Alternatives to LLM Stats
20 tools that compete with or replace LLM Stats. Ranked by direct product-type match — not generic category overlap.
Why people look for alternatives to LLM Stats
The complaints that come up most often in public discussion — reviews, forums and community threads. Not our opinion, and not the vendor's marketing.
- Update frequency is unclear, worrying users about stale data.
- No integrations with tools like Raycast, limiting workflow use.
- Third-party model providers may introduce latency or pricing gaps.
- Support responsiveness is unknown due to limited community feedback.
Drawn from 69 mentions across 4 sources · researched Jul 3, 2026.
In fairness: users also consistently praise aggregates 300+ models with one composite score for quick comparison, and side-by-side cost-per-token next to benchmark scores saves time. A complaint list is not a verdict — see the full picture on the LLM Stats page.
Arena AI
Arena AI is a free, community-voted LLM leaderboard ranking chat models, agents, and fullstack code on live head-to-head battles.
Opencompass
OpenCompass (司南) benchmarks LLMs, VLMs, and AI4S models against 100+ open evaluation datasets with published, dated leaderboards
ClawBench
Open-source benchmark that tests AI agents on real, live websites with two-stage HTTP interception and LLM-judge scoring.
VLMEvalKit
Open-source toolkit for benchmarking vision-language models across 80+ multimodal tasks, with rankings published on the Open VLM Leaderboard.
Matharena
Free benchmark leaderboard that scores LLMs on elite competition math from AIME and IMO to Lean proof datasets
Minebench
Free browser benchmark that ranks AI models on 3D voxel build prompts and human votes.
Goodfire
Silico is Goodfire's interpretability agent for understanding, debugging, and controlling the internals of your AI models
Weights & Biases
Weights & Biases tracks ML experiments and traces LLM apps so teams can ship AI models faster
Patronus AI
Simulation-first evaluation and training infrastructure for AI agents, built on Digital World Models.
ChatComparison.ai
Paste one prompt, see how 40+ AI models answer it, then pick the one that's best, fastest, or cheapest.
TheAgentCompany
Open-source benchmark that scores AI agents on real, multi-step software-company work tasks.
Vidore Benchmark
Open visual document retrieval benchmark and ColPali-style model suite for evaluating enterprise RAG retrievers on visually rich documents.
Appworld
AppWorld is a simulated-world benchmark for evaluating AI coding agents across 9 apps and 457 APIs.
Visualwebarena
A Carnegie Mellon research benchmark of 910 visually grounded web tasks for multimodal browser agents, scored by execution rather than string matching.
BALROG
BALROG is an open ICLR-published benchmark that scores agentic LLM and VLM reasoning across seven procedurally generated games.
Agent Leaderboard
Free public leaderboard ranking LLMs on real-world agentic tasks — planning, tool use, and multi-step execution
Fiddler AI
Fiddler AI is an enterprise AI control plane for agent observability, guardrails, and governance across the agentic lifecycle.
Hume AI
Hume AI provides real human feedback, simulation, and expression measurement for emotionally intelligent voice AI.
Polymath
Polymath builds simulation environments where autonomous AI agents train and are evaluated on long-horizon, multi-tool tasks
PandaProbe
Open-source observability and self-repair for AI agents, turning production failures into validated, reusable rules.
Frequently asked questions
What are the best alternatives to LLM Stats?
We currently list 20 alternatives to LLM Stats: Arena AI, Opencompass, ClawBench, VLMEvalKit, Matharena. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which LLM Stats alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.