# Ohm (formerly Byterat)

According to OpenAITools.app telemetry verified on 2026-11-11, Ohm (formerly Byterat) (byterat.io) is an AI platform indexed under AI Agent generating 0 monthly visits with a month-over-month traffic delta of +0 (0%). Its primary geographic market is Global (— traffic share), and it operates on a Contact for Pricing pricing model. Top competing alternatives by monthly volume include PandasAI (6.61K visits/mo), Axion Ray (9.18K visits/mo), Maxim AI (121.35K visits/mo).

AI platform for hardware and battery engineering test labs

## Key Telemetry & Specifications

| Metric | Value |
| :--- | :--- |
| Tool Name | Ohm (formerly Byterat) |
| Handle | byterat |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Official Domain | byterat.io |
| Website URL | https://www.byterat.io |
| Categories | AI Agent, AI For Data Analytics, AI Answer, AI Assistant |
| Pricing Model | Contact for Pricing |
| Monthly Visits | 0 |
| MoM Traffic Change | 0 |
| MoM Growth Rate | 0% |
| Primary Market | Global |
| Market Share | — |
| Direct Visits | 0 |
| Organic Search Visits | 0 |
| Social Visits | 0 |
| Referral Visits | 0 |
| Email Visits | 0 |
| Review Score | 4.1 |
| Saved Count | 1 |
| Supported Platforms | Website |
| Billing Platforms |  |
| Attributes | Pricing: Contact for Pricing; Features: Website |
| Tags | Battery data, AI, Data platform, Battery testing, Data analysis, Natural language processing, Battery engineering |

## Overview

Ohm (formerly Byterat) is an AI platform purpose-built for engineering and test labs that develop complex physical products such as batteries, electric vehicles, wearables and aerospace hardware. It connects directly to test equipment, supplier specifications and manufacturing databases, then normalizes time-series data, spreadsheets and documents into a single centralized data layer with automated quality checks that flag outliers, test errors and bugs.

On top of that foundation, Ohm layers an agentic AI system it calls AI co-scientists. These agents run multi-step engineering analyses in minutes rather than days: ranking likely root causes with confidence scores, drafting investigation plans, setting up recurring automated workflows, and predicting experiment outcomes early so teams can cut unnecessary tests with confidence. Retrieved knowledge compounds over time, so each analysis makes later ones smarter.

The company rebranded from Byterat to Ohm and now markets itself as frontier AI for engineering labs, with enterprise security credentials including SOC 2 Type II and ISO 27001. Because it targets Fortune 100 hardware programs, there is no public self-serve price list; interested teams book an intro call to scope a deployment.

## Pricing & Plans

Enterprise/contact-for-pricing. No public tiers or self-serve plans; prospective customers book an intro call to scope a deployment. The former Byterat pricing page now returns HTTP 410 Gone.

## Key Features & Capabilities

- **Centralized test data layer:** Automatically ingests, transforms, connects and contextualizes multi-modal data streams including time-series instrument output, Excel files and documents into one searchable foundation.
- **Automated data quality checks:** Scans incoming and historical data for outliers, test errors and bugs so downstream analysis and decisions rest on trustworthy inputs.
- **Agentic AI co-scientists:** Domain-specific agents complete complex multi-step engineering analyses in minutes, covering root cause ranking, investigation planning and structured experiment analysis.
- **Predictive experiment modeling:** Uses historical and early-stage results to forecast outcomes with confidence bands, helping teams cut unnecessary tests and optimize test planning.
- **Enterprise security and governance:** Security controls are built into every layer, supported by SOC 2 Type II and ISO 27001 compliance and a public trust center.

## Primary Use Cases

- **Accelerate cell-to-pack validation (Battery engineering teams):** Unify cell development and pack validation data so teams can spot degradation, compare chemistries and move through the battery lifecycle faster.
- **Compress vehicle testing cycles (Automotive test engineers):** Predict outcomes from early data, surface anomalies before they escalate and make data-driven engineering decisions across vehicle programs.
- **Standardize lab analytics across programs (Hardware R&D leads):** Give every engineer access to the organization's collective test protocols, specifications and historical results through one AI-assisted platform.
- **Investigate failures and drift at scale (Manufacturing quality teams):** Use physics-informed anomaly detection and drift identification to trace root causes and maintain quality across production lines.

## Strengths

- Purpose-built for hardware test labs rather than adapted from generic business analytics
- Connects to real test equipment, supplier specs and manufacturing databases out of the box
- Agentic analysis produces investigation plans and confidence-ranked root causes, not just charts
- Enterprise-grade compliance posture with SOC 2 Type II and ISO 27001

## Limitations

- No public pricing or free trial, so evaluation requires a sales conversation
- Value depends on having substantial historical test data to learn from
- Aimed at large engineering organizations, so small teams may find it heavy

## Frequently Asked Questions

### Is Byterat the same product as Ohm?
Yes. Byterat rebranded to Ohm, and byterat.io now redirects to ohm.ai. The product focus stayed the same: AI-driven battery and hardware test data analysis, broadened to engineering labs more generally.

### How much does Ohm cost?
Ohm does not publish pricing. The site directs visitors to book an intro call, and deals are scoped per deployment. The old Byterat pricing URL now returns a 410 Gone response.

### What kinds of data can Ohm ingest?
It handles multi-modal test data including time-series instrument output, Excel spreadsheets and documents, normalizing and contextualizing them into a centralized data layer with automated quality checks.

### Does Ohm replace engineers?
No. It positions AI as co-scientists that handle repetitive multi-step analysis, predict outcomes and rank possible root causes, leaving engineers to focus on design decisions and breakthroughs.

### What is Ohm (formerly Byterat)'s monthly traffic and growth trend?
Ohm (formerly Byterat) currently receives 0 monthly visits, with a month-over-month traffic change of +0 (0% growth rate). Its primary source market is Global (— share), including 0 direct visits/mo and 0 organic search visits/mo.

### Is Ohm (formerly Byterat) free? What is its pricing model?
Ohm (formerly Byterat) operates on a Contact for Pricing pricing model. Enterprise/contact-for-pricing. No public tiers or self-serve plans; prospective customers book an intro call to scope a deployment. The former Byterat pricing page now returns HTTP 410 Gone. Supported billing and checkout platforms include: not listed.

### What are the best Ohm (formerly Byterat) alternatives in 2026?
Based on OpenAITools.app category traffic and feature fit, the top five alternatives to Ohm (formerly Byterat) are: 1. PandasAI (6.61K visits/mo); 2. Axion Ray (9.18K visits/mo); 3. Maxim AI (121.35K visits/mo); 4. XenonStack (52.81K visits/mo); 5. Bruin (43.94K visits/mo).

### Which platforms and core AI capabilities does Ohm (formerly Byterat) support?
Ohm (formerly Byterat) is classified under AI Agent, AI For Data Analytics, AI Answer, AI Assistant, supports the following platforms: Website, and its core capability tags include: Battery data, AI, Data platform, Battery testing, Data analysis, Natural language processing.

## Alternatives

| Tool Name | Monthly Visits | Pricing Model | Compare |
| :--- | :--- | :--- | :--- |
| [PandasAI](https://openaitools.app/tool/pandas-ai) | 6,613 | Freemium | [Compare](https://openaitools.app/compare/byterat-vs-pandas-ai) |
| [Axion Ray](https://openaitools.app/tool/axion-ray) | 9,182 | Contact for Pricing | [Compare](https://openaitools.app/compare/axion-ray-vs-byterat) |
| [Maxim AI](https://openaitools.app/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [Compare](https://openaitools.app/compare/byterat-vs-maxim-ai) |
| [XenonStack](https://openaitools.app/tool/xenonstack) | 52,808 | Contact for Pricing | [Compare](https://openaitools.app/compare/byterat-vs-xenonstack) |
| [Bruin](https://openaitools.app/tool/bruin) | 43,936 | Freemium, Contact for Pricing | [Compare](https://openaitools.app/compare/bruin-vs-byterat) |
| [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | Freemium | [Compare](https://openaitools.app/compare/byterat-vs-salesforce-einstein) |
| [CollegeVine](https://openaitools.app/tool/collegevine) | 1,182,494 | Contact for Pricing | [Compare](https://openaitools.app/compare/byterat-vs-collegevine) |
| [Adapt](https://openaitools.app/tool/adapt) | 31,479 | Freemium, Free Trial | [Compare](https://openaitools.app/compare/adapt-vs-byterat) |
| [Faraday](https://openaitools.app/tool/faraday-ai) | 13,719 | Freemium, Free | [Compare](https://openaitools.app/compare/byterat-vs-faraday-ai) |
| [GPTBots.ai](https://openaitools.app/tool/gptbots-ai) | 78,362 | Contact for Pricing | [Compare](https://openaitools.app/compare/byterat-vs-gptbots-ai) |
| [Anomalo](https://openaitools.app/tool/anomalo-com) | 8,104 | Contact for Pricing | [Compare](https://openaitools.app/compare/anomalo-com-vs-byterat) |
| [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | Contact for Pricing | [Compare](https://openaitools.app/compare/abacus-ai-vs-byterat) |

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Source: https://openaitools.app/tool/byterat