1
Semrush
semrush.comAlso covers seo
Semrush provides marketing tools for researching search visibility and measuring brand performance.
Alternatives
The Best LLMrefs Alternatives in 2026
24 alternatives0 free · 3 open source
Looking for something like LLMrefs? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 3 are open source.
LLMrefs tracks brand visibility, rankings, and citations across generative AI search tools and benchmarks competitors.
Top picks at a glance
First suggestionSemrushSemrush provides marketing tools for researching search…Open source optionopenai/evalsEvals is a framework for evaluating LLMs and LLM systems…Another optionSEAL LLM LeaderboardExplore leaderboards with expert-driven LLM benchmarks and…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Semrush | — | Not stated | Web |
| 2 | SEAL LLM Leaderboard | — | Not stated | Web |
| 3 | OpenRouter | — | Not stated | Web |
| 4 | Indico LLM Leaderboard | — | Not stated | Web |
| 5 | Deploybase | — | Not stated | Web |
| 6 | OpenLM Arena | — | Not stated | Web |
| 7 | Evaluating LLMs is a minefield | — | Not stated | Web |
| 8 | Aider LLM Leaderboards | — | Not stated | Web, Windows |
| 9 | openai/evals | — | Yes | — |
| 10 | BacklinkGPT | — | Not stated | Web |
All LLMrefs alternatives
2
SEAL LLM Leaderboard
labs.scale.com/leaderboardAlso covers llm · same kind of website
Explore leaderboards with expert-driven LLM benchmarks and updated AI model rankings across coding, reasoning and more.
3
OpenRouter
openrouter.ai/rankingsAlso covers llm · same kind of website
OpenRouter publishes language model rankings based on real usage through its API.
4
Indico LLM Leaderboard
indicodata.ai/llmAlso covers llm · same kind of website
Indico benchmarks language models on extractive, classification, and predictive tasks.
5
Deploybase
deploybase.aiAlso covers llm · same kind of website
Deploybase compares GPU cloud and language model API prices, performance benchmarks, and provider market data.
6
OpenLM Arena
openlm.ai/chatbot-arenaAlso covers llm · same kind of website
OpenLM Arena compares open language models through leaderboards and benchmark results.
7
Evaluating LLMs is a minefield
cs.princeton.edu/~arvindn/talks/evaluating_llm…Also covers llm · same kind of website
This article discusses challenges in evaluating language models and interpreting benchmark results.
8
Aider LLM Leaderboards
aider.chat/docs/leaderboardsAlso covers llm · same kind of website
Aider LLM Leaderboards compares language models on code editing benchmarks.
9
Also covers llm · open source
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
10
BacklinkGPT
backlinkgpt.comAlso covers seo
BacklinkGPT finds potential link sites and contacts, drafts outreach, and follows up through an AI agent for businesses.
11
Also covers llm · open source
WhichLLM tests local language models on a user’s hardware and ranks them using recent benchmarks.
12
Also covers llm · open source
skill-optimizer benchmarks, evaluates, and optimizes skills to check their performance across large language models.
13
qcri/LLMeBench
github.com/qcri/LLMeBenchAlso covers llm
LLMeBench provides a flexible framework for benchmarking large language models.
14
vidIQ
vidiq.comAlso covers seo
vidIQ helps YouTube creators research keywords, optimize videos and find content ideas, with coaching and channel tools.
15
Simple Bench
simple-bench.comAlso covers llm · same kind of website
SimpleBench evaluates everyday reasoning by comparing language models with human performance.
16
PricePerToken
pricepertoken.comAlso covers llm · same kind of website
PricePerToken compares API costs for language models from multiple providers.
17
Evaluating Large Language Models
lakera.ai/blog/large-language-model-evaluationAlso covers llm · same kind of website
Uncover LLM evaluation's importance and explore methods for assessing its performance and impact across industries.
18
LifeArchitect
lifearchitect.ai/models-tableAlso covers llm · same kind of website
LifeArchitect publishes a reference table of language models and their specifications and data points.
19
Enkrypt AI
enkryptai.comAlso covers llm · same kind of website
Enkrypt AI provides security and compliance tools to detect threats, remove vulnerabilities, and monitor AI system performance.
20
LLM Testing Guide
go.kolena.com/llm-testing-guideAlso covers llm · same kind of website
A free downloadable guide covering strategies for testing large language models and analyzing their behavior.
21
LynxKite
lynxkite.comAlso covers llm · same kind of website
LynxKite provides GPU-accelerated graph analytics for applications including drug discovery.
22
LLM Evaluation
llm-eval.github.ioAlso covers llm · same kind of website
Research on evaluation of LLMs conducted by Microsoft Research and other collaborated institutes. (Updated at: 2023/10).
23
LLM Pricing
llm-prices.comAlso covers llm · same kind of website
Calculate language model API costs using input, cached input, and output token counts.
24
AgentBench: Evaluating LLMs as Agents
huggingface.co/papers/2308.03688Also covers llm · same kind of website
AgentBench evaluates large language models acting as agents through a research paper and discussion page.
No alternatives match this filter.
Alternatives to similar tools
openai/evals24 alternativesskill-optimizer24 alternativesqcri/LLMeBench24 alternativesIndico LLM Leaderboard24 alternativesDeploybase24 alternativesOpenLM Arena24 alternatives
What is the best alternative to LLMrefs?
Based on features, tags and platforms, the closest alternatives to LLMrefs are Semrush, SEAL LLM Leaderboard, and OpenRouter.
Are there open-source alternatives to LLMrefs?
Yes: openai/evals, WhichLLM, and skill-optimizer.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative