Best Alternatives to AgentBench
Observability·★ 3.8k·Apache-2.0
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
#LLM Evaluation#Agent Benchmarking#Function Calling#Docker#Multi-task Learning
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Best Alternatives to AgentBench
ToolDescriptionStarsLicenseUpdated
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bifrost
bifrostFastest LLM gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
★ 8.6k
Apache-2.0
1d ago
Details →03
mcp-context-forge
mcp-context-forgeA Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
★ 4.6k
Apache-2.0
1d ago
Details →04
holmesgpt
holmesgptYour 24/7 On-Call AI Agent - Solve Alerts Faster with Automatic Correlations, Investigations, and More
★ 3.5k
Apache-2.0
1d ago
Details →05
lmnr
lmnrLaminar - open-source observability platform purpose-built for AI agents. YC S24.
★ 3.3k
Apache-2.0
1d ago
Details →06
golf
golfProduction-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
★ 840
Apache-2.0
4w ago
Details →07
archestra
archestraArchestra is an open-source enterprise AI platform: an internal chat assistant, LLM gateway, MCP gateway and registry, A2A gateway and agent runtime, built on SSO, RBAC, sandboxed execution, guardrails and OpenTelemetry.
★ 4.3k
AGPL-3.0 (enterprise parts under a commercial license)
1d ago
Details →
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Side-by-Side Comparison
| Field | AgentBench |  keep | bifrost | mcp-context-forge |
|---|---|---|---|---|
| Category | Observability | Observability | Observability | Observability |
| Stars | ★ 3.8k | ★ 12.4k | ★ 8.6k | ★ 4.6k |
| License | Apache-2.0 | NOASSERTION | Apache-2.0 | Apache-2.0 |
| Updated | 8mo ago | 1w ago | 1d ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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FAQ
What is AgentBench?
AgentBench is a comprehensive benchmark for evaluating Large Language Models (LLMs) as agents across diverse environments, now featuring a function-calling version integrated with AgentRL. It provides a containerized setup for various tasks like OS interaction, database operations, and web shopping, enabling robust and reproducible agent evaluation.
What is the best alternative to AgentBench?
keep is the top-rated alternative to AgentBench in the Observability category.
Is there a free alternative to AgentBench?
keep is a free, open-source alternative.
Is AgentBench open source?
Yes, AgentBench is open source on GitHub, licensed under Apache-2.0.