Compare companies

Side-by-side API results for companies evaluated by GitHub Copilot. 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

AssemblyAI

Voice STT

Summary

Compare status

Comparable

Overall score

Best

Grade

Category

Voice STT

Overall rank

Best

Category rank

Best

Full eval

Open report

Agent Performance

Eval score

92%

Best

86%

Task success

Yes

Cost

$0.0662

Best

$0.0836

Tool calls

Best

Errors

Best

Runtime

55s

Best

1m 12s

Tokens used

225,887

Best

310,121

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://www.assemblyai.com/docs, complete the following task: Using the AssemblyAI Python SDK, build me a script that transcribes a sample audio file: 1. Install th...

Generated files

Trace tool calls

Completed

10/26/2026

Stderr

None captured

Metric	Deepgram Voice STT	AssemblyAI Voice STT	Prefect Durable Workflow
Summary
Compare status	Comparable	Comparable	Comparable
Overall score	94 Best	90	90
Grade	A	A	A
Category	Voice STT	Voice STT	Durable Workflow
Overall rank	#1 Best	#2	#2
Category rank	#1 Best	#2	#1 Best
Full eval	Open report	Open report	Open report
Agent Performance
Eval score	92% Best	86%	86%
Task success	Yes	Yes	Yes
Cost	$0.0662 Best	$0.0836	$0.0874
Tool calls	16 Best	18	19
Errors	0 Best	0 Best	0 Best
Runtime	55s Best	1m 12s	1m 20s
Tokens used	225,887 Best	310,121	305,554
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://www.assemblyai.com/docs, complete the following task: Using the AssemblyAI Python SDK, build me a script that transcribes a sample audio file: 1. Install th...	# 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	16	18	19
Completed	10/26/2026	10/26/2026	10/26/2026
Stderr	None captured	None captured	None captured