Compare companies

Side-by-side API results for companies evaluated by Claude Code. 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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Resend

LiveKit

Voice Infra

Summary

Compare status

Comparable

Overall score

Best

Grade

Category

Voice Infra

Overall rank

#59

Best

#99

Category rank

Best

Full eval

Open report

Agent Performance

Eval score

66%

Best

62%

Task success

Yes

Cost

$0.5267

Best

$0.6281

Tool calls

Best

Errors

Best

Runtime

3m 37s

Best

13m 12s

Tokens used

566,025

Best

1,465,532

Exit code

Best

Discoverability

Discovery score

86%

Best

71%

Context7

Yes

Best

llms.txt

Yes

MCP Server

Yes

Best

Typed SDK

Yes

OpenAPI

Yes

Best

Agent Skills

Yes

CLI

Yes

Eval Details

Integration task

# Task Using https://resend.com/docs, complete the following task: Using Resend, build me a script that: 1. Create a new email inbox 2. Send an email from that inbox to "*******...

# Task Using https://docs.livekit.io, complete the following task: Using the LiveKit Python SDK, build me a script that manages real-time voice infrastructure: 1. Install the of...

Generated files

Trace tool calls

Completed

9/30/2026

9/23/2026

Stderr

None captured

Metric	Resend Email	LiveKit Voice Infra	Agentmail Email
Summary
Compare status	Comparable	Comparable	Comparable
Overall score	72	64	86 Best
Grade	C	C	B
Category	Email	Voice Infra	Email
Overall rank	#59	#99	#5 Best
Category rank	#2	#2	#1 Best
Full eval	Open report	Open report	Open report
Agent Performance
Eval score	66%	62%	87% Best
Task success	Yes	Yes	Yes
Cost	$0.5267	$0.6281	$0.1296 Best
Tool calls	22	40	6 Best
Errors	5	4	1 Best
Runtime	3m 37s	13m 12s	43s Best
Tokens used	566,025	1,465,532	163,781 Best
Exit code	0 Best	0 Best	0 Best
Discoverability
Discovery score	86% Best	71%	86% Best
Context7	No	Yes Best	No
llms.txt	Yes	Yes	Yes
MCP Server	Yes Best	No	Yes Best
Typed SDK	Yes	Yes	Yes
OpenAPI	Yes Best	No	Yes Best
Agent Skills	Yes	Yes	Yes
CLI	Yes	Yes	Yes
Eval Details
Integration task	# Task Using https://resend.com/docs, complete the following task: Using Resend, build me a script that: 1. Create a new email inbox 2. Send an email from that inbox to "*******...	# Task Using https://docs.livekit.io, complete the following task: Using the LiveKit Python SDK, build me a script that manages real-time voice infrastructure: 1. Install the of...	# Task Using https://docs.agentmail.to, complete the following task: Using Agentmail, build me a script that: 1. Create a new email inbox 2. Send an email from that inbox to "su...
Generated files	1	1	1
Trace tool calls	22	40	6
Completed	9/30/2026	9/23/2026	10/15/2026
Stderr	None captured	None captured	None captured