AI Tool Atlas

CodingDocumented overviewLast checked Oct 1, 2026

Oqoqo: Pricing, Features & Best Use Cases

Platform for building evals and custom benchmarks that run coding agents on real tasks in managed cloud sandboxes.

Oqoqo homepage screenshot, coding AI tool

Our take: Choose Oqoqo if you want to benchmark coding agents such as Claude Code or Codex on your own tasks in managed cloud sandboxes, with every feature available on the free 100-run plan.

Main limitation: Runs are a monthly pool that does not roll over, and model inference is billed separately through your own API keys.

By the AI Tool Atlas editors. Based on the vendor's official documentation; we have not tested this product hands-on. What “documented overview” means

Who should use Oqoqo

Choose Oqoqo if you want to benchmark coding agents such as Claude Code or Codex on your own tasks in managed cloud sandboxes, with every feature available on the free 100-run plan. Based on the vendor's documentation, not on a hands-on test.

Best for: Developer tools teams testing agent compatibility

Also a good fit for

  • AI engineers evaluating coding agents
  • Teams building custom agent benchmarks

Consider another tool if unused monthly plan runs do not roll over

Or if

  • Model inference costs are separate and require your own API keys
  • Oqoqo may limit usage to keep capacity fair

Oqoqo pricing and usage limits

Prices checked Oct 1, 2026 on the official US pricing page. Official pricing ↗ Prices and limits change often.

Oqoqo pricing page with plans and prices — screenshot of the coding AI tool, Oct 1, 2026
The official Oqoqo pricing page as we saw it. oqoqo.ai, captured Oct 1, 2026

Free access and trial conditions

Free plan with 100 runs per month, no credit card.

Paid plans: what changes as you upgrade

Free web

Free source (opens in a new tab)

Month

For: Trying experiments

Limits

  • 100 runs per month
  • Unused runs do not carry over

Includes

  • All features
  • Unlimited members
1 more
  • Web app, CLI and MCP

Pro web

$20/mo source (opens in a new tab)

Month

For: Regular benchmarking

Limits

  • 300 runs per month
  • About $0.067 per run

Includes

  • All features
  • Unlimited projects and experiments

Ultra web

$60/mo source (opens in a new tab)

Month

For: Large task sets

Limits

  • 1,000 runs per month
  • About $0.06 per run

Includes

  • All features
  • Unlimited members

Top-up runs web

$5 source (opens in a new tab)

One-time

For: Extra capacity without a plan change

Limits

  • 25 to 5,000 runs
  • Top-up runs never expire

Includes

  • $0.104 to $0.20 per run

Usage caps, credits and extra costs

Model inference is separate: bring your own API keys or subscriptions.

What is Oqoqo, and how does it work?

Oqoqo lets teams define task sets with rubrics and run coding agents such as Claude Code, Codex, Cursor and GitHub Copilot against them on managed cloud machines. Experiments compare agents, models and treatments (raw agent versus agent plus skills, MCP servers, CLIs or SDKs) and report pass rates, lift, step-by-step traces and interface frictions. The product is aimed at teams measuring how well agents can use their product or APIs. It can be operated from the web dashboard, an in-app assistant (Ask Oqo), MCP or a CLI, and billing is based on runs, where one run is a single agent attempt on a task. Model inference is paid separately through the user's own API keys.

Oqoqo homepage — screenshot of the coding AI tool, Oct 1, 2026
Oqoqo's official site: how the product presents itself. oqoqo.ai, captured Oct 1, 2026

What you provide and what you get back

How Oqoqo works: what you provide, where it runs and what you get backYOU PROVIDEYour inputTask descriptions with rubricsFiles and machine configurationAgent, model and treatment choicesCODINGOqoqoWebfrom $20/mo (Pro)free tier availableaccount requiredchecked Oct 1, 2026YOU GET BACKThe resultPass/fail resultsPass-rate lift between treatmentsStep-by-step trajectoriesinput → Oqoqo → output · from the vendor's own pages, no hands-on test unless stated
What you give Oqoqo and what comes back, from its documentation

You provide

  • Task descriptions with rubrics
  • Files and machine configuration
  • Agent, model and treatment choices

You get back

  • Pass/fail results
  • Pass-rate lift between treatments
  • Step-by-step trajectories

Where you can use it

Platforms
Web
Account
Required
Agents
Claude Code, Codex, Cursor, GitHub Copilot
Interfaces
Web, CLI, MCP, Ask Oqo
Run price
$0.06 to $0.20
Top-up range
25 to 5,000 runs

What people use Oqoqo for

Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.

Benchmark how well coding agents use a product's SDK or API

Who
Developer-relations and API teams
You provide
Tasks such as creating a payment intent in test mode
Expected result
Pass rate showing how well agents use your SDK
Plan needed
Free for 100 runs
Limitation
Inference costs go to your API keys source (opens in a new tab)

Compare agent and model combinations on custom tasks

Who
AI engineers comparing setups
You provide
Same tasks under several agent and model pairs
Expected result
Side-by-side pass rates and traces
Plan needed
Pro or Ultra for volume
Limitation
One run equals one attempt source (opens in a new tab)

Measure the lift from adding skills or MCP servers to an agent

Who
Teams shipping skills or MCP servers
You provide
Treatments with and without the added asset
Expected result
Measured lift from the asset
Plan needed
Any plan
Limitation
Needs well-written rubrics source (opens in a new tab)

Oqoqo features and their limits

Oqoqo homepage — screenshot of the coding AI tool, Oct 1, 2026
Feature overview on the official site. oqoqo.ai, captured Oct 1, 2026

Custom tasks with rubrics, files and machine configuration

Defines tasks with rubrics, files and a machine configuration. Builds private benchmarks.

Access: All plansLimit: Quality depends on rubrics you write. source (opens in a new tab)

Treatments to compare raw agents against agents with added assets

Runs a raw agent against the agent plus skills, MCP servers, CLIs or SDKs. Shows what an added asset is worth.

Access: All plansLimit: Each treatment multiplies run usage. source (opens in a new tab)

Sandboxed cloud machines with managed orchestration

Runs attempts on managed cloud machines. Removes local infrastructure.

Access: All plansLimit: Oqoqo may limit use to keep capacity fair. source (opens in a new tab)

Pass/fail results with full step-by-step trajectories

Reports pass/fail plus full step traces and interface frictions. Explains why attempts failed.

Access: All plansLimit: Failures still need human interpretation. source (opens in a new tab)

Oqoqo pros and cons

Where Oqoqo is strong

Limitations to check before paying

How to use Oqoqo for benchmarking a coding agent on custom tasks

Set up Oqoqo

  1. Create a free account without a card.
  2. Set up an organization and invite members.
  3. Add your model API keys or agent subscriptions.
  4. Optionally install the CLI or connect MCP.

Example: benchmarking a coding agent on custom tasks

  1. Create a task such as creating a customer with metadata.
  2. Add a rubric defining pass.
  3. Choose agents and treatments.
  4. Launch the runs and open the trajectories.

Review and export the result

  1. Read a failed trajectory to confirm the rubric was fair.
  2. Check the remaining run pool.
Example prompt suggested by our editors (not a recorded output of the product)
Create a PaymentIntent for $15.00 USD with automatic payment methods enabled, in test mode.

Oqoqo API

Oqoqo pricing page with plans and prices — screenshot of the coding AI tool, Oct 1, 2026
Plan comparison on the official pricing page. oqoqo.ai, captured Oct 1, 2026

API access and separate billing

Oqoqo has no public API in its official documentation. CLI and MCP access, no REST API stated. API documentation ↗

Privacy, data use and commercial rights

Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.

How your inputs and outputs are handled

Tasks and runs execute in managed sandboxes.

Other tools to consider instead of Oqoqo

"Better suited" is based on documented features and pricing, not on a head-to-head test.

Cursor: better suited to

GitHub Copilot: better suited to

Replit: better suited to

Devin Desktop (formerly Windsurf): better suited to

Alternatives
AlternativeWhen to choose itPricingLimitation
Cursor——Compare
GitHub Copilot——Compare
Replit——Compare
Devin Desktop (formerly Windsurf)——Compare

Explore Oqoqo further

Oqoqo pricing, plan by planEvery plan with USD prices, limits and what is free.Best Oqoqo alternativesTools for the same job, by need and starting price.Best AI coding toolsOur picks in this category, compared by price and free tiers.Prompts for OqoqoReady-to-copy prompts with their sources.

Tools and guides near Oqoqo

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    Oqoqo FAQ

    What counts as one run?

    One agent attempt on a task under a treatment; errored or cancelled runs do not count. source (opens in a new tab)

    Do unused runs roll over?

    Plan runs do not carry over; top-up runs never expire. source (opens in a new tab)

    Does the price include model costs?

    No. Runs cover platform and cloud infrastructure; model inference uses your own API keys. source (opens in a new tab)

    Are features locked on the free plan?

    No. Every plan includes all features, including web app, CLI and MCP. source (opens in a new tab)

    How many members can join?

    Unlimited members at no extra cost. source (opens in a new tab)

    Sources and review methodology

    Official sources and verification dates

    Not verified: data retention; privacy policy.

    How we documented and maintain this page

    Every fact about Oqoqo above comes from the 3 official pages listed here, last compared on Oct 1, 2026; we have not run Oqoqo ourselves, so it has no editorial score. How we check and re-check pages.

    Article updated Oct 2, 2026; prices checked Oct 1, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error