into clean rows with inbox import API and exports to Sheets CSV JSON and apps.
Pricing Free trial, Starter from $39 per month, Professional from $74 per month, Business from $159 per month
Category data
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in Arize Phoenix
llmobservabilitytracingevaluationopensourceotel
Shared
None
Only in Docparser
document-parsingocrautomationapietloperations
Key Features
Arize Phoenix
- • Open source tracing and evaluation built on OpenTelemetry
- • Span capture for prompts tools model outputs and latencies
- • Clustering to reveal failure patterns across sessions
- • Built in evals for relevance hallucination and safety
- • Compare models prompts and guardrails with custom metrics
- • Self host or use hosted AX with expanded limits and support
Docparser
- • Template builder with field rules and validations that capture fixed and floating regions with repeatable accuracy for evolving document layouts
- • OCR engine that extracts text from scans and photos then normalizes characters and spacing for consistent downstream parsing and validation
- • Smart Tables that detect columns and multi line rows so invoices and orders move to ERPs without manual keying or fragile spreadsheet formulas
- • Inbox and storage import that watches email and cloud folders to ingest documents continuously with duplicate protection and status reporting
- • REST API and webhooks that enable hands free ingestion routing and delivery so parsed payloads reach databases CRMs and automation tools
- • Credits based pricing that maps one credit to one document so monthly volumes translate cleanly into budgets and capacity planning
Use Cases
Arize Phoenix
- → Trace and debug RAG pipelines across tools and models
- → Cluster bad answers to identify data or prompt gaps
- → Score outputs for relevance faithfulness and safety
- → Run A B tests on prompts with offline or online traffic
- → Add governance with retention access control and SLAs
- → Share findings with engineering and product via notebooks
Docparser
- → Accounts payable automation for invoices and receipts where extracted headers and line items post to finance systems without manual entry or delays
- → Order and delivery note ingestion that feeds ERPs with accurate SKUs quantities and dates to shorten cycle times and reduce warehouse exceptions
- → Vendor form normalization at scale where multi layout parsers handle suppliers that change templates frequently across regions and seasons
- → Backfile processing projects that convert historical PDFs into rows for analysis and forecasting without months of custom scripting
- → Logistics and customs paperwork extraction that routes key fields to TMS WMS and broker systems to speed clearances and reduce errors
- → Contracts and onboarding document metadata capture that enriches CRMs with parties dates and identifiers to improve search and reporting
Perfect For
Arize Phoenix
ml engineers data scientists and platform teams building LLM apps who need open source tracing evals and an optional hosted path as usage grows
Docparser
ops leaders finance managers RevOps and integrators who need dependable document extraction predictable cost controls and governance without building and maintaining an OCR stack
Capabilities
Arize Phoenix
Spans and Context Professional
Built in and Custom Intermediate
Clustering and Search Intermediate
Hosted AX Basic
Docparser
Parsers and Rules Intermediate
Imports and API Professional
Credits and Monitoring Intermediate
Destinations Basic
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