benchwolf
PulseGate's liveness check found it on 3 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 31 Aug 2026. How this is checked
benchwolf is an open-source command-line tool for benchmarking local large language model workloads. It measures throughput, latency, memory pressure, power consumption, and lightweight quality on user-owned hardware, including local inference setups such as Ollama.
Inferred · not functionally tested
Overview
6 featuresPurpose: Measuring local LLM performance, resource consumption, power use, and quality across personal hardware.
Inferred · not functionally tested
Audience: developers and ML engineers benchmarking local LLMs
Inferred · not functionally tested
Functions: analytics, monitoring
Inferred · not functionally tested
Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
In the CLI tools & terminal space, benchwolf takes a focused approach. Inferred · not functionally tested: It focuses on measuring local LLM performance, resource consumption, power use, and quality across personal hardware. Inferred · not functionally tested: It is built as an open-source project for developers and ML engineers benchmarking local LLMs. Basis unknown · not verified: benchwolf is open source under the Apache-2.0 license. Basis unknown · not verified: It runs on the command line, and it can be self-hosted.
It is developed by Chandan Pandey, and it first shipped in 2026. Development happens publicly on GitHub with 9 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are throughput testing, latency measurement, and memory profiling.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Throughput testing
- Latency measurement
- Memory profiling
- Power monitoring
- Quality evaluation
- Local hardware testing
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about benchwolf
- What does benchwolf do?
- Inferred · not functionally tested: Benchwolf focuses on measuring local LLM performance, resource consumption, power use, and quality across personal hardware. It is catalogued under CLI tools & terminal on PulseGate.
- Who should use benchwolf?
- Inferred · not functionally tested: benchwolf is an open-source project built for developers and ML engineers benchmarking local LLMs.
- Does benchwolf have a free plan?
- Basis unknown · not verified: Yes — benchwolf is open source under the Apache-2.0 license and free to use.
- What platforms does benchwolf run on?
- Basis unknown · not verified: benchwolf runs on the command line. It can also be self-hosted.
- Is benchwolf still active?
- PulseGate's liveness check found it on 3 Oct 2026. Its GitHub repository shows 9 commits in the last 90 days.
- What projects are similar to benchwolf?
- Similar projects tracked by PulseGate include homebench, bench-my-llm, and benchrig.homebenchbench-my-llmbenchrig
- Who develops benchwolf?
- benchwolf is developed by Chandan Pandey.
- How long has benchwolf been around?
- benchwolf first shipped in 2026.
Similar projects
Closest matches by what these projects do