MiniMax vs Perplexity: Token Pricing, Speed & Intelligence

Full comparison of MiniMax and Perplexity — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

MiniMax

MiniMax M3 — 1M context frontier model available on Together AI and Amazon Bedrock

MiniMax is a Chinese AI company offering the MiniMax M-series of large language models. MiniMax M3 is the latest generation, supporting a 1M token context window and designed for enterprise chat, long-document analysis, and agentic workflows. M3 is now available on Together AI and Amazon Bedrock, significantly expanding its global accessibility.

ChatLong-document analysisAgentic workflowsEnterprise AIAWS-native workloads

Proprietary models

Perplexity

Agent API, Router API, Search API, Embeddings API — Sonar deprecated Sept 27, 2026

Perplexity has restructured its API platform in 2026. Sonar Chat Completions is now the Agent API, which provides access to third-party models (OpenAI, Anthropic, Google, xAI, Z.AI, Moonshot AI, NVIDIA) at direct provider rates with no markup. The Router API routes requests across models with per-token billing. The Search API provides real-time web retrieval billed per request. The Embeddings API offers pplx-embed-v1 models. Sonar is deprecated September 27, 2026. Check docs.perplexity.ai/docs/getting-started/pricing for current rates.

ResearchReal-time dataFact-checkingNews summarisationAgentic researchRAG pipelinesMulti-provider routing

Proprietary models

Key metric comparison

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths and weaknesses

MiniMax

1M token context window on MiniMax M3

Available on Together AI and Amazon Bedrock

Competitive pricing for long-context workloads

Strong multilingual performance

Agentic workflow support

Smaller international developer community

Less third-party tooling than OpenAI

Perplexity

Agent API: access OpenAI, Anthropic, Google, xAI, Z.AI, Moonshot AI, NVIDIA at direct provider rates

Search API: real-time web retrieval with advanced filtering

Router API: intelligent model routing with per-token billing at model rates

Embeddings API: pplx-embed-v1 models for semantic search and RAG

Agent API tools: web_search, fetch_url, people_search, sandbox

Sonar Deep Research for multi-step research with citations

Sonar deprecated Sept 27, 2026 — migration required

Agent API is a pass-through — no proprietary frontier model at this tier

No vision or multimodal support on Sonar models

Key differentiators

MiniMax

MiniMax M3 combines a 1M token context window with broad availability (Together AI, Amazon Bedrock) — making it one of the most accessible long-context models for global enterprise customers.

Perplexity

An API platform combining real-time web search, multi-provider model routing (OpenAI, Anthropic, Google, xAI at direct rates), and purpose-built research tools under one key.

Frequently asked questions

MiniMax FAQs

What is MiniMax M3?

MiniMax M3 is MiniMax's latest frontier model, supporting a 1M token context window. It is designed for enterprise chat, long-document analysis, and agentic tasks with competitive pricing — available on Together AI and Amazon Bedrock. Check api.together.ai/models for current rates.

Where can I access MiniMax M3?

MiniMax M3 is available via the MiniMax API directly, through Together AI's inference platform, and on Amazon Bedrock — making it accessible without a separate MiniMax account for AWS and Together AI customers.

Is MiniMax available internationally?

Yes. The MiniMax API is accessible globally, and M3 is also available through Together AI and Amazon Bedrock for international customers who prefer not to create a direct MiniMax account.

Perplexity FAQs

What APIs does Perplexity offer in 2026?

Perplexity offers four APIs: Agent API (multi-step agentic tasks with third-party models at direct provider rates), Router API (intelligent model routing), Search API (real-time web retrieval, per-request billing), and Embeddings API (pplx-embed-v1 models). Check docs.perplexity.ai/docs/getting-started/pricing for current rates.

Is the original Sonar model still available?

No. The original Sonar Chat Completions API is deprecated as of September 27, 2026. It has been replaced by the Agent API. Migrate to the Agent API for continued access to search-augmented LLM capabilities.

What is the Perplexity Agent API?

The Agent API provides access to third-party models from OpenAI, Anthropic, Google, xAI, Z.AI, Moonshot AI, and NVIDIA at direct provider rates with no markup. It includes tools: web_search, fetch_url, people_search, and sandbox. Check docs.perplexity.ai for current tool rates.

Provider resources

MiniMax

Provider page

Website

Pricing Docs

Perplexity

Provider page

Website

Pricing Docs

MiniMax — MiniMax M3 — 1M context frontier model available on Together AI and Amazon Bedrock

MiniMax M3 combines a 1M token context window with broad availability (Together AI, Amazon Bedrock) — making it one of the most accessible long-context models for global enterprise customers.

Perplexity — Agent API, Router API, Search API, Embeddings API — Sonar deprecated Sept 27, 2026

An API platform combining real-time web search, multi-provider model routing (OpenAI, Anthropic, Google, xAI at direct rates), and purpose-built research tools under one key.

Key strengths compared

MiniMax

▸1M token context window on MiniMax M3
▸Available on Together AI and Amazon Bedrock
▸Competitive pricing for long-context workloads

Perplexity

▸Agent API: access OpenAI, Anthropic, Google, xAI, Z.AI, Moonshot AI, NVIDIA at direct provider rates
▸Search API: real-time web retrieval with advanced filtering
▸Router API: intelligent model routing with per-token billing at model rates

Provider category context

MiniMax is a frontier lab, founded in 2021. Perplexity is a inference api, founded in 2022. MiniMax as a frontier lab trains and serves its own proprietary models. Perplexity as an inference API provider hosts open-weight models — typically offering lower prices for equivalent capability tiers but without access to proprietary frontier models.

How to choose between them

Choose MiniMax if you need 1m token context window on minimax m3. Choose Perplexity if you need agent api: access openai, anthropic, google, xai, z.ai, moonshot ai, nvidia at direct provider rates. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.