Compare companies

Side-by-side API results for companies evaluated by OpenClaw. Compare score, rank, discoverability, cost, errors, runtime, and the underlying eval artifacts.

Model

Claude Code Codex

Codex

Tooling

API CLI MCP

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Deepgram

Voice STT

Weaviate

Vector Databases

Summary

Compare status

Comparable

Overall score

Best

Grade

Category

Voice STT

Vector Databases

Overall rank

Best

Category rank

Best

Full eval

Open report

Agent Performance

Eval score

90%

Best

90%

Best

Task success

Yes

Cost

$0.0010

Best

$0.0014

Tool calls

Best

Errors

Best

Runtime

44s

37s

Best

Tokens used

98,992

Best

170,685

Exit code

Best

Discoverability

Discovery score

100%

Best

100%

Best

Context7

llms.txt

MCP Server

Typed SDK

OpenAPI

Agent Skills

CLI

Eval Details

Integration task

# Task Using https://developers.deepgram.com/docs, complete the following task: Using the Deepgram Python SDK, build me a script that transcribes a sample audio file: 1. Install...

# Task Using https://weaviate.io/developers/weaviate, complete the following task: Using Weaviate, build me a FAQ search system: 1. Store these 3 FAQs: - Q: "How do I reset m...

Generated files

Trace tool calls

Completed

10/21/2026

Stderr

None captured

Metric	Deepgram Voice STT	Weaviate Vector Databases	Prefect Durable Workflow
Summary
Compare status	Comparable	Comparable	Comparable
Overall score	93 Best	93 Best	93 Best
Grade	A	A	A
Category	Voice STT	Vector Databases	Durable Workflow
Overall rank	#1 Best	#1 Best	#1 Best
Category rank	#1 Best	#1 Best	#1 Best
Full eval	Open report	Open report	Open report
Agent Performance
Eval score	90% Best	90% Best	90% Best
Task success	Yes	Yes	Yes
Cost	$0.0010	$0.0014	$0.0007 Best
Tool calls	6 Best	10	7
Errors	0 Best	0 Best	0 Best
Runtime	44s	37s Best	41s
Tokens used	98,992 Best	170,685	103,064
Exit code	0 Best	0 Best	0 Best
Discoverability
Discovery score	100% Best	100% Best	100% Best
Context7	Yes	Yes	Yes
llms.txt	Yes	Yes	Yes
MCP Server	Yes	Yes	Yes
Typed SDK	Yes	Yes	Yes
OpenAPI	Yes	Yes	Yes
Agent Skills	Yes	Yes	Yes
CLI	Yes	Yes	Yes
Eval Details
Integration task	# Task Using https://developers.deepgram.com/docs, complete the following task: Using the Deepgram Python SDK, build me a script that transcribes a sample audio file: 1. Install...	# Task Using https://weaviate.io/developers/weaviate, complete the following task: Using Weaviate, build me a FAQ search system: 1. Store these 3 FAQs: - Q: "How do I reset m...	# Task Using https://docs.prefect.io, complete the following task: Using the Prefect Python SDK, build me a script that defines and executes a simple 3-step workflow: 1. Install...
Generated files	1	1	1
Trace tool calls	6	10	7
Completed	10/21/2026	10/21/2026	10/21/2026
Stderr	None captured	None captured	None captured