Discover Enterprise AI & Software Benchmarks
Agentic Coding Benchmark
Compare AI coding assistants’ compliance to specs and code security
LLM Coding Benchmark
Compare LLMs is coding capabilities.
Cloud GPU Providers
Identify the cheapest cloud GPUs for training and inference
GPU Concurrency Benchmark
Measure GPU performance under high parallel request load.
Multi-GPU Benchmark
Compare scaling efficiency across multi-GPU setups.
AI Gateway Comparison
Analyze features and costs of top AI gateway solutions
LLM Latency Benchmark New
Compare the latency of LLMs
LLM Price Calculator
Compare LLM models’ input and output costs
Text-to-SQL Benchmark
Benchmark LLMs’ accuracy and reliability in converting natural language to SQL.
AI Bias Benchmark
Compare the bias rates of LLMs
AI Hallucination Rates
Evaluate hallucination rates of top AI models
Agentic RAG Benchmark
Evaluate multi-database routing and query generation in agentic RAG
Embedding Models Benchmark
Compare embedding models accuracy and speed.
Hybrid RAG Benchmark
Compare hybrid retrieval pipelines combining dense & sparse methods.
Open-Source Embedding Models Benchmark
Evaluate leading open-source embedding models accuracy and speed.
RAG Benchmark
Compare retrieval-augmented generation solutions
Vector DB Comparison for RAG
Compare performance, pricing & features of vector DBs for RAG
Web Unblocker Benchmark
Evaluate the effectiveness of web unblocker solutions
Video Scrapers Benchmark New
Analyze performance of Video Scraper APIs
AI Code Editor Comparison
Analyze performance of AI-powered code editors
E-commerce Scraper Benchmark
Compare scraping APIs for e-commerce data
LLM Examples Comparison
Compare capabilities and outputs of leading large language models
OCR Accuracy Benchmark
See the most accurate OCR engines and LLMs for document automation
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
Handwriting OCR Benchmark
Compare the OCRs in handwriting recognition.
Invoice OCR Benchmark
Compare LLMs and OCRs in invoice.
AI Reasoning Benchmark
See the reasoning abilities of the LLMs.
Speech-to-Text Benchmark
Compare the STT models' WER and CER in healthcare.
Text-to-Speech Benchmark
Compare the text-to-speech models.
AI Video Generator Benchmark
Compare the AI video generators in e-commerce.
Tabular Models Benchmark New
Compare tabular learning models with different datasets
LLM Quantization Benchmark New
Compare BF16, FP8, INT8, INT4 across performance and cost
Multimodal Embedding Models Benchmark New
Compare multimodal embeddings for image–text reasoning
LLM Inference Engines Benchmark New
Compare vLLM, LMDeploy, SGLang on H100 efficiency
LLM Scrapers Benchmark New
Compare the performance of LLM scrapers
Visual Reasoning Benchmark New
Compare the visual reasoning abilities of LLMs
AI Providers Benchmark New
Compare the latency of AI providers
Latest Benchmarks
Reranker Benchmark: Top 8 Models Compared
We benchmarked 8 reranker models on ~145k English Amazon reviews to measure how much a reranking stage improves dense retrieval. We retrieved top-100 candidates with multilingual-e5-base, reranked them with each model, and evaluated the top-10 results against 300 queries, each referencing concrete details from its source review. The best reranker lifted Hit@1 from 62.
AGI/Singularity: 9,800 Predictions Analyzed
Artificial general intelligence (AGI) is when an AI system matches human cognitive abilities across all tasks. Based on available predictions, quick answers on AGI: Will AGI/singularity happen? AGI is inevitable according to most AI experts. When will the singularity/AGI happen? Recent surveys of AI researchers predict AGI in 2040s.
Top 20+ AI Chip Makers: NVIDIA & Its Competitors
Based on our experience running AIMultiple’s cloud GPU benchmark with 10 different GPU models in 4 different scenarios, these are the top AI hardware companies for data center workloads.
Compare Multimodal AI Models on Visual Reasoning
We benchmarked 15 leading multimodal AI models on visual reasoning using 200 visual-based questions. The evaluation consisted of two tracks: 100 chart understanding questions testing data visualization interpretation, and 100 visual logic questions assessing pattern recognition and spatial reasoning. Each question was run 5 times to ensure consistent and reliable results.
See All AI ArticlesLatest Insights
Chatbot vs ChatGPT: Differences & Features
When people search “chatbot vs ChatGPT,” they’re asking if ChatGPT is fundamentally different from traditional chatbots. It is. Calling ChatGPT a chatbot is like calling a smartphone just a phone, technically accurate but missing critical distinctions. Let’s clear up what separates traditional chatbots from ChatGPT, and why it matters for anyone choosing between them.
CPFR: TOP 21 Tools, 6 Case Studies & 5 Benefits
The global market for demand planning solutions, including CPFR (collaborative planning, forecasting, and replenishment) software is growing with the need for real-time data sharing, cloud platforms, and AI-driven forecasting to build more integrated and resilient supply chains.
Top AI Website Generators Benchmarked
To find the most helpful prompt-to-website creator, we benchmarked the following tools: If you need to learn about no-code AI website generator tools, you can follow the links: Benchmark results We conducted this benchmark using the latest versions of the tools available as of January 2025.
Generative AI for Email Marketing: Applications & Examples
Generative AI has evolved beyond basic email content creation to enable real-time personalization, multimodal interactions, and cross-channel orchestration that responds to customer behavior.
See All AI ArticlesBadges from latest benchmarks
Enterprise Tech Leaderboard
Top 3 results are shown, for more see research articles.
Vendor | Benchmark | Metric | Value | Year |
|---|---|---|---|---|
 Groq | 1st Latency | 2.00 s | 2025 | |
 SambaNova | 2nd Latency | 3.00 s | 2025 | |
 Together.ai | 3rd Latency | 11.00 s | 2025 | |
 llama-4-maverick | 1st Success Rate | 56 % | 2025 | |
 claude-4-opus | 2nd Success Rate | 51 % | 2025 | |
 qwen2.5-72b-instruct | 3rd Success Rate | 45 % | 2025 | |
 Zyte | 1st Response Time | 1.75 s | 2025 | |
 Bright Data | 2nd Response Time | 2.38 s | 2025 | |
 Decodo | 3rd Response Time | 3.43 s | 2025 | |
Bright Data | 1st Overall | Leader | 2025 | |
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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.
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