Ask once. Compare GPT, Claude, Gemini, and more side by side, in real time.
Batch 57 evidence contribution · owner: home
All AI Ask helps visitors browse models, compare evidence, run one prompt, estimate workload cost, or integrate a unified API. The home page routes each goal to its canonical surface rather than answering downstream questions itself. Verified 2026-09-02; current coverage, account boundaries, privacy terms, and route-specific evidence can change.
Verification identity: Luna / Continuous SEO Builder Batch 57 · verifiedAt 2026-09-02 · exact route owner home. Qualitative demand is search-result evidence only; exact monthly volume is unavailable.
Scope: Owns category orientation and the boundary between browse, compare, task, cost, run, and integration surfaces.
Deterministic formula/rule: destination = first matching visitor goal; home provides routing context, not the downstream verdict
Evidence owner: All AI Ask model registry · verified 2026-09-02. Missing or conflicting joins fail closed.
| Frozen scenario | Request / response / model / provider / host / surface / realm / account / artifact / claim / rate / event / prompt / config / usage fields | Bounded result |
|---|---|---|
batch57-home-m1-r1browse all models | Inputs: visitor asks for the complete current model roster Joined fields: question class, current registry snapshot, provider rows, route state, verification date Verification: observed values are accepted only from the named source; assumptions remain labeled. | ROUTE — canonical model hub Route to `/models`; home supplies orientation and does not reproduce the roster verdict. |
batch57-home-m1-r2compare an exact pair | Inputs: visitor names two models and requests a side-by-side decision Joined fields: pair IDs, comparison slug, evidence scope, host/surface, prompt or benchmark requirement Verification: observed values are accepted only from the named source; assumptions remain labeled. | ROUTE — pair owner Route to the exact comparison owner; home does not publish a pair winner. |
batch57-home-m1-r3choose for a task | Inputs: visitor describes a workload or task category Joined fields: task slug, required modality/control, evidence threshold, current task registry Verification: observed values are accepted only from the named source; assumptions remain labeled. | ROUTE — task owner Route to the task owner; do not infer a recommendation from the home page category copy. |
batch57-home-m1-r4estimate workload cost | Inputs: visitor supplies workload volume and token assumptions Joined fields: input/output/cache tokens, model/rate period, currency, retry assumption, calculator slug Verification: observed values are accepted only from the named source; assumptions remain labeled. | ROUTE — calculator owner Route to a calculator; home does not calculate arbitrary spend. |
batch57-home-m1-r5run one prompt | Inputs: visitor wants an immediate same-prompt execution Joined fields: prompt privacy class, selected models, guest/account state, response artifact, policy link Verification: observed values are accepted only from the named source; assumptions remain labeled. | ROUTE — try surface Route to `/try`; account and privacy requirements remain visible before execution. |
batch57-home-m1-r6API integration | Inputs: developer wants programmatic multi-model access Joined fields: API version, auth requirement, request/response contract, model roster, usage/error semantics Verification: observed values are accepted only from the named source; assumptions remain labeled. | ROUTE — API docs Route to `/api-docs`; direct-provider details remain with their provider owners. |
Scope: Owns a dated conservative snapshot for OpenAI, Anthropic, Google, xAI, DeepSeek, and open-model providers; registry rows do not imply every model is routable.
Deterministic formula/rule: coverage = registry rows with current source and route state; draft or missing source => draft/unavailable
Evidence owner: All AI Ask model registry · verified 2026-09-02. Missing or conflicting joins fail closed.
| Frozen scenario | Request / response / model / provider / host / surface / realm / account / artifact / claim / rate / event / prompt / config / usage fields | Bounded result |
|---|---|---|
batch57-home-m2-r1OpenAI cohort | Inputs: coverage check for the OpenAI registry slice Joined fields: provider key, current registry rows, source URLs, route state, newest verifiedAt Verification: observed values are accepted only from the named source; assumptions remain labeled. | BOUNDED — registry coverage Show only rows admitted by the registry; no claim is made for unlisted or unroutable models. |
batch57-home-m2-r2Anthropic cohort | Inputs: coverage check for the Anthropic registry slice Joined fields: provider key, model IDs, source dates, route state, current/draft flag Verification: observed values are accepted only from the named source; assumptions remain labeled. | BOUNDED — registry coverage Show the dated registry cohort and hand off exact facts to model/provider owners. |
batch57-home-m2-r3Google cohort | Inputs: coverage check for the Google registry slice Joined fields: provider key, endpoint/realm, source date, route state, current model rows Verification: observed values are accepted only from the named source; assumptions remain labeled. | CONDITIONAL — surface scope Keep surface and realm explicit; provider presence does not establish every surface is routable. |
batch57-home-m2-r4xAI cohort | Inputs: coverage check for the xAI registry slice Joined fields: provider key, exact model/host, source URL, lifecycle state, verification date Verification: observed values are accepted only from the named source; assumptions remain labeled. | BOUNDED — exact identity Render only source-backed current rows; aliases and third-party availability remain separate. |
batch57-home-m2-r5DeepSeek cohort | Inputs: coverage check for the DeepSeek registry slice Joined fields: provider key, exact IDs, pricing/model source, current state, verification date Verification: observed values are accepted only from the named source; assumptions remain labeled. | BOUNDED — registry coverage Show registry coverage without importing event pricing or arbitrary workload economics. |
batch57-home-m2-r6open-model-provider cohort | Inputs: coverage check across hosted or open-model provider rows Joined fields: provider/host identity, artifact or endpoint, source date, current route state Verification: observed values are accepted only from the named source; assumptions remain labeled. | CONDITIONAL — host identity Separate provider-hosted availability from weights or other hosts; unresolved identity is Unavailable. |
Scope: Owns account class, data path, policy link, expected artifact, and available/conditional/blocked state without inferring retention or training behavior.
Deterministic formula/rule: access = surface + account class + policy scope + artifact requirement; undocumented policy => conditional
Evidence owner: All AI Ask privacy policy · verified 2026-09-02. Missing or conflicting joins fail closed.
| Frozen scenario | Request / response / model / provider / host / surface / realm / account / artifact / claim / rate / event / prompt / config / usage fields | Bounded result |
|---|---|---|
batch57-home-m3-r1anonymous research | Inputs: visitor is browsing without an account or execution request Joined fields: account class=anonymous, data path=public HTML, policy link, expected artifact=none Verification: observed values are accepted only from the named source; assumptions remain labeled. | AVAILABLE — public research Allow public research and route to canonical public pages; no private result/history is emitted. |
batch57-home-m3-r2guest try | Inputs: visitor requests a temporary guest comparison Joined fields: guest session class, prompt privacy warning, selected models, response receipt, retention policy link Verification: observed values are accepted only from the named source; assumptions remain labeled. | CONDITIONAL — guest limits Allow only within the documented guest boundary; account-required models remain conditional. |
batch57-home-m3-r3signed-in history | Inputs: signed-in user asks about private saved history Joined fields: principal/account class, authenticated route, history artifact, access boundary, noindex state Verification: observed values are accepted only from the named source; assumptions remain labeled. | BLOCKED — private account route Keep private history out of indexable HTML and route through the account surface. |
batch57-home-m3-r4API-key integration | Inputs: developer uses an API key for a programmatic request Joined fields: key scope, server-side data path, API version, request ID, response/usage receipt Verification: observed values are accepted only from the named source; assumptions remain labeled. | AVAILABLE — API contract Use the documented API contract; never expose credentials or private responses in the public page. |
batch57-home-m3-r5sensitive prompt | Inputs: prompt may contain confidential or personal information Joined fields: privacy class, provider list, data path, retention/training policy link, consent state Verification: observed values are accepted only from the named source; assumptions remain labeled. | CONDITIONAL — privacy review Warn and require policy review; do not infer a stronger privacy guarantee than the published terms. |
batch57-home-m3-r6unsupported model | Inputs: selected model is not in the current routable registry Joined fields: requested ID, registry status, provider/host, fallback availability, source date Verification: observed values are accepted only from the named source; assumptions remain labeled. | UNAVAILABLE — model not admitted Do not execute or substitute silently; show Unavailable and link to the current registry. |
Primary sources: All AI Ask model registry · All AI Ask privacy policy
Contextual reading: Browse all models · Compare exact models · Choose for a task · Estimate API cost · Read API docs
Owner-attributed next step: run a matched comparison at /try?source=batch57-home. Historical and unavailable states remain visible until their exact source joins resolve.
Getting started
Three steps. Zero friction.
Select multiple models from different providers simultaneously.
Ask your question once and see it answered by every model at the same time.
Analyze performance, quality, and speed side-by-side.
Features
Everything you need, nothing you don't.
Answers arrive as they're generated. Every model, in parallel.
Pay for exactly what you use. No hidden fees, no token bundles.
OpenAI, Anthropic, Google, DeepSeek, and Meta through a single API.
Evaluate outputs in a structured layout designed for objective comparison.
Score outputs objectively using higher-tier models as evaluators.
Every prompt and response is indexed. Search, filter, and revisit any session.
Use cases
From prototyping to production.
Route requests to specific models based on cost, speed, or accuracy requirements in real time.
Generate diverse datasets for training and validation by blending the reasoning strengths of multiple architectures.
Use higher-tier models as judges to score and refine outputs from faster, cost-effective models at scale.
Pricing
One plan. No surprises.
Everything you need to compare, judge, and build with every major AI model.
| Model Name | Provider | Billed Input / 100K (Credits) | Billed Output / 100K (Credits) | Average Query Cost (Credits)* |
|---|---|---|---|---|
| gpt-5.4 | OpenAI | 750 | 2,250 | 18 |
| claude-opus-4.6 | Anthropic | 2,250 | 11,250 | 78 |
| gemini-3.1-pro | 180 | 750 | 5 | |
| deepseek-v3 | DeepSeek | 21 | 42 | 0.4 |
| llama-4-scout (OSS) | Meta (Groq) | 17 | 51 | 0.4 |
Security
Your data stays yours. Full stop.
Your prompts and outputs are never used to train any foundation model. We use API-only integrations with all providers.
Enable per-account prompt redaction. When active, your prompt text is never persisted to disk (only a redacted placeholder is stored).
Every account is verified via email OTP. Sessions use short-lived JWT access tokens with separate refresh tokens for secure rotation.
We support the latest and most capable models from all leading platforms, including OpenAI, Anthropic, Google, Meta, and DeepSeek. Our system is designed to integrate new models within hours of their public release.
Each plan comes with a set amount of monthly credits. Credits are consumed based on the token usage of the models you interact with. We bill in micro-credits to ensure you only pay for what you actually use.
Credits map directly to raw token consumption. For example, $10 of credits corresponds to roughly 1 million input tokens of gpt-5.6-sol, or up to 60 million input tokens on our open-source models. View the Benchmarks section for detailed conversion rates.
Yes — new accounts get a 7-day Pro trial with full API key access and model availability, plus starting usage credits. Try all models for 7 days, then continue on the Builder plan at $20/month.
Absolutely. You can manage your subscription through our billing portal and cancel at any time. Your credits remain active until the end of your billing cycle.