Alternatives Engine

models Alternatives

Compare open-source alternatives to Portkey-AI/models by fit, deployment, maintenance, quality, and agent readiness.

Decision Summary

Portkey-AI/models has 12 alternative candidates. Top match is hugalafutro/model-hotel at 100/100 because Same llm eval intent with llm_gateway overlap.

CandidatesExplicitCloudflare-readyAvg similarityTop candidate
123083hugalafutro/model-hotel

Source Project

Portkey-AI/models

This repository contains comprehensive pricing and configuration data for LLMs. It powers cost attribution for 200+ enterprises running 400B+ tokens through Portkey AI Gateway every day.

JavaScript MIT LocalCloud

Best For

Where models fits

evaluate LLM outputs
benchmark prompts and agents
track model quality

Not Best For

When to compare alternatives

edge-only Cloudflare Workers deployment without adaptation

Comparison Table

ml-explore/mlx-lm leads this comparison context

ml-explore/mlx-lm has the strongest combined agent score and maintenance profile in this comparison.

ProjectSimilarityStarsLanguageDeployQualityAgent
Portkey-AI/modelsSource139JavaScriptLocal, Cloud2063
hugalafutro/model-hotel100/10053GoDocker, Local3063
NVIDIA/garak98/1009,350PythonLibrary Only, Local4478
samugit83/redamon98/1002,494PythonDocker, Local3270
yolorouter/yolorouter82/100141GoDocker, Local3065
ml-explore/mlx-lm78/1007,143PythonLibrary Only, Local3978

Alternative Match

hugalafutro/model-hotel

100/100

Same llm eval intent with llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Multi-Provider AI Gateway - No personal logs by design. Model autodiscovery, Failover groups, High availability, Android companion app, and more - "Because we have LiteLLM at home"

ExplicitLlm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality30
Agent63

Alternative Match

NVIDIA/garak

98/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

the LLM vulnerability scanner

ExplicitLlm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality44
Agent78

Alternative Match

samugit83/redamon

98/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitation, with zero human intervention.

ExplicitLlm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality32
Agent70

Alternative Match

yolorouter/yolorouter

82/100

Same llm eval intent with llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A self-hosted, OpenAI-compatible LLM gateway with multi-provider failover, key rotation, and a built-in admin console.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality30
Agent65

Alternative Match

ml-explore/mlx-lm

78/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Run LLMs with MLX

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality39
Agent78

Alternative Match

truera/trulens

78/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Evaluation and Tracking for LLM Experiments and AI Agents

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality38
Agent80

Alternative Match

dataelement/bisheng

78/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality30
Agent78

Alternative Match

strands-agents/evals

77/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A comprehensive evaluation framework for AI agents and LLM applications.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality26
Agent68

Alternative Match

promptfoo/promptfoo

76/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality72
Agent88

Alternative Match

comet-ml/opik

76/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality64
Agent90

Alternative Match

confident-ai/deepeval

75/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

The LLM Evaluation Framework

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality61
Agent84

Alternative Match

modelscope/evalscope

75/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality49
Agent85

Data Source

d1 / d1_query

1213 loaded projects. Generated at 2026-09-26T21:34:42.699Z.