REAL USER MODEL RANKING

Bacheca confronti reali: quale modello funziona meglio in quale workflow?

Non e una pagina di benchmark sintetici. Raccoglie cio che le persone percepiscono davvero in coding agent, supporto, traduzione, revisione, test di acquisto e lavori a lungo contesto.

Note reali

Coppie attive

Note pubbliche

Market sync snapshot

These entry pages are tied to a live public catalog, not static copy.

The goal is to make freshness visible to both search engines and visitors by anchoring high-intent hubs to the current market snapshot.

Last synced

Aug 10, 2026

Tracked providers

Public models

1,133

Official supplement entries

962

10-second input

Leave one real choice. No long review needed.

Pick a model pair you have tried or are deciding between, then tell the next visitor which side you would choose, for which workflow, and why.

OpenAI vs Anthropic / Claude

Compare OpenAI and Anthropic / Claude through a practical lens: ecosystem breadth, writing quality, product fit, and what to inspect before you test a real key.

No signup, no key storage; this only records model experience feedback.

Community compare pages should surface the newest model shifts before the comment stream

Comment-driven compare pages still need a fast route into the newest model names changing the conversation right now.

Latest radar

Claude Sonnet 4.6

Anthropic · Claude release signal

Global model routeClaudeInput price $3Context window 1M

Why it is worth opening now：Claude Sonnet 4.6 captures freshness-driven searches that already carry obvious intent, not…

See what people will compare next

Start with the release that changed the most, then decide whether the full latest-model pool needs a wider scan.

Latest radar

Gemini 3.1 Pro Preview

Google · Gemini release signal

Global model routeGeminiInput price $2Context window 1.0M

Why it is worth opening now：Gemini 3.1 Pro Preview captures freshness-driven searches that already carry obvious intent…

See what people will compare next

Latest radar

DeepSeek R1 0528

DeepSeek · R1 release signal

China model routeR1Input price $0.45Context window 164K

Why it is worth opening now：DeepSeek R1 0528 captures freshness-driven searches that already carry obvious intent, not…

See what people will compare next

Latest radar

Grok 4.20

xAI · Grok release signal

Global model routeGrokInput price $3Context window 2M

Why it is worth opening now：Grok 4.20 captures freshness-driven searches that already carry obvious intent, not just br…

See what people will compare next

Pilot traffic

Keep feeding the next sampling lane from strong intent pages

These pages are still in pilot. Use the nearby query intent to send a smaller but more qualified stream into the next sampling lane.

Provider onboarding probe

Use the provider probe page to sample onboarding readiness, inventory fit, and commercial launch signals.

Open pilot page

Start with the most common path first, then decide whether to widen the route.

Provider onboarding probe

Use the provider probe page to sample onboarding readiness, inventory fit, and commercial launch signals.

Open pilot page

Provider onboarding probe

Use the provider probe page to sample onboarding readiness, inventory fit, and commercial launch signals.

Open pilot page

Provider onboarding probe

Use the provider probe page to sample onboarding readiness, inventory fit, and commercial launch signals.

Open pilot page

Confronti modello che raccolgono segnali d'uso reali

Punteggio medio: 1-5

Trasforma i commenti di confronto nel prossimo passo reale

Una nota pubblica diventa utile solo quando il percorso successivo e vicino. Tieni confronti, modelli, provider, prezzi e controllo key a un solo passaggio di distanza.

Torna all'hub confronti

Apri altre coppie ad alta intenzione e restringi ancora di piu la scelta.

Apri la libreria modelli

Porta le preferenze dei commenti su prezzi, contesto e famiglie di modelli.

Apri la directory provider

Continua verso protocolli, struttura dell'offerta e percorsi di piattaforma.

Apri la rotta prezzi

Quando la scelta e ormai vicina all'acquisto, passa subito agli snapshot di prezzo.

Esegui il controllo key

Se hai gia una key reale, validala come ultimo passaggio.

In attesa delle prime note reali

Ogni pagina di confronto puo gia raccogliere feedback. I primi campioni diranno quali coppie meritano pagine SEO e casi d'uso piu profondi.

Apri e lascia una nota

Perche questo livello diventa difendibile

Benchmarks are easy to copy; lived workflow notes are not

Local-language users search specific pain, not only English benchmark names

Every note suggests the next page, pair, and model-library entry