Product / Pick rate

Know how often coding agents pick you.

DevTune gives Claude Code, Codex, OpenCode and Pi the requests a developer would type, then shows how often each one picks your tool against every competitor.

Overview

See your pick rate and its likely range at a glance, then each agent's rate on every framework beside the tools picked instead.

acme.dev · Agent Picks

Agents picked Acme in 13% of runs.

Pick rate

13%

likely 10–15%

Runs in this test

480

By framework

Framework	Claude Code	Codex	OpenCode	Pi	Picked instead
Next.js 16Next.js	13%	8%	4%	4%	ClerkBuilt its own
TanStack StartTanStack	21%	17%	13%	8%	Better AuthSupabase Auth
SvelteKitSvelteKit	13%	8%	8%	4%	Better AuthSupabase Auth
ExpressExpress	29%	29%	21%	17%	Auth0Passport
FastAPIFastAPI	13%	8%	8%	4%	Auth0Built its own

Matrix

Find where you win and where you lose. Each framework and request shows whether you lead, are level or which tool you lost to.

acme.dev · Agent Picks

OverviewMatrixHead-to-headCompetitors

AgentClaude CodeCodexOpenCodePi

Last tested Oct 4 · 480 runs

You win Express when developers ask for a recommendation, and lose every hosted-service request on Next.js.

Framework · pick rateFramework	Build itBuild	Recommend oneRecommend	Hosted serviceHosted
Next.js 16Next.js	13%lost toBuilt its own	13%lost toClerk	0%lost toClerk
TanStack StartTanStack	13%lost toBuilt its own	25%lost toBetter Auth	13%lost toSupabase Auth
SvelteKitSvelteKit	0%lost toBuilt its own	13%lost toBetter Auth	13%lost toSupabase Auth
ExpressExpress	0%lost toPassport	63%you lead	25%lost toAuth0
FastAPIFastAPI	0%lost toBuilt its own	13%lost toAuth0	13%lost toAuth0

Head-to-head

Compare your tool with one competitor, or with agents building their own, and count the scenarios you win, lose or level across every framework, request and agent.

acme.dev · Agent Picks

Compare Acme withAuth0Codex

Scenarios won

of 14 scenarios

Scenarios level

of 14 scenarios

Scenarios lost

of 14 scenarios

Neither was picked in 1 more scenario

Framework	Build itBuild	Recommend oneRecommend	Hosted serviceHosted
Next.js 16Next.js	13%Level vs 0%	13%Level vs 0%	0%Lost vs 38%
TanStack StartTanStack	13%Level vs 0%	25%Level vs 0%	13%Level vs 13%
SvelteKitSvelteKit	0%Neither vs 0%	13%Level vs 0%	13%Level vs 0%
ExpressExpress	0%Level vs 13%	63%Won vs 0%	25%Lost vs 75%
FastAPIFastAPI	0%Level vs 13%	13%Lost vs 63%	13%Lost vs 75%

Pick rate by test

Track your pick rate from test to test. Every point carries its likely range, so you can tell a real change from noise.

Make coding agents reach for you first.

Framework · pick rateFramework

Build itBuild

Recommend oneRecommend

Hosted serviceHosted

Next.js 16Next.js

13%

TanStack StartTanStack

13%

25%

13%

SvelteKitSvelteKit

13%

ExpressExpress

63%

25%

FastAPIFastAPI

13%

Framework

Build itBuild

Recommend oneRecommend

Hosted serviceHosted

Next.js 16Next.js

13%

TanStack StartTanStack

13%

25%

13%

SvelteKitSvelteKit

13%

ExpressExpress

63%

25%

FastAPIFastAPI

13%