SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.

Postman records 1,764,877 monthly visits with -7.6% month-over-month growth and Freemium pricing. Replicate AI records 904,038 monthly visits with -8.4% growth and Paid pricing.

Run, fine-tune, and deploy machine learning models with one line of code
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | postman.com | replicate.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 1.76M (1,764,877) | 904.04K (904,038) |
| MoM Traffic Delta |
| -144.52K (-7.6%) |
| -82.59K (-8.4%) |
| Primary Market & Share | 🇮🇳 India (22.9%) | 🇺🇸 United States (16.3%) |
|---|
| Direct Visits / mo | 580.23K | 577.5K |
|---|
| User Rating | 4.7 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|

Design, test, and govern APIs — now with AI agents in the loop
A multi-protocol client with collections, environments, variables, and reusable requests that works for local debugging and for driving automated test suites.
Generates assertions automatically, supports data-driven runs with exported datasets, and executes tests locally, in the cloud, or from CI pipelines via the Postman CLI.
Agent Mode, the Postman CLI agent skills, and a Model Context Protocol server let coding assistants build collections, write tests, and trigger API workflows from inside the editor.
A structured, queryable map of an organization's APIs, collections, and dependencies that lets agents find the right service and understand what a schema change would break.

Run, fine-tune, and deploy machine learning models with one line of code
Run image, video, audio, speech, and language models through a uniform API surface, with official models for FLUX, Nano Banana, Seedream, Grok Imagine, MiniMax, Wan, Seedance, and more.
Set up a model in minutes and make an API call in Python, Node, or plain HTTP after authenticating with an API token.
Package your own model with Cog, an open-source tool for packaging machine learning models, and deploy it on dedicated hardware that scales up and down with demand.
Fine-tune models on your own data, including fast-booting fine-tunes that are billed only while actively processing requests rather than for idle time.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.


SpecialistIntegrates API testing and development directly inside your code editor, but lacks Postman's dedicated workspace collection management and documentation publishing.

SpecialistExcels at autonomous multi-file code generation and repository-wide understanding, but is not purpose-built for manual API endpoint testing.
#3Free / Open-sourcePowerful visual workflow automation and API integration builder, but lacks Postman's granular API request inspection and documentation features.

Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.

Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.

Free / Open-sourceOpen-source control plane for orchestrating coding agents
SpecialistAutomates end-to-end testing using plain language agents, but lacks Postman's manual debugging and environment variable management tools.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Delivers exceptionally fast inference speeds for open models, but has a narrower model selection than Replicate.

Significantly cheaper pricing for running open-weight models, but offers fewer advanced custom training and deployment features.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
SpecialistIntegrates API testing and development directly inside your code editor, but lacks Postman's dedicated workspace collection management and documentation publishing.
SpecialistExcels at autonomous multi-file code generation and repository-wide understanding, but is not purpose-built for manual API endpoint testing.
Free / Open-sourcePowerful visual workflow automation and API integration builder, but lacks Postman's granular API request inspection and documentation features.
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.