# Adapt vs Ohm (formerly Byterat)

Adapt records 31,479 monthly visits with -21.2% month-over-month growth and Freemium, Free Trial pricing. Ohm (formerly Byterat) records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [Adapt](https://openaitools.app/tool/adapt) | [Ohm (formerly Byterat)](https://openaitools.app/tool/byterat) |
| :--- | :--- | :--- |
| Website URL | https://adapt.com | https://www.byterat.io |
| Categories | AI Agent, AI Data Mining, AI For Data Analytics | AI Agent, AI For Data Analytics, AI Answer, AI Assistant |
| Pricing Model | Freemium, Free Trial | Contact for Pricing |
| Monthly Visits | 31,479 | 0 |
| MoM Growth Rate | -21.2% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 26,034 | 0 |
| Review Score | 4.2 | 4.1 |
| Saved Count | 0 | 1 |
| Supported Platforms | Website | Website |

## Adapt

Adapt positions itself as the operating layer for companies that want AI agents doing genuine work rather than demos. The company agent is the front end: it answers in Slack, email or a web app, reads from connected systems such as a CRM and mail, and carries out multi-step jobs. Because each run starts from what the previous run learned and uses the access rights of the requesting user, the agent stays inside existing permission boundaries instead of demanding a new security model.

Underneath the agent, Adapt exposes the infrastructure as separate products you can adopt individually or together. Sandboxes are isolated computers that run code outside your application, metered per second and free while parked. Storage keeps files and memories between runs so work compounds instead of resetting, and the model gateway routes requests to Claude, GPT, Gemini or other models through one API — you can switch models in configuration rather than rewriting code, use your own provider keys at no markup, or use Adapt's keys at list price plus a small surcharge.

For organisations that want the outcome without the build, Adapt offers AI Transformation Services: a roadmap for where agents fit, agents and infrastructure built and run on Adapt Cloud, in your VPC or on-premises, and ongoing upgrades, monitoring and incident response. A developer preview open-source company agent is also offered, which signals the platform is aimed at engineering teams as much as business users.

**Pricing & Plans:** Freemium-style entry with a free trial and usage-based components. Sandboxes are metered per second while running and cost nothing when parked; storage is billed on usage; the model gateway charges 0% markup when you bring your own provider API keys and list price plus roughly 5.5% when using Adapt's keys. AI Transformation Services and enterprise deployments are quoted individually.

- **Company agent:** One agent that works across every team's tools and knowledge, answering in Slack, email and the web app and acting with the permissions of the person asking.
- **Sandboxes:** Isolated computers for each agent run, configurable up to 32 vCPU and 32 GiB, billed by the second while active and free when parked.
- **Storage for files and memories:** Files persist after a sandbox stops and memories are recalled by later runs, so agents build on previous work instead of starting from scratch.
- **Model gateway:** Reach Claude, GPT, Gemini and other models through a single OpenAI-style API, switching models in configuration and optionally using your own provider keys at 0% markup.
- **Managed AI transformation services:** Adapt engineers help plan, build and operate agents on Adapt Cloud, in your VPC or on-premises, including monitoring and incident response.

**Strengths:** Agents operate with the asking user's existing permissions, which avoids inventing new access models; Infrastructure is modular, so you can start with one component and add the rest later; Model gateway keeps you vendor-neutral and charges no markup when you supply your own provider keys; Per-second sandbox billing with no charge while parked keeps experimentation costs low

**Limitations:** Per-second compute plus per-request model costs can be harder to forecast than a flat subscription; The open-source company agent is still a developer preview, so some capabilities are early; Setup benefit depends on how well your internal tools and data sources can be connected

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

## Ohm (formerly Byterat)

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.

- **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.

**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

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

## Frequently Asked Questions

### How do Adapt and Ohm (formerly Byterat) compare in monthly traffic?

Adapt has 31,479 monthly visits, while Ohm (formerly Byterat) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Adapt has a month-over-month growth rate of -21.2%; Ohm (formerly Byterat) has 0%.

### How does pricing compare?

Adapt: Freemium, Free Trial. Freemium-style entry with a free trial and usage-based components. Sandboxes are metered per second while running and cost nothing when parked; storage is billed on usage; the model gateway charges 0% markup when you bring your own provider API keys and list price plus roughly 5.5% when using Adapt's keys. AI Transformation Services and enterprise deployments are quoted individually. Ohm (formerly Byterat): Contact for Pricing. 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.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 3 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Enterprise AI grounded in your company's own knowledge | [.md](https://openaitools.app/tool/glean.md) |
| 4 | [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | -1.7% | Contact for Pricing | An all-in-one AI super assistant for professionals and enterprises | [.md](https://openaitools.app/tool/abacus-ai.md) |
| 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 6 | [CollegeVine](https://openaitools.app/tool/collegevine) | 1,182,494 | +25.9% | Contact for Pricing | An AI operating system that models your whole university on one platform | [.md](https://openaitools.app/tool/collegevine.md) |
| 7 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) |
| 8 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Multiplayer AI where people and agents work side by side | [.md](https://openaitools.app/tool/dust.md) |
| 9 | [Coze](https://openaitools.app/tool/coze) | 177,539 | -33.3% | Freemium | Build, automate and publish AI agents without starting from scratch | [.md](https://openaitools.app/tool/coze.md) |
| 10 | [Agno](https://openaitools.app/tool/agno) | 140,302 | -3.3% | Contact for Pricing, Free | Self-driving agent platform you run in your own cloud | [.md](https://openaitools.app/tool/agno.md) |

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Source: https://openaitools.app/compare/adapt-vs-byterat

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