Alternatives Engine

gorilla Alternatives

Compare open-source alternatives to weaviate/gorilla by fit, deployment, maintenance, quality, and agent readiness.

Decision Summary

weaviate/gorilla has 12 alternative candidates. Top match is promptfoo/promptfoo at 96/100 because Similar llm eval with local/cloud deployment overlap.

CandidatesExplicitCloudflare-readyAvg similarityTop candidate
123079promptfoo/promptfoo

Source Project

weaviate/gorilla

Research repository on interfacing LLMs with Weaviate APIs. Inspired by the Berkeley Gorilla LLM.

Jupyter Notebook Unknown license LocalCloud

Best For

Where gorilla 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

comet-ml/opik leads this comparison context

comet-ml/opik has the strongest combined agent score and maintenance profile in this comparison.

ProjectSimilarityStarsLanguageDeployQualityAgent
weaviate/gorillaSource140Jupyter NotebookLocal, Cloud450
promptfoo/promptfoo96/10025,276TypeScriptDocker, Library Only6888
confident-ai/deepeval95/10018,330PythonLibrary Only, Local5784
EricLBuehler/mistral.rs94/1007,703RustDocker, Kubernetes4185
comet-ml/opik75/10022,127PythonDocker, Kubernetes6190
modelscope/evalscope75/1003,411PythonDocker, Library Only4985

Alternative Match

promptfoo/promptfoo

96/100

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.

ExplicitLlm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality68
Agent88

Alternative Match

confident-ai/deepeval

95/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

The LLM Evaluation Framework

ExplicitLlm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality57
Agent84

Alternative Match

EricLBuehler/mistral.rs

94/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Fast, flexible LLM inference

ExplicitLlm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality41
Agent85

Alternative Match

comet-ml/opik

75/100

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.
Quality61
Agent90

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

Alternative Match

NVIDIA/garak

74/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

the LLM vulnerability scanner

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality43
Agent79

Alternative Match

ml-explore/mlx-lm

74/100

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.
Quality42
Agent79

Alternative Match

Giskard-AI/giskard-oss

74/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

🐢 Open-Source Evaluation & Testing library for LLM 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
Agent81

Alternative Match

truera/trulens

74/100

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.
Quality37
Agent80

Alternative Match

EleutherAI/lm-evaluation-harness

74/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A framework for few-shot evaluation of language models.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality36
Agent80

Alternative Match

Marker-Inc-Korea/AutoRAG

74/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality36
Agent76

Alternative Match

ShenSeanChen/waku-agent

74/100

Similar llm eval with local/cloud deployment overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, memory, eval, all in code built to stay legible as it grows.

Llm EvalLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality36
Agent67

Data Source

d1 / d1_query

1213 loaded projects. Generated at 2026-09-20T03:21:24.511Z.