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LLM-Perf Leaderboard

huggingface.coModel leaderboards

PulseGate's liveness check found it on 19 Sep 2026; it is registered on Hugging Face Spaces and has been in the index since 19 Sep 2026. How this is checked

LLM-Perf Leaderboard is an interactive benchmarking tool for comparing language model performance across machine types, inference backends, and memory configurations. It provides sortable rankings and plots for scores, latency, and memory usage for ML engineers and researchers.

Inferred · not functionally tested

FreeWebSelf-hostedCloud-managed
LLM-Perf Leaderboard preview
Visit huggingface.co

Overview

6 features

Purpose: Comparing LLM performance across hardware and backend configurations without manually collecting benchmark results.

Inferred · not functionally tested

Audience: ML engineers and researchers benchmarking language models

Inferred · not functionally tested

Functions: analytics

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: unknown · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: free · license: Proprietary · platforms: WEB · deployment: browser, self_hosted, cloud_managed

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: huggingface.co. These links do not verify the individual claims.

In the Model leaderboards space, LLM-Perf Leaderboard takes a focused approach. Inferred · not functionally tested: It focuses on comparing LLM performance across hardware and backend configurations without manually collecting benchmark results. Inferred · not functionally tested: It is built as a B2B product for ML engineers and researchers benchmarking language models. Basis unknown · not verified: LLM-Perf Leaderboard is free to use. Basis unknown · not verified: It runs on the web, and it can be self-hosted.

It is developed by Hugging Face Optimum. Inferred · not functionally tested: Among its 6 catalogued features are hardware selection, backend selection, and sortable rankings.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Hardware selection
  • Backend selection
  • Sortable rankings
  • Latency comparison
  • Memory comparison
  • Interactive plots

Topics: Inferred · not functionally tested

Tags
llm-benchmarkinginference-performancehardware-comparisonlatency-analysis
AI capabilities
TextStructured
Inference: Cloud API

JSON profile · Text profile · Access guide

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserSelf-hostedCloud-managed
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
huggingface in the HTML

Trust & compliance

Public signals
HTTPSFree tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed19 Sep · 20:03 UTC
    optimum/llm-perf-leaderboard seen via Hugging Face Enumerator
    Source: Hugging Face Enumerator · Open

Frequently asked questions about LLM-Perf Leaderboard

What does LLM-Perf Leaderboard do?
Inferred · not functionally tested: LLM-Perf Leaderboard focuses on comparing LLM performance across hardware and backend configurations without manually collecting benchmark results. It is catalogued under Model leaderboards on PulseGate.
Who is LLM-Perf Leaderboard for?
Inferred · not functionally tested: LLM-Perf Leaderboard is a B2B product built for ML engineers and researchers benchmarking language models.
Does LLM-Perf Leaderboard have a free plan?
Basis unknown · not verified: Yes — LLM-Perf Leaderboard is free to use.
What platforms does LLM-Perf Leaderboard run on?
Basis unknown · not verified: LLM-Perf Leaderboard runs on the web. It can also be self-hosted.
Is LLM-Perf Leaderboard still active?
PulseGate's liveness check found it on 19 Sep 2026.
What projects are similar to LLM-Perf Leaderboard?
Similar projects tracked by PulseGate include LLM Performance Leaderboard, Open LLM Leaderboard, and Open LLM Leaderboard Model Comparator.LLM Performance LeaderboardOpen LLM LeaderboardOpen LLM Leaderboard Model Comparator
Who makes LLM-Perf Leaderboard?
LLM-Perf Leaderboard is developed by Hugging Face Optimum.

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