Arize AI records 249,028 monthly visits with +3.2% month-over-month growth and Paid, Contact for Pricing pricing. GPT for Work (Autosheet) records 160,670 monthly visits with -13.5% growth and Free Trial, Paid pricing.
Agent observability, evaluation, and continuous improvement for production AI
AI spreadsheet agent for Excel and Google Sheets
| Dimension / Metric | | |
|---|---|---|
| Official Domain | arize.com | gptforwork.com |
| Pricing Model | Paid, Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 249.03K (249,028) | 160.67K (160,670) |
| MoM Traffic Delta | +7.67K (+3.2%) | -25.09K (-13.5%) |
| Primary Market & Share | 🇺🇸 United States (51.6%) | 🇺🇸 United States (10.3%) |
| Direct Visits / mo | 107.84K | 60.82K |
| User Rating | 4.6 | 4.5 |
| Supported Platforms | Website | Website |
Agent observability, evaluation, and continuous improvement for production AI
Capture spans, traces, and sessions across agents and LLM calls using OpenInference conventions built on OpenTelemetry, so instrumentation stays portable.
Run evaluations at span, trace, and session level to grade retrieval quality, tool use, and final answers across large production datasets.
An in-product agent that inspects traces, diagnoses likely root causes, and proposes fixes that engineers can review before shipping.
Self-host the leading open-source tracing and eval tool when you need to keep trace data inside your own infrastructure.
AI spreadsheet agent for Excel and Google Sheets
Apply one instruction to thousands of rows at once — translate, categorize, extract, score or enrich — with progress tracking and roughly 1,000 rows per minute.
Describe the calculation you need and get a working formula, ask for an explanation of an existing one, or have the AI find and fix errors in a workbook.
Look up missing details about companies or products row by row and write the results back into the sheet with sources you can verify.
Switch between several leading AI models instead of being locked to one vendor, and optionally connect your own custom AI endpoint.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Free / Open-sourceOffers a free open-source office suite with built-in AI spreadsheet tools, though lacking native cloud integrations for Microsoft 365.
Free / Open-sourceOffers a free open-source office suite with built-in AI spreadsheet tools, though lacking native cloud integrations for Microsoft 365.
Provides near-identical spreadsheet add-in functionality for running bulk AI prompts directly inside Google Sheets and Excel cells.
Provides near-identical spreadsheet add-in functionality for running bulk AI prompts directly inside Google Sheets and Excel cells.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Focuses heavily on generating complex formulas and pivot tables, but operates primarily in a web app rather than a native add-in.
Focuses heavily on generating complex formulas and pivot tables, but operates primarily in a web app rather than a native add-in.
Provides comprehensive reporting and dashboard generation features, but functions primarily as a separate web workspace.
SpecialistSupports advanced Python and SQL execution alongside traditional formulas, but requires moving your data to a specialized platform.
SpecialistSupports advanced Python and SQL execution alongside traditional formulas, but requires moving your data to a specialized platform.
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
Transforms uploaded spreadsheets and CSV files into charts and reports via chat, rather than embedding directly inside native sheets.
Transforms uploaded spreadsheets and CSV files into charts and reports via chat, rather than embedding directly inside native sheets.
Delivers broader data analytics and dashboard creation tools, but lacks the seamless in-cell formula execution of GPT for Work.
Delivers broader data analytics and dashboard creation tools, but lacks the seamless in-cell formula execution of GPT for Work.
