Only curated links

AI Coding Benchmark Directory

A handpicked collection of benchmark sites for comparing AI models, coding agents and real-world performance.

Benchmark

AI Models

DeepSWE page snapshot
deepswe.datacurve.ai

DeepSWE

DeepSWE measures frontier coding agents on original, long-horizon software engineering tasks.

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Best AI for Coding 2026 - Top Coding Models page snapshot
llm-stats.com

Best AI for Coding 2026 - Top Coding Models

Compare the best AI for coding using live coding arena results, benchmark performance, and real generation examples for code generation, debugging, and software engineering.

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LLM Rankings | OpenRouter page snapshot
openrouter.ai

LLM Rankings | OpenRouter

LLM rankings and AI leaderboard by real-world usage, ranked by tokens processed through the OpenRouter API. See which AI models developers actually use.

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Comparison of AI Models across Intelligence, Performance, and Price | Artificial Analysis page snapshot
artificialanalysis.ai

Comparison of AI Models across Intelligence, Performance, and Price | Artificial Analysis

Comparison and analysis of AI models across key performance metrics including quality, price, output speed, latency, context window & others.

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AI Coding Agent Benchmarks & Leaderboard | Artificial Analysis page snapshot
artificialanalysis.ai

AI Coding Agent Benchmarks & Leaderboard | Artificial Analysis

We measure real-world performance of coding agents on software engineering tasks, including cost, token usage, and execution time. We compare how performance changes across agents, models, and execution settings.

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Humanity's Last Exam page snapshot
agi.safe.ai

Humanity's Last Exam

Humanity's Last Exam Dataset

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AI Benchmarks and LLM Leaderboards | Vals AI page snapshot
vals.ai

AI Benchmarks and LLM Leaderboards | Vals AI

Vals AI evaluates models on the real tasks each industry relies on, with public leaderboards and benchmark methodology.

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AI Model Leaderboards & Benchmarks page snapshot
labs.scale.com

AI Model Leaderboards & Benchmarks

Explore leaderboards with expert-driven LLM benchmarks and updated AI model rankings across coding, reasoning and more.

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SWE-Bench Pro page snapshot
labs.scale.com

SWE-Bench Pro

Compare the resolve rates of GPT-5.4, Muse Spark, Claude Opus 4.6, and Gemini 3.1 Pro on SWE-Bench Pro.

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AI Model Benchmarks | Compare GPT-5.6, Claude Fable 5 & Gemini 3 | LM Council page snapshot
lmcouncil.ai

AI Model Benchmarks | Compare GPT-5.6, Claude Fable 5 & Gemini 3 | LM Council

Compare GPT-5.6, Claude Fable 5, Claude Opus 5, Gemini 3, and other frontier models across Humanity's Last Exam, FrontierMath, GPQA, SWE-bench, and more. Every result snapshot links its source and checked date.

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BullshitBench page snapshot
petergpt.github.io

BullshitBench

Compare how AI models respond to nonsense: clear pushback, partial challenge, or accepting a broken premise.

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Arena Leaderboard | Compare & Benchmark the Best Frontier AI Models page snapshot
arena.ai

Arena Leaderboard | Compare & Benchmark the Best Frontier AI Models

See how leading AI models stack up across text, image, vision, and more. This page provides a high-level snapshot of each Arena. Explore dedicated tabs for deeper insights.

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PetriBench page snapshot
petribench.com

PetriBench

A benchmark for evaluating LLM reasoning over Petri nets.

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PR Arena - AI Coding Agent Leaderboard page snapshot
prarena.ai

PR Arena - AI Coding Agent Leaderboard

Explore benchmark and evaluation details from prarena.ai in a focused external resource.

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10xBench — LLM Coding Benchmark in Astro, React, Tailwind & Cloudflare page snapshot
10xbench.ai

10xBench — LLM Coding Benchmark in Astro, React, Tailwind & Cloudflare

See how leading LLMs perform when each gets a single shot at building a real production website in Astro, React, Tailwind and Cloudflare. Compare scores, screenshots and generated code side by side.

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Just a moment... page snapshot
bridgebench.ai

Just a moment...

Explore benchmark and evaluation details from bridgebench.ai in a focused external resource.

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