Amp vs. Bench47 Comparison


Amp Amp Code 4.7 out of 5 stars	Bench47 AltaCoda	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products Google AI Studio Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use natural language to quickly turn ideas into working AI applications. The platform reduces friction by generating functional apps that are ready for deployment with minimal setup. Built-in integrations like Google Search enhance real-world use cases. Google AI Studio also centralizes API key management, usage monitoring, and billing. It offers a fast, intuitive path from prompt to production powered by vibe coding workflows. 4.8 out of 5 stars 42 Ratings Visit Website for Google AI Studio Retool Securely deploy vibe-coded apps in one governed platform. Build in Retool, import from tools like Claude Code, Replit, or Lovable, or connect via MCP. However your team builds, every app ships safely, with governance built in. People across your organization are already vibe-coding internal tools with no SSO, no RBAC, no audit logs, and no connection to your existing data controls. Retool is where secure vibe coding happens by default. Build from scratch, import an app from another AI builder, or connect an agent via MCP — governance lives in the platform, not in each individual app. 4.6 out of 5 stars 608 Ratings Visit Website for Retool Aikido Security Secure your code, cloud, and runtime in one central system. Aikido’s all-in-one security platform is loved by developers and security teams alike with full security visibility, insight in what matters most, and fast/automatic vulnerability fixes. Teams get security done with Aikido thanks to: - False-positive reduction - AI Autotriage & AI Autofix - Deep integration into the dev workflow (from IDEs and task managers to CI/CD gating) - AI Pentests - Automated Compliance Aikido covers the entire Software Development Lifecycle (SDLC), including: static application security testing (SAST), dynamic application security testing (DAST), infrastructure-as-code (IaC), container scanning, secrets detection, open source license scanning (SCA), cloud posture management (CSPM), runtime protection, AI pentests, and more. 4.6 out of 5 stars 367 Ratings Visit Website for Aikido Security Jotform Trusted by over 25 million users, Jotform is an all-in-one, no-code platform that simplifies data collection, automation, and online sales. Using its drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, payments, and e-signatures. With 10,000+ templates and advanced features like conditional logic and 200+ integrations, Jotform streamlines workflows. Jotform's AI-powered Agents provide real-time customer support, guiding users through form submissions, answering questions, and ensuring a smooth experience while reducing manual intervention. These AI agents learn from interactions to improve responses, enhancing efficiency and customer satisfaction. The platform also includes a Store Builder to sell products and services, accept payments through 30+ gateways, and tools like Approvals and Report Builder to automate workflows and generate actionable insights. Jotform App Builder for ChatGPT and Claude is an AI-powered no-code application builder that enables users to create, customize, publish, and manage applications through natural language conversations. The platform integrates Jotform Apps with ChatGPT and Claude, allowing users to turn ideas discussed with an AI assistant into functional applications without traditional programming. 4.6 out of 5 stars 9,009 Ratings Visit Website for Jotform Gemini Enterprise Agent Platform Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance. 4.3 out of 5 stars 1,178 Ratings Visit Website for Gemini Enterprise Agent Platform BAND BAND builds enterprise-grade interaction infrastructure for distributed AI agents. Its platform enables real-time, multi-peer collaboration across agents and humans, while providing a runtime control plane that enforces policy, authority boundaries, and visibility across heterogeneous systems. BAND supports developers, engineering teams, and enterprise platform leaders operating multi-agent ecosystems across internal systems, SaaS platforms, and partner environments. 5.0 out of 5 stars 3 Ratings Visit Website for BAND Checksum.ai Checksum is a continuous quality platform that autonomously generates, runs, and maintains tests so engineering teams can ship AI-generated code without trading speed for reliability. Unlike copilots that wait for prompts, Checksum works as a background agent, detecting what needs testing, generating production-ready Playwright, and healing broken tests automatically. Seventy percent of failures resolve autonomously, keeping suites green without manual effort. Built on fine-tuned data from 1.5+ million test runs, Checksum covers every layer of the SDLC: end-to-end, API, and CI testing from a single platform. Tests are delivered as standard Playwright code, submitted as a PR to your repo. No vendor lock-in. Checksum integrates natively with Cursor, Claude Code, and 100+ coding agents via /checksum slash commands, so code is tested before a human ever reviews it. AI handles generation and healing on Checksum's cloud: no LLM tokens. The result: ship faster, with confidence. 5.0 out of 5 stars 2 Ratings Visit Website for Checksum.ai Creatio Creatio is an AI CRM and workflow platform where people and AI agents work together — with no limits on users, agents, workflows, or scale. Built for midsize and large organizations, it combines best-in-class CRM across sales, marketing, and service with an AI-native, no-code engine that lets business teams automate workflows, deploy AI agents, and adapt processes without developer dependency. The platform includes Creatio Business Studio for building applications and AI agents using natural language and visual designers, and Creatio AI Studio — a dedicated environment for managing the full enterprise agent lifecycle, from building and deploying to governing and optimizing agents at scale. The AI CRM suite covers Marketing, Sales, and Service, each with embedded AI agents that handle routine tasks autonomously so teams can focus on higher-value work. Creatio's Unlimited Enterprise model removes per-seat, per-agent, and per-workflow pricing constraints entirely — the more your people and AI agents do together, the more value you get, without the cost scaling with it. The platform supports industry-specific deployments across 20+ verticals including financial services, manufacturing, high-tech, and public sector, backed by 700+ marketplace add-ons and a global network of 500+ partners. Recognized as a Leader and Strong Performer across multiple Gartner and Forrester reports, Creatio serves thousands of customers in 100+ countries. Creatio is headquartered in Boston, US, has 1000 employees, 7 offices globally, and $300M in revenue. 4.6 out of 5 stars 589 Ratings Visit Website for Creatio Google Cloud BigQuery BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. 4.5 out of 5 stars 2,037 Ratings Visit Website for Google Cloud BigQuery TrustInSoft Analyzer TrustInSoft Analyzer is a C/C++/Rust source code analyzer powered by formal methods, mathematical & logical reasonings that allow for exhaustive analysis of source code. This analysis can be run without false positives or false negatives, so that every real bug in the code is found. Developers receive several benefits: a user-friendly graphical interface that directs developers to the root cause of bugs, and instant utility to expand the coverage of their existing tests. Unlike traditional source code analysis tools, TrustInSoft’s solution is not only the most comprehensive approach on the market but is also progressive, instantly deployable by developers, even if they lack experience with formal methods, from exhaustive analysis up to a functional proof that the software developed meets specifications. Companies who use TrustInSoft Analyzer reduce their verification costs by 4, efforts in bug detection by 40, and obtain an irrefutable proof that their software is safe and secure. 4.3 out of 5 stars 6 Ratings Visit Website for TrustInSoft Analyzer
About Amp is a frontier coding agent built to give developers full access to the power of today’s leading AI models directly in their workflow. Available in the terminal and popular editors like VS Code, Cursor, Windsurf, JetBrains, and Neovim, Amp integrates seamlessly into existing development environments. It enables developers to delegate complex coding tasks, refactors, reviews, and explorations to intelligent agents that understand and operate across entire codebases. With support for advanced models such as Claude Opus, Gemini, and GPT-class models, Amp delivers fast, reliable, and highly agentic code generation. The platform is designed for real-world engineering work, handling multi-file changes, deep context, and iterative improvements. Amp helps developers move faster while maintaining confidence in code quality.	About Bench47 turns the coding agents your team already uses into a software factory. It puts agents to work on tickets, production alerts and scheduled tasks using your team’s processes, machines, checks and reviews. Every run starts with shared decisions, skills and project history, and adds what it learns. Teams can keep skills current across agents, link knowledge to branches and pull requests, and hand work between machines without losing context. Bench47 works with Claude Code, Codex, Cursor, Antigravity CLI and Pi. Team knowledge stays readable and editable outside any single agent, so it stays with the team when people or coding agents change. Bench47 is available as a hosted service, self-hosted in the customer’s environment, or as a dedicated deployment in the customer’s cloud.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Amp is built for professional software developers, engineers, and technical teams who want an advanced AI coding agent to handle complex codebases, accelerate development, and enable more ambitious engineering workflows	Audience Engineering teams, engineering leaders and technical founders who want repeatable software delivery using their existing coding agents, tools, infrastructure, checks and reviews.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Supported	Pricing $20/month The Free plan is $0 for one person. Pro is $20/month and includes five seats. Team is $40/month for 10 seats, with each additional seat priced at $5/month, for teams of up to 100 people. Annual billing saves 20%; prices are in USD before tax. Enterprise, self-hosted, and dedicated deployments are quoted. Agent-provider usage is billed separately. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 4.7 / 5 ease 4.7 / 5 features 4.3 / 5 design 4.0 / 5 support 4.7 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Good integration with Pycharm, unit tests support, solving quickly programming challenges. The biggest pros -> reading whole source code project and proposing the answer based on the rest of the code. Takes the context of your code to give you answers, the vscode extension is awesome and support was incredibly fast when I had an issue. Amp was easy to get started with and it's very intuitive to use. This has been a nice alternative to coding with ChatGPT up in a browser where I have to copy and paste my code back and forth. I'm a big fan of the preset prompts as there are a few I would never have thought of asking. Cons Not following the pattern in a single chat even. F.ex. if I polish the tests to be using that framework or that way to mock it for one set of tests, for next method, it is forgetting my earlier "style". Sometimes the context is not that accurate, and the latest version came out bugged Not too many drawbacks outside of the general limitations of the AI. There have been a couple of times I've asked it to rewrite code for me and I had to prompt it to get it to give me an example in actual code vs just advice about how to improve the code.
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Amp Code United States ampcode.com	Company Information AltaCoda Founded: 2025 United States bench47.com
Alternatives JetBrains Junie JetBrains	Alternatives Factory Factory.ai
Cursor 5.0 out of 5 stars	Cloudroom
Kimi Code CLI Moonshot AI	GPT-5.2-Codex OpenAI
Claude Code Anthropic 5.0 out of 5 stars	Antigravity CLI Google 5.0 out of 5 stars
Amazon Q Developer Amazon 5.0 out of 5 stars View All	Orchids Orchids.app View All
Categories Agentic AI Supported Agentic CLI Coding Tools Supported AI Code Generators Supported AI Code Refactoring Supported AI Code Review Supported AI Coding Agent Orchestrators Supported AI Coding Agents Supported AI Coding Assistants Supported AI Tools Supported Artificial Intelligence Supported Vibe Coding Supported	Categories Agentic AI Supported AI Coding Assistants Supported Software Development Life Cycle (SDLC) Supported

Integrations GitHub Supported CSS Supported Claude Fable 5 Supported Claude Haiku 3.5 Supported Claude Opus 5.5 Supported Claude Sonnet 3.7 Supported Claude Sonnet 5.5 Supported Claude for Legal Supported GPT-4o Supported GPT-5.1 Pro Supported GPT-5.6 Luna Supported GPT-6 Astra Supported GPT-6 Luna Supported Gemini 3.1 Flash-Lite Supported Gemini 3.1 Pro Supported JSON Supported Objective-C Supported Python Supported Sourcegraph Supported YAML Supported Show More Integrations View All 123 Integrations	Integrations GitHub Supported CSS Not Supported Claude Fable 5 Not Supported Claude Haiku 3.5 Not Supported Claude Opus 5.5 Not Supported Claude Sonnet 3.7 Not Supported Claude Sonnet 5.5 Not Supported Claude for Legal Not Supported GPT-4o Not Supported GPT-5.1 Pro Not Supported GPT-5.6 Luna Not Supported GPT-6 Astra Not Supported GPT-6 Luna Not Supported Gemini 3.1 Flash-Lite Not Supported Gemini 3.1 Pro Not Supported JSON Not Supported Objective-C Not Supported Python Not Supported Sourcegraph Not Supported YAML Not Supported Show More Integrations View All 7 Integrations
Claim Amp and update features and information Claim Amp and update features and information	Claim Bench47 and update features and information Claim Bench47 and update features and information