ai-agent

InferenceX: AI Benchmarking

Name: InferenceX: AI Benchmarking
Author: SemiAnalysisAI

Get AI inference insights with InferenceX, for founders building AI-driven startups.

1,569 stars275 forksPythonGuide quality 8/10Updated 8/27/2026100% free · open source

What it does

InferenceX is an open-source platform for benchmarking and researching continuous inference models across various hardware setups, including kimik3, MiniMax M3, and DeepSeekv4

When to use it

•Comparing the performance of different AI models on various hardware configurations
•Evaluating the efficacy of inference optimization techniques
•Benchmarking AI models for deployment on edge devices or in cloud environments

Ready-to-paste prompt

python3 benchmark.py --model MiniMax_M3 --hardware MI355X --batch_size 32 --num_iterations 100

Heads up: Ensure you have the necessary dependencies, including Python 3.8 or later, and the required hardware setups, as specified in the README, to avoid compatibility issues

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/inferencex && curl -fsSL https://workflowstacks.com/api/skills/inferencex/claude-skill -o ~/.claude/skills/inferencex/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

207.7M

source size

Apache-2.0

license

Key files

AGENTS.md

README_zh.md

README.md

File tree

.agents/

.claude/

.github/

benchmarks/

configs/

docs/

experimental/

golden_al_distribution/

runners/

utils/

.gitignore

.gitmodules

.mcp.json

AGENTS.md

CLAUDE.md

CONTRIBUTING_zh.md

CONTRIBUTING.md

KLAUD_DEBUG.md

LICENSE

MODELS_zh.md

MODELS.md

perf-changelog.yaml

README_zh.md

README.md

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/inferencex && curl -fsSL https://workflowstacks.com/api/skills/inferencex/claude-skill -o ~/.claude/skills/inferencex/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

SemiAnalysisAI

Language

Python