LLM Stats alternatives
6 evaluation tools in the same lane as LLM Stats, ranked by editorial score.
AA
Artificial Analysis
Evaluation · Multi-model
6.8
Independent benchmarking platform comparing AI models and inference providers across intelligence, speed, and cost.
Freemium· Pro: $417/month per seat · Enterprise: Custom pricingmodel-benchmarkingprovider-comparison
IA
Inspect AI
Evaluation · Multi-model
7.2
Open-source LLM evaluation framework from the UK AI Security Institute with 200+ built-in benchmarks.
Free· Free and open source (MIT-style license); you pay only for underlying model API usage.llm-benchmarkingagent-evaluation
LL
llmfit
Evaluation · Multi-model
7.0
Terminal tool that scores hundreds of open LLMs against your actual CPU, RAM, and GPU and tells you which ones will run well.
Free· Free, MIT-licensedlocal-llm-selectionhardware-benchmarking
AA
Arena AI
Evaluation · Multi-model
6.8
Head-to-head LLM battle arena with a public leaderboard for ranking AI models.
Free· Free to use; no public paid tier listedllm-benchmarkingmodel-comparison
LA
LangFast
Evaluation · Multi-model
7.0
No-signup LLM playground for testing, comparing, and versioning prompts against your own API keys.
Paid· One-time lifetime ~$60-$120; 14-day money-backprompt-testingprompt-versioning
OE
OpenAI Evals
Evaluation · OpenAI GPT models (extensible)
8.1
OpenAI's open-source framework for benchmarking LLMs against a shared registry of evaluations.
Free· Free (MIT); you pay OpenAI API costs for eval runsllm-benchmarkingregression-testing