Compare companies

Side-by-side API results for companies evaluated by Grok. 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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AssemblyAI

Voice STT

Fireworks AI

Inference

Summary

Compare status

Comparable

Overall score

Best

Grade

Category

Voice STT

Inference

Overall rank

Best

Category rank

Best

Full eval

Open report

Agent Performance

Eval score

86%

Best

83%

Task success

Yes

Cost

$0.1970

Best

$0.2545

Tool calls

Best

Errors

Best

Runtime

1m 4s

Best

1m 13s

Tokens used

170,305

156,130

Best

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://[REDACTED:TENANT].assemblyai.com/[REDACTED:TENANT], complete the following task: Using the AssemblyAI Python SDK, build me a script that transcribes a sample...

# Task Using https://[REDACTED:TENANT].fireworks.ai, complete the following task: Using Fireworks AI, build me a script that extracts structured data from this invoice and return...

Generated files

Trace tool calls

Completed

10/19/2026

Stderr

None captured

Metric	AssemblyAI Voice STT	Fireworks AI Inference	Deepgram Voice STT
Summary
Compare status	Comparable	Comparable	Comparable
Overall score	90 Best	88	86
Grade	A	B	B
Category	Voice STT	Inference	Voice STT
Overall rank	#1 Best	#2	#3
Category rank	#1 Best	#1 Best	#2
Full eval	Open report	Open report	Open report
Agent Performance
Eval score	86% Best	83%	81%
Task success	Yes	Yes	Yes
Cost	$0.1970 Best	$0.2545	$0.2154
Tool calls	10	9 Best	11
Errors	0 Best	0 Best	0 Best
Runtime	1m 4s Best	1m 13s	1m 41s
Tokens used	170,305	156,130	155,563 Best
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://[REDACTED:TENANT].assemblyai.com/[REDACTED:TENANT], complete the following task: Using the AssemblyAI Python SDK, build me a script that transcribes a sample...	# Task Using https://[REDACTED:TENANT].fireworks.ai, complete the following task: Using Fireworks AI, build me a script that extracts structured data from this invoice and return...	# Task Using https://developers.deepgram.com/[REDACTED:TENANT], complete the following task: Using the Deepgram Python SDK, build me a script that transcribes a sample audio file...
Generated files	1	1	1
Trace tool calls	10	9	11
Completed	10/19/2026	10/19/2026	10/19/2026
Stderr	None captured	None captured	None captured