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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OpenRouter

Inference

Daytona

Sandboxes

Summary

Compare status

Comparable

Overall score

Best

Grade

Category

Inference

Sandboxes

Overall rank

Best

Category rank

Best

Full eval

Open report

Agent Performance

Eval score

92%

Best

86%

Task success

Yes

Cost

$0.1176

Best

$0.1931

Tool calls

Best

Errors

Best

Runtime

58s

Best

1m 15s

Tokens used

120,238

Best

148,546

Exit code

Best

Discoverability

Discovery score

86%

100%

Best

Context7

Yes

llms.txt

Yes

MCP Server

Yes

Best

Typed SDK

OpenAPI

Agent Skills

CLI

Eval Details

Integration task

# Task Using https://openrouter.ai/docs, complete the following task: Using OpenRouter, build me a script that extracts structured data from this invoice and returns JSON: --- I...

# Task Using https://www.daytona.io/docs/en/python-sdk/, complete the following task: Using Daytona, build me a script that runs a multi-step computation inside a Daytona sandbox...

Generated files

Trace tool calls

Completed

9/23/2026

Stderr

None captured

Metric	OpenRouter Inference	Daytona Sandboxes	Stripe Payment
Summary
Compare status	Comparable	Comparable	Comparable
Overall score	90 Best	90 Best	89
Grade	A	A	B
Category	Inference	Sandboxes	Payment
Overall rank	#1 Best	#1 Best	#3
Category rank	#1 Best	#1 Best	#1 Best
Full eval	Open report	Open report	Open report
Agent Performance
Eval score	92% Best	86%	91%
Task success	Yes	Yes	Yes
Cost	$0.1176	$0.1931	$0.0762 Best
Tool calls	6 Best	8	6 Best
Errors	0 Best	0 Best	2
Runtime	58s	1m 15s	36s Best
Tokens used	120,238 Best	148,546	149,877
Exit code	0 Best	0 Best	0 Best
Discoverability
Discovery score	86%	100% Best	86%
Context7	Yes	Yes	Yes
llms.txt	Yes	Yes	Yes
MCP Server	No	Yes Best	Yes Best
Typed SDK	Yes	Yes	Yes
OpenAPI	Yes Best	Yes Best	No
Agent Skills	Yes	Yes	Yes
CLI	Yes	Yes	Yes
Eval Details
Integration task	# Task Using https://openrouter.ai/docs, complete the following task: Using OpenRouter, build me a script that extracts structured data from this invoice and returns JSON: --- I...	# Task Using https://www.daytona.io/docs/en/python-sdk/, complete the following task: Using Daytona, build me a script that runs a multi-step computation inside a Daytona sandbox...	# Task Using https://docs.stripe.com, complete the following task: Using Stripe, build me a payment link for a $29/month "Pro Plan" subscription and print the URL The script sho...
Generated files	1	1	1
Trace tool calls	6	8	6
Completed	9/23/2026	9/23/2026	9/23/2026
Stderr	None captured	None captured	None captured