Together AI

PASS consensus from 2 PASS, 1 PARTIAL.

The quickstart covers signup, key creation, SDK setup, and chat, but the required $5 credit purchase appears only on the credits page. One numbered path covers key creation, SDK install, and a runnable chat completion in Python, TypeScript, and cURL against MiniMaxAI/MiniMax-M3. One numbered sequence (create key, install SDK with pip together, run code) reaches a working chat completion in Python, TypeScript, and cURL against MiniMaxAI/MiniMax-M3.

PARTIAL consensus from 3 PARTIAL.

The docs retire plan tiers and describe dynamic factors, but one page promises limit headers on every request while another says successful responses omit them. The rate limits page explains the dynamic mechanism but states no numeric values, and it contradicts the billing page about whether rate-limit headers are returned on every request. The two pages that describe rate-limit reporting directly contradict each other: the billing page says every response carries headers, but the rate limits page says success responses have none.

PASS consensus from 3 PASS.

The rate-limit guide ties serverless 429s to exceeding a dynamic request or token rate and prescribes the reset interval, steadier traffic, and exponential backoff. The error codes table names the cause and the rate limits page gives the named error types, the retry header, exponential backoff, and the batch, provisioned, and dedicated alternatives. The error codes table names the cause, and the rate limits page gives the named subtypes, the x-ratelimit-reset retry header, exponential backoff guidance, and the fallback alternatives (batch inference, provisioned throughput, dedicated endpoints).

PASS consensus from 2 PASS, 1 PARTIAL.

Creation and bearer authentication are explicit, but standard project-key rotation or revocation has no step-by-step procedure. One page carries creation steps, the Authorization Bearer request form, expiration presets, revocation, and legacy key regeneration. The authentication page covers creation steps, the Authorization Bearer request form, expiration-date presets, immediate revocation, legacy-key regeneration, and best-practice rotation advice.

PASS consensus from 3 PASS.

The quickstart identifies the official Python package, installs it, and uses the same model and messages fields as its cURL REST example and API reference. The Python example in the API reference uses the same model, messages array, and Bearer key as the cURL sample on the same page, so the SDK and REST forms agree. The Python SDK example (from together import Together; client.chat.completions.create) uses the same model string, messages shape, and Bearer auth as the cURL variant on the same page, so the SDK and REST forms are consistent.