
# All Products

Showing 1–6 of 6 products. Page 1 of 1.
Sort: score.

Filter options: [Capability](#capability) · [Job to be done](#job-to-be-done) · [AI-native tier](#ai-native-tier) · [Billing model](#billing-model) · [Integrations](#integrations) · [Task completion](#filter-by-documented-task-completion).

The AI-native score listed for each product rates how ready it is for agents to use, from 0 to 100. A high score is not a substitute for your own security or vendor-risk review. See [how scoring works](/methodology/).
Each row also lists Free plan. Yes means the product has an active offer with a free pricing option, alongside any paid plans. Unknown means no free offer is recorded, which is not a confirmed no — filter with `free_plan=true` and add `expand=offers` to read the terms, quotas, and eligibility.

**Applied filters:**
- job_to_be_done_slug=deploy-model-for-inference

[Clear filters](/products.md)


- [Nebius AI Cloud](/organizations/nebius/products/nebius-ai-cloud/) by [Nebius](/organizations/nebius/) — Nebius AI Cloud provides GPU-accelerated compute with non-virtualized GPUs and InfiniBand for AI training and inference, plus managed model deployment services.
  - Selected job: Deploy a model for inference (`deploy-model-for-inference`): Not yet assessed for this job.
  - Categories: [GPU Cloud](/categories/gpu-cloud/) (primary), [AI Infrastructure](/categories/ai-infrastructure/)
  - AI-native score: 42/100 (Tier C)
  - Free plan: Unknown

- [Runpod Cloud](/organizations/runpod/products/runpod-cloud/) by [Runpod](/organizations/runpod/) — Runpod Cloud provides on-demand GPU Pods and serverless GPU endpoints for AI training, fine-tuning, and inference workloads.
  - Selected job: Deploy a model for inference (`deploy-model-for-inference`): Not yet assessed for this job.
  - Categories: [GPU Cloud](/categories/gpu-cloud/) (primary), [AI Infrastructure](/categories/ai-infrastructure/)
  - AI-native score: 42/100 (Tier C)
  - Free plan: Unknown

- [Fireworks Inference](/organizations/fireworks-ai/products/fireworks-inference/) by [Fireworks AI](/organizations/fireworks-ai/) — Inference and fine-tuning platform for open models, with developer documentation at docs.fireworks.ai.
  - Selected job: Deploy a model for inference (`deploy-model-for-inference`): Not yet assessed for this job.
  - Categories: [AI Inference / Model Serving](/categories/ai-inference-model-serving/), [ML Model Hosting / Deployment](/categories/ml-model-hosting-deployment/)
  - AI-native score: Unrated (35/100 researched)
  - Free plan: Unknown

- [Baseten Inference](/organizations/baseten/products/baseten-inference/) by [Baseten](/organizations/baseten/) — Platform for deploying and serving open-source and custom AI models, with developer documentation at docs.baseten.co.
  - Selected job: Deploy a model for inference (`deploy-model-for-inference`): Not yet assessed for this job.
  - Categories: [AI Inference / Model Serving](/categories/ai-inference-model-serving/), [ML Model Hosting / Deployment](/categories/ml-model-hosting-deployment/), [MLOps / Model Deployment](/categories/mlops-model-deployment/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown

- [Modal](/organizations/modal/products/modal/) by [Modal](/organizations/modal/) — Serverless platform for running Python code, GPU-backed AI/ML inference, training, and batch jobs with per-second billing.
  - Selected job: Deploy a model for inference (`deploy-model-for-inference`): Not yet assessed for this job.
  - Categories: [GPU Cloud](/categories/gpu-cloud/) (primary), [AI Infrastructure](/categories/ai-infrastructure/), [Developer Platform](/categories/developer-platform/), [Edge / Serverless Compute](/categories/edge-serverless-compute/), [MLOps / Model Deployment](/categories/mlops-model-deployment/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown

- [Replicate](/organizations/replicate/products/replicate-api/) by [Replicate](/organizations/replicate/) — Cloud API for running open-source machine learning models, with developer documentation at replicate.com/docs.
  - Selected job: Deploy a model for inference (`deploy-model-for-inference`): Not yet assessed for this job.
  - Categories: [ML Model Hosting / Deployment](/categories/ml-model-hosting-deployment/), [MLOps / Model Deployment](/categories/mlops-model-deployment/)
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Unknown


## Filter reference

Parameters apply to this page and the JSON product API. Repeat a multi-value parameter to match any selected value. Different filters must all match. Filter links preserve other active parameters and reset pagination.

### Capability

`capability_slug` accepts capability slugs from the [capability catalog (JSON)](/api/v1/catalog/capabilities/). This catalog lists what products can do.

### Job to be done

`job_to_be_done_slug` accepts job slugs from the [job catalog (JSON)](/api/v1/catalog/jobs-to-be-done/), including jobs without completion assessments. Free-text search uses `search`, for example [search for web search](?job_to_be_done_slug=deploy-model-for-inference&search=web+search).

### AI-native tier

`tier` accepts [S](?job_to_be_done_slug=deploy-model-for-inference&tier=S), [A](?job_to_be_done_slug=deploy-model-for-inference&tier=A), [B](?job_to_be_done_slug=deploy-model-for-inference&tier=B), [C](?job_to_be_done_slug=deploy-model-for-inference&tier=C), [D](?job_to_be_done_slug=deploy-model-for-inference&tier=D), or [Unrated](?job_to_be_done_slug=deploy-model-for-inference&tier=Unrated). A tier rates general agent readiness. Check the selected job's assessment for task completion.

### Billing model

`billing_model` accepts slugs from the [billing model catalog (JSON)](/api/v1/catalog/billing-models/). It filters by charging structure. Offer terms determine the cost of a workload.

Related plan filters: [Free plan](?job_to_be_done_slug=deploy-model-for-inference&free_plan=true) (`free_plan=true`) and [Pay-as-you-go](?job_to_be_done_slug=deploy-model-for-inference&pay_go=true) (`pay_go=true`).

### Integrations

Boolean filters accept `true` or `false`: `has_mcp`, `has_a2a`, `has_cli`, `has_api_spec`, and `has_sdk`. For example, [products with an API specification and SDK](?job_to_be_done_slug=deploy-model-for-inference&has_api_spec=true&has_sdk=true).

## Filter by documented task completion

These filters narrow results by whether an agent can finish the job, its route, delegation support, and required human steps. All completion facets match one assessed job and route. Use `job_to_be_done_slug` to choose a job. The list below contains only jobs with documented assessments.

- Completion support (`completion_support`): [Documented complete](?job_to_be_done_slug=deploy-model-for-inference&completion_support=documented_complete) (`documented_complete`), [Documented partial](?job_to_be_done_slug=deploy-model-for-inference&completion_support=documented_partial) (`documented_partial`)

- Completion route (`route_kind`): [API](?job_to_be_done_slug=deploy-model-for-inference&route_kind=api) (`api`), [MCP server](?job_to_be_done_slug=deploy-model-for-inference&route_kind=mcp) (`mcp`), [A2A server](?job_to_be_done_slug=deploy-model-for-inference&route_kind=a2a) (`a2a`), [Command-line interface](?job_to_be_done_slug=deploy-model-for-inference&route_kind=cli) (`cli`), [SDK / developer kit](?job_to_be_done_slug=deploy-model-for-inference&route_kind=sdk) (`sdk`), [WebMCP](?job_to_be_done_slug=deploy-model-for-inference&route_kind=webmcp) (`webmcp`), [Agent skill](?job_to_be_done_slug=deploy-model-for-inference&route_kind=agent_skill) (`agent_skill`), [Native connector](?job_to_be_done_slug=deploy-model-for-inference&route_kind=native_connector) (`native_connector`), [Web UI (browser/computer use)](?job_to_be_done_slug=deploy-model-for-inference&route_kind=web) (`web`), [Documented route without a published spec](?job_to_be_done_slug=deploy-model-for-inference&route_kind=prose) (`prose`)

- Acting on behalf of a user (`on_behalf_of`): [Supported](?job_to_be_done_slug=deploy-model-for-inference&on_behalf_of=supported) (`supported`), [Conditional](?job_to_be_done_slug=deploy-model-for-inference&on_behalf_of=conditional) (`conditional`), [Prohibited](?job_to_be_done_slug=deploy-model-for-inference&on_behalf_of=prohibited) (`prohibited`)

- Per-task human step (`execution_human_requirement`): [None](?job_to_be_done_slug=deploy-model-for-inference&execution_human_requirement=none) (`none`), [Required](?job_to_be_done_slug=deploy-model-for-inference&execution_human_requirement=required) (`required`), [Conditional](?job_to_be_done_slug=deploy-model-for-inference&execution_human_requirement=conditional) (`conditional`)

Jobs with documented assessments:
- [Accept online payments](?job_to_be_done_slug=accept-online-payments) (`accept-online-payments`)
- [Add authentication to an app](?job_to_be_done_slug=add-authentication-to-app) (`add-authentication-to-app`)
- [Automate a browser workflow](?job_to_be_done_slug=automate-browser-workflow) (`automate-browser-workflow`)
- [Automate household devices](?job_to_be_done_slug=automate-household-devices) (`automate-household-devices`)
- [Build AI agents](?job_to_be_done_slug=build-ai-agents) (`build-ai-agents`)
- [Capture and complete personal tasks](?job_to_be_done_slug=capture-and-complete-personal-tasks) (`capture-and-complete-personal-tasks`)
- [Check weather for an outing or trip](?job_to_be_done_slug=check-weather-for-outing-or-trip) (`check-weather-for-outing-or-trip`)
- [Compare flight options](?job_to_be_done_slug=compare-flight-options) (`compare-flight-options`)
- [Compare marketing channel performance](?job_to_be_done_slug=compare-marketing-channel-performance) (`compare-marketing-channel-performance`)
- [Create Agent Email Inbox](?job_to_be_done_slug=create-agent-email-inbox) (`create-agent-email-inbox`)
- [Create UGC video ads](?job_to_be_done_slug=create-ugc-video-ads) (`create-ugc-video-ads`)
- [Create and send invoices](?job_to_be_done_slug=create-and-send-invoices) (`create-and-send-invoices`)
- [Deploy an application to the cloud](?job_to_be_done_slug=deploy-application-to-cloud) (`deploy-application-to-cloud`)
- [Enrich B2B contact records](?job_to_be_done_slug=enrich-b2b-contact-records) (`enrich-b2b-contact-records`)
- [Extract data from websites](?job_to_be_done_slug=extract-data-from-websites) (`extract-data-from-websites`)
- [Find a person's business email address](?job_to_be_done_slug=find-business-email-address) (`find-business-email-address`)
- [Find and compare hotels](?job_to_be_done_slug=find-and-compare-hotels) (`find-and-compare-hotels`)
- [Generate a logo or brand image](?job_to_be_done_slug=generate-brand-image) (`generate-brand-image`)
- [Manage a household budget](?job_to_be_done_slug=manage-household-budget) (`manage-household-budget`)
- [Manage a sales pipeline](?job_to_be_done_slug=manage-sales-pipeline) (`manage-sales-pipeline`)
- [Manage advertising campaigns programmatically](?job_to_be_done_slug=manage-advertising-campaigns-programmatically) (`manage-advertising-campaigns-programmatically`)
- [Manage customer support](?job_to_be_done_slug=manage-customer-support) (`manage-customer-support`)
- [Manage project work](?job_to_be_done_slug=manage-project-work) (`manage-project-work`)
- [Plan a local journey](?job_to_be_done_slug=plan-a-local-journey) (`plan-a-local-journey`)
- [Plan meals with nutrition information](?job_to_be_done_slug=plan-meals-with-nutrition-information) (`plan-meals-with-nutrition-information`)
- [Research a topic in depth](?job_to_be_done_slug=research-a-topic-in-depth) (`research-a-topic-in-depth`)
- [Research website traffic](?job_to_be_done_slug=research-website-traffic) (`research-website-traffic`)
- [Reserve a restaurant table](?job_to_be_done_slug=reserve-restaurant-table) (`reserve-restaurant-table`)
- [Retain agent memory across sessions](?job_to_be_done_slug=retain-agent-memory) (`retain-agent-memory`)
- [Review business financial reports](?job_to_be_done_slug=review-business-financial-reports) (`review-business-financial-reports`)
- [Route requests across language models](?job_to_be_done_slug=route-llm-requests) (`route-llm-requests`)
- [Schedule meetings](?job_to_be_done_slug=schedule-meetings) (`schedule-meetings`)
- [Search the web](?job_to_be_done_slug=search-web) (`search-web`)
- [Send SMS programmatically](?job_to_be_done_slug=send-sms-programmatically) (`send-sms-programmatically`)
- [Send transactional email](?job_to_be_done_slug=send-transactional-email) (`send-transactional-email`)
- [Synthesize speech from text](?job_to_be_done_slug=synthesize-speech-from-text) (`synthesize-speech-from-text`)

---
Agents: install the `open-agent-guide` skill or register the MCP server at `/mcp` to keep this catalog on hand across sessions. Sign up at `/api/v1/users/signup/` to raise your rate limits and unlock catalog corrections, product following, and decision callbacks.

Content licensed under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/).

