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Discover Enterprise AI & Software Benchmarks

AI Code Editor Comparison

Analyze performance of AI-powered code editors

AI Coding
AI Code Editor Comparison

AI Coding Benchmark

Compare AI coding assistants’ compliance to specs and code security

AI Coding
AI Coding Benchmark

AI Gateway Comparison

Analyze features and costs of top AI gateway solutions

AI Models
AI Gateway Comparison

AI Hallucination Rates

Evaluate hallucination rates of top AI models

AI Foundations
AI Hallucination Rates

Agentic RAG Benchmark

Evaluate multi-database routing and query generation in agentic RAG

RAG
Agentic RAG Benchmark

Cloud GPU Providers

Identify the cheapest cloud GPUs for training and inference

AI Hardware
Cloud GPU Providers

E-commerce Scraper Benchmark

Compare scraping APIs for e-commerce data

Web Data Scraping
E-commerce Scraper Benchmark

LLM Examples Comparison

Compare capabilities and outputs of leading large language models

AI Models
LLM Examples Comparison

LLM Price Calculator

Compare LLM models’ input and output costs

AI Models
LLM Price Calculator

OCR Accuracy Benchmark

See the most accurate OCR engines and LLMs for document automation

Document Automation
OCR Accuracy Benchmark

RAG Benchmark

Compare retrieval-augmented generation solutions

RAG
RAG Benchmark

Screenshot to Code Benchmark

Evaluate tools that convert screenshots to front-end code

AI Coding
Screenshot to Code Benchmark

SERP Scraper API Benchmark

Benchmark search engine scraping API success rates and prices

Web Data Scraping
SERP Scraper API Benchmark

Vector DB Comparison for RAG

Compare performance, pricing & features of vector DBs for RAG

RAG
Vector DB Comparison for RAG

Web Unblocker Benchmark

Evaluate the effectiveness of web unblocker solutions

Web Data Scraping
Web Unblocker Benchmark

LLM Coding Benchmark

Compare LLMs is coding capabilities.

AI Coding
LLM Coding Benchmark

Handwriting OCR Benchmark

Compare the OCRs in handwriting recognition.

Document Automation
Handwriting OCR Benchmark

Invoice OCR Benchmark

Compare LLMs and OCRs in invoice.

Document Automation
Invoice OCR Benchmark

AI Reasoning Benchmark

See the reasoning abilities of the LLMs.

AI Foundations
AI Reasoning Benchmark

Speech-to-Text Benchmark

Compare the STT models' WER and CER in healthcare.

GenAI Applications
Speech-to-Text Benchmark

Text-to-Speech Benchmark

Compare the text-to-speech models.

GenAI Applications
Text-to-Speech Benchmark

AI Video Generator Benchmark

Compare the AI video generators in e-commerce.

GenAI Applications
AI Video Generator Benchmark

AI Bias Benchmark

Compare the bias rates of LLMs

AI Foundations
AI Bias Benchmark

Multi-GPU Benchmark

Compare scaling efficiency across multi-GPU setups.

AI Hardware
Multi-GPU Benchmark

GPU Concurrency Benchmark

Measure GPU performance under high parallel request load.

AI Hardware
GPU Concurrency Benchmark

Embedding Models Benchmark

Compare embedding models accuracy and speed.

RAG
Embedding Models Benchmark

Open-Source Embedding Models Benchmark

Evaluate leading open-source embedding models accuracy and speed.

RAG
Open-Source Embedding Models Benchmark

Text-to-SQL Benchmark

Benchmark LLMs’ accuracy and reliability in converting natural language to SQL.

AI Models
Text-to-SQL Benchmark

Hybrid RAG Benchmark

Compare hybrid retrieval pipelines combining dense & sparse methods.

RAG
Hybrid RAG Benchmark

Latest Benchmarks

15 Threats to the Security of AI Agents in 2026

Agentic AIJan 29

Even a few years ago, the unpredictability of large language models (LLMs) would have posed serious challenges. One notable early case involved ChatGPT’s search tool: researchers found that webpages designed with hidden instructions (e.g., embedded prompt-injection text) could reliably cause the tool to produce biased, misleading outputs, despite the presence of contrary information.

Agentic AIJan 29

15 AI Agent Observability Tools in 2026: AgentOps & Langfuse

AI agent observability tools, such as Langfuse and Arize, help gather detailed traces (a record of a program or transaction’s execution) and provide dashboards to track metrics in real time.  Many agent frameworks, like LangChain, use the OpenTelemetry standard to share metadata with agentic monitoring. On top of that, many observability tools provide custom instrumentation for greater flexibility.

Agentic AIJan 28

Computer Use Agents: Benchmark & Architecture in 2026

Computer-use agents promise to operate real desktops and web apps, but their designs, limits, and trade-offs are often unclear. We examine leading systems by breaking down how they work, how they learn, and how their architectures differ.

Agentic AIJan 28

AI Memory: Most Popular AI Models with the Best Memory

Smarter models often have worse memory. We tested 26 large language models in a 32-message business conversation to determine which actually retain information. AI memory benchmark results We tested 26 popular large language models through a simulated 32-message business conversation with 43 questions.

See All Agentic AI Articles

Latest Insights

Top 30+ Industrial AI Agents Landscape to Watch in 2026

Agentic AIJan 30

Industrial AI agents address the limitations of siloed data by autonomously integrating and deriving actionable insights from IoT, controls systems (e.g. SCADA), and connected assets.

Agentic AIJan 29

Moltbot (Formerly Clawdbot) Use Cases and Security [2026]

Moltbot (formerly Clawdbot) is an open-source, self-hosted AI assistant designed to execute local computing tasks and interface with users through standard messaging platforms. Unlike traditional chatbots that function as advisors generating text, Moltbot operates as an autonomous agent that can execute shell commands, manage files, and automate browser operations on the host machine.

Agentic AIJan 29

Best 50+ Open Source AI Agents Listed in 2026

Everyone has been building AI agents so after hands-on testing with popular AI coding agents, AI agent builders and tools use benchmarks to evaluate their real-world capabilities, we put together a curated list of the best 50+ open source AI agents.

Agentic AIJan 29

Top 10+ AI Agents in Healthcare with Examples in 2026

AI agents in healthcare are intelligent, autonomous systems that support clinicians, automate routine work, and personalize patient care by delivering data-driven insights, improving diagnostic accuracy, and enhancing both operational efficiency and patient support. We previously explained healthcare AI use cases. This article lists the AI agents for healthcare that automate workflows in clinical operations.

See All Agentic AI Articles

Enterprise Tech Leaderboard

Top 3 results are shown, for more see research articles.

Filter
Category
Year
Metric
Latency
Value
2.00 s
Year
2025
Metric
Latency
Value
3.00 s
Year
2025
Metric
Latency
Value
11.00 s
Year
2025
LMMs
1st
llama-4-maverick
Metric
Success Rate
Value
56 %
Year
2025
LMMs
2nd
claude-4-opus
Metric
Success Rate
Value
51 %
Year
2025
LMMs
3rd
qwen-2.5-72b-instruct
Metric
Success Rate
Value
45 %
Year
2025
Metric
Accuracy
Value
86 %
Year
2025
AI Code Models
2nd
o3-mini
Metric
Accuracy
Value
86 %
Year
2025
AI Code Models
3rd
claude-3.7-sonnet
Metric
Accuracy
Value
67 %
Year
2025
Social Media Scraping
1st
Bright Data
Metric
Cost
Value
Year
2025

Vendor
Benchmark
Metric
Value
Year
X
X
1st
Latency
2.00 s2025
SambaNova
SambaNova
2nd
Latency
3.00 s2025
Together.ai
Together.ai
3rd
Latency
11.00 s2025
llama-4-maverick
llama-4-maverick
1st
Success Rate
56 %2025
claude-4-opus
claude-4-opus
2nd
Success Rate
51 %2025
qwen-2.5-72b-instruct
qwen-2.5-72b-instruct
3rd
Success Rate
45 %2025
o1
o1
1st
Accuracy
86 %2025
o3-mini
o3-mini
2nd
Accuracy
86 %2025
claude-3.7-sonnet
claude-3.7-sonnet
3rd
Accuracy
67 %2025
Bright Data
Bright Data
1st
Cost
2025

Data-Driven Decisions Backed by Benchmarks

Insights driven by 40,000 engineering hours per year

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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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