TinyAgent

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Minimal agent for resource-constrained environments

GitHub

Medium Security

1.8K

Stars

v1.0.2

Latest

<5MB

RAM

<50ms

Startup

Overview News Videos Releases Benchmarks Security Community

Composite Score

Argus Report scoring across six dimensions (1-10 scale)

Performance

#2 of 15

Features

#14 of 15

Security

#12 of 15

Momentum

#12 of 15

Cost Efficiency

#2 of 15

Dev Experience

#5 of 15

Cold Start Performance

Time from process launch to first response

Cold start

<50ms #13

Warm response

~45ms

Memory Usage

Peak RSS during standard workload

Idle RSS

<5MB

Active RSS (10 tools)

2.1GB

Peak (stress test)

3.4GB

Token Efficiency

Tokens consumed per equivalent task completion

Simple Q&A

~280

Multi-step task

~1200

Tool calling

~220

Methodology

Benchmarks are run weekly on standardized hardware (AWS c7g.xlarge, 4 vCPU, 8GB RAM, Ubuntu 24.04). Token efficiency is measured using equivalent prompts across Claude 4.5 Sonnet. All results are averages of 10 runs with cold cache. Last updated: Feb 17, 2026.