Discover Enterprise AI & Software Benchmarks
AI Code Editor Comparison
Analyze performance of AI-powered code editors
AI Coding Benchmark
Compare AI coding assistants’ compliance to specs and code security
AI Gateway Comparison
Analyze features and costs of top AI gateway solutions
AI Hallucination Rates
Evaluate hallucination rates of top AI models
Agentic Frameworks Benchmark
Compare latency and completion token usage for agentic frameworks
Agentic RAG Benchmark
Evaluate multi-database routing and query generation in agentic RAG
Cloud GPU Providers
Identify the cheapest cloud GPUs for training and inference
E-commerce Scraper Benchmark
Compare scraping APIs for e-commerce data
LLM Model Examples Comparison
Compare capabilities and outputs of leading large language models
LLM Price Calculator
Compare LLM models’ input and output costs
OCR Accuracy Benchmark
See the most accurate OCR engines and LLMs for document automation
Proxy Pricing Calculator
Calculate and compare proxy provider costs
RAG Benchmark
Compare retrieval-augmented generation solutions
Screenshot to Code Benchmark
Evaluate tools that convert screenshots to front-end code
SERP Scraper API Benchmark
Benchmark search engine scraping API success rates and prices
Vector DB Comparison for RAG
Compare performance, pricing & features of vector DBs for RAG
Web Unblocker Benchmark
Evaluate the effectiveness of web unblocker solutions
AIMultiple Newsletter
1 free email per week with the latest B2B tech news & expert insights to accelerate your enterprise.
Latest Insights
Invoice OCR Benchmark: Extraction Accuracy of LLMs vs OCRs
Invoice processing is a critical yet labor-intensive business operation that traditionally requires manual data extraction and entry into accounting systems. This manual approach is time-consuming and susceptible to human error.
GPT-5: Best Features, Pricing & Accessibility
We now have GPT-5, the latest and one of the most advanced language models. GPT-4 vs. GPT-5 The interactive comparison below shows how GPT-5 differs from GPT-4 across architecture, performance, and pricing. Historical Progression Release & Architecture What’s Different in GPT-5 Multiple Models, One System GPT-4 ran every prompt through the same model.
AI Adoption in Manufacturing: Insights from 100 Companies
Our analysis of the top 100 manufacturing companies by revenue from the Forbes Global 2000, spanning automotive, industrial equipment, chemicals, consumer electronics, and more across 15 countries, reveals two clear patterns in how manufacturers approach artificial intelligence. Our analysis examines two key indicators of AI maturity: Methodology 1.
RAG Frameworks: LangChain vs LangGraph vs LlamaIndex
Comparing Retrieval-Augmented Generation (RAG) frameworks is challenging. Default settings for prompts, routing, and tools can subtly alter behavior, making it difficult to isolate the framework’s impact. To create a controlled comparison, we replicated the same agentic RAG workflow across LangChain, LangGraph, and LlamaIndex, standardizing components wherever possible.
See All AI ArticlesData-Driven Decisions Backed by Benchmarks
Insights driven by 40,000 engineering hours per year
60% of Fortune 500 Rely on AIMultiple Monthly
Fortune 500 companies trust AIMultiple to guide their procurement decisions every month. 3 million businesses rely on AIMultiple every year according to Similarweb.
See how Enterprise AI Performs in Real-Life
AI benchmarking based on public datasets is prone to data poisoning and leads to inflated expectations. AIMultiple’s holdout datasets ensure realistic benchmark results. See how we test different tech solutions.
Increase Your Confidence in Tech Decisions
We are independent, 100% employee-owned and disclose all our sponsors and conflicts of interests. See our commitments for objective research.
