# Arize AI vs GPTExcel

Arize AI records 249,028 monthly visits with +3.2% month-over-month growth and Paid, Contact for Pricing pricing. GPTExcel records 120,862 monthly visits with -14.8% growth and Freemium pricing.

| Metric | [Arize AI](https://openaitools.app/tool/arize-com) | [GPTExcel](https://openaitools.app/tool/gptexcel) |
| :--- | :--- | :--- |
| Website URL | https://arize.com | https://gptexcel.uk |
| Categories | Large Language Models (LLMs), AI Agent, AI Monitor, AI Developer Tools | AI Excel Formula Generator, SQL Query Builder, AI Spreadsheet, AI Code Generator |
| Pricing Model | Paid, Contact for Pricing | Freemium |
| Monthly Visits | 249,028 | 120,862 |
| MoM Growth Rate | +3.2% | -14.8% |
| Primary Market | United States | United States |
| Direct Visits | 107,838 | 37,957 |
| Review Score | 4.6 | 4.1 |
| Saved Count | 1 | 22 |
| Supported Platforms | Website | Website |

## Arize AI

Arize is an AI engineering platform built for teams that run generative AI in production. It is split into two products: Arize AX, a managed environment for agent observability, evaluation, and experimentation, and Phoenix, an open-source tracing and evaluation library that teams can self-host when they need full data control. Both rely on OpenInference, the open-source semantic convention for generative AI tracing that the Arize team founded and that is built on OpenTelemetry.

The workflow follows three questions. Observe answers what an agent actually did by capturing every span, trace, and session; Evaluate answers whether quality is improving or regressing using span-level, trace-level, and session-level evals; Learn answers whether a proposed change will help by letting teams test prompts and harnesses before rollout. A datastore for GenAI traces (ADB) keeps data in open formats that connect to warehouses such as BigQuery, Databricks, and Snowflake, and an in-app AI engineering agent named Alyx surfaces issues and drafts review-ready fixes.

The platform integrates with dozens of models, frameworks, and tools, including OpenAI, Anthropic, Google, Amazon Bedrock, LangChain, LangGraph, LlamaIndex, CrewAI, and DSPy. Arize publishes compliance certifications including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR, and supports cloud, hybrid, and self-hosted deployment.

**Pricing & Plans:** Arize uses a paid model with a free entry point: teams can start free or book a demo, while enterprise-scale usage, deployment options, and support are quoted through a contact-sales process. The open-source Phoenix project is free to self-host.

- **End-to-end tracing:** Capture spans, traces, and sessions across agents and LLM calls using OpenInference conventions built on OpenTelemetry, so instrumentation stays portable.
- **Scalable evaluation framework:** Run evaluations at span, trace, and session level to grade retrieval quality, tool use, and final answers across large production datasets.
- **Alyx AI engineering agent:** An in-product agent that inspects traces, diagnoses likely root causes, and proposes fixes that engineers can review before shipping.
- **Phoenix open-source toolkit:** Self-host the leading open-source tracing and eval tool when you need to keep trace data inside your own infrastructure.
- **Warehouse-native trace storage:** ADB stores traces in open formats that connect natively to BigQuery, Databricks, or Snowflake for joint analytics with business data.

**Strengths:** Covers the full loop of observe, evaluate, and improve rather than stopping at dashboards; Backed by OpenInference and OpenTelemetry standards, limiting vendor lock-in on trace formats; Strong enterprise posture with SOC 2, ISO 27001, HIPAA, and GDPR coverage plus self-hosting options; Integrates with a very wide set of models, frameworks, and agent SDKs

**Limitations:** Self-serve pricing is not published, so cost requires a sales conversation; The breadth of features can be overwhelming for small teams shipping their first LLM feature; Full value depends on disciplined instrumentation across the whole application

[Profile (Markdown)](https://openaitools.app/tool/arize-com.md)

## GPTExcel

GPTExcel positions itself as more than a formula generator. The chat workspace ingests your Excel or CSV files and answers questions about them directly, finding trends and anomalies while explaining the reasoning. Alongside that, dedicated generators cover the tasks people actually repeat: writing and explaining formulas for Excel, Google Sheets, LibreOffice Calc and Airtable, generating SQL queries and regular expressions, producing VBA, Apps Script, LibreOffice Basic, Airtable and Python scripts, and cleaning or transforming messy data.

Two specialised agents stand out. The Pivot Builder produces native Excel pivot tables complete with slicers and pivot charts from a plain-English request, and the Slide Deck Builder converts a spreadsheet into a PowerPoint or PDF presentation or a written summary of its key figures. The site claims 1.7 million users, more than 60 million formulas generated and a 4.9/5 rating from roughly 938 reviews.

Security is a stated priority for a product handling sensitive financial data: AES-256 encryption at rest, TLS in transit, files never used as training data, GDPR-ready consent management, Google and Microsoft sign-in or passwordless magic links, and account plus files deleted together on request. Pricing is credit-based, with a genuinely usable free tier and two paid tiers for heavier usage.

**Pricing & Plans:** Freemium with annual billing offering around 30% off. The Free plan costs $0 forever and includes 50 credits a month, a fast model, 5 free tool runs per day, files up to 5 MB and 10 per chat. Pro is $9/month with roughly 3,000 credits a month and files up to 50 MB. Pro Plus is $18/month with roughly 10,000 credits a month, expert models and files up to 100 MB. Credit consumption varies by model (for example 1, 2 or 10 credits per message for fast, standard and expert models).

- **Chat with your spreadsheet:** Upload Excel or CSV files, or a photo of a table, and ask questions in plain English to get answers, charts and summaries.
- **Formula, SQL and regex generators:** Produce and explain formulas for Excel, Google Sheets, LibreOffice Calc and Airtable, plus SQL queries and regular expressions.
- **Native pivot table builder:** Create real Excel pivot tables with slicers and pivot charts from a written request rather than clicking through menus.
- **Script and automation generation:** Generate VBA, Google Apps Script, LibreOffice Basic, Airtable and Python scripts to automate repetitive spreadsheet work.
- **Slide decks and reports:** Turn a spreadsheet into a downloadable PowerPoint or PDF deck, or a written summary of its key figures.

**Strengths:** Free tier with 5 daily tool runs is genuinely usable before paying; Covers formulas, pivots, charts, SQL, regex, scripts and slide decks in one workspace; Explicit privacy commitments: no training on your files and deletion on request; Chat checks newly released Excel and Sheets functions against official documentation

**Limitations:** Credit allowances mean heavy chat users may hit limits even on paid plans; File size caps (5 MB free, up to 100 MB on Pro Plus) constrain very large workbooks; Best output quality and expert reasoning are locked behind the higher $18/month tier

[Profile (Markdown)](https://openaitools.app/tool/gptexcel.md)

## Frequently Asked Questions

### How do Arize AI and GPTExcel compare in monthly traffic?

Arize AI has 249,028 monthly visits, while GPTExcel has 120,862. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Arize AI has a month-over-month growth rate of +3.2%; GPTExcel has -14.8%.

### How does pricing compare?

Arize AI: Paid, Contact for Pricing. Arize uses a paid model with a free entry point: teams can start free or book a demo, while enterprise-scale usage, deployment options, and support are quoted through a contact-sales process. The open-source Phoenix project is free to self-host. GPTExcel: Freemium. Freemium with annual billing offering around 30% off. The Free plan costs $0 forever and includes 50 credits a month, a fast model, 5 free tool runs per day, files up to 5 MB and 10 per chat. Pro is $9/month with roughly 3,000 credits a month and files up to 50 MB. Pro Plus is $18/month with roughly 10,000 credits a month, expert models and files up to 100 MB. Credit consumption varies by model (for example 1, 2 or 10 credits per message for fast, standard and expert models).

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/tool/prompts) | 315,624 | -80.2% | Freemium, Contact for Pricing, Free | Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability. | [.md](https://openaitools.app/tool/prompts.md) |
| 2 | [Cool Table ChatExcel](https://openaitools.app/tool/cool-table-chatexcel) | 189,973 | -22.1% | Freemium | Chat your way through spreadsheets, reports, and slides | [.md](https://openaitools.app/tool/cool-table-chatexcel.md) |
| 3 | [GPT for Work (Autosheet)](https://openaitools.app/tool/gpt-for-work) | 160,670 | -13.5% | Free Trial, Paid | AI spreadsheet agent for Excel and Google Sheets | [.md](https://openaitools.app/tool/gpt-for-work.md) |
| 4 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Includes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring. | [.md](https://openaitools.app/tool/future-agi.md) |
| 5 | [Maxim AI](https://openaitools.app/tool/maxim-ai) | 121,351 | +10% | Contact for Pricing, Free Open Source | Features strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams. | [.md](https://openaitools.app/tool/maxim-ai.md) |
| 6 | [Ajelix](https://openaitools.app/tool/ajelix-ai-excel-tools) | 107,754 | -9.3% | Freemium | Agentic AI workspace for spreadsheets, docs and business data | [.md](https://openaitools.app/tool/ajelix-ai-excel-tools.md) |
| 7 | [Quadratic](https://openaitools.app/tool/quadratic-multiplayer) | 87,216 | -18.3% | Freemium | The AI spreadsheet that connects to your data and explains its answers | [.md](https://openaitools.app/tool/quadratic-multiplayer.md) |
| 8 | [PromptLayer](https://openaitools.app/tool/promptlayer) | 85,899 | -4.6% | Free Trial, Contact for Pricing | Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability. | [.md](https://openaitools.app/tool/promptlayer.md) |
| 9 | [Confident AI](https://openaitools.app/tool/confident-ai) | 83,400 | -3.3% | Freemium, Paid, Contact for Pricing | Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure. | [.md](https://openaitools.app/tool/confident-ai.md) |
| 10 | [Formula Bot (Better Analyst)](https://openaitools.app/tool/excel-formula-bot) | 73,186 | -35.3% | Freemium | AI data analyst that turns plain-English questions into charts, dashboards and clean spreadsheets | [.md](https://openaitools.app/tool/excel-formula-bot.md) |

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Source: https://openaitools.app/compare/arize-com-vs-gptexcel

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