Cheapest AI API: Provider Comparison 2026

AI API pricing depends on three factors: the model (size, quality), infrastructure (data centers vs. decentralized network), and the provider's business model (margin, subscriptions, free tiers).

Centralized providers — OpenAI, Anthropic, Google — maintain high prices. Their models (GPT-5.5, Claude Opus 4.8, Gemini 3.1 Pro) operate in their own data centers with huge operational expenses: rent, electricity, cooling, staff. The price per 1M tokens varies from $1.50 (Gemini 3.5 Flash) to $30 (GPT-5.5 output). These costs are passed on to users.

Open-source hosting providers — Together AI, Groq, Fireworks — offer open models (DeepSeek, Llama, Qwen) cheaper because they do not pay for model development. Typical price: $0.20 – $2.00/1M tokens. This is significantly cheaper, but still a centralized infrastructure with high overhead costs.

Decentralized networks — Gonka, Akash, io.net — operate fundamentally differently. Computing power is provided by independent hosts (miners) who receive tokens for their work. No data centers, no corporate expenses. The Gonka network uses Proof of Useful Work — every computation simultaneously processes a real AI request and secures the blockchain. The result: $0.0032/1M tokens — hundreds of times cheaper than OpenAI.

For developers and companies, this means a fundamentally different economy. A project that spent $10,000/month on OpenAI API gets the same volume of inference for a few dollars. Automation, chatbots, RAG pipelines, AI assistants — all of this becomes accessible even for small teams without an AI budget.

Below is the current pricing table for August 2026. We included all major AI API providers: from the largest (OpenAI, Anthropic, Google) to open-source hosters (Together AI, Groq) and decentralized solutions (JoinGonka Gateway). Prices are for 1M tokens.

The same models, different price. Kimi K2.6, MiniMax M2.7, and DeepSeek V4 Flash are exactly the same models provided by JoinGonka. Through OpenRouter, that same Kimi K2.6 costs $0.56/1M for input—hundreds of times more expensive than the JoinGonka input price ($0.0032/1M). The difference is not in the model, but in the infrastructure: OpenRouter buys inference from commercial hosters, while JoinGonka sources it directly from a decentralized network.

What the table shows: the price spread is colossal—from $0.0032/1M for the cheapest (JoinGonka Gateway) to $30/1M for the most expensive (GPT-5.5 output). Even among centralized providers, the difference is huge: Gemini 3.7 Flash is several times cheaper than the flagship OpenAI and Anthropic output.

A note on quality: GPT-5.5 and Claude Opus 4.8 are frontier models with top benchmarks. Kimi K2.6 is a powerful open-source model that delivers performance on par with GPT-5.5 and Claude Sonnet 4.6 for many tasks: coding, text analysis, content generation, and agentic workflows. For 90% of tasks (chatbots, automation, RAG, summarization), the difference in quality is unnoticeable, while the price difference is thousands of times.

Hidden costs: some providers charge different prices for input and output tokens. OpenAI charges $5.00 for input and $30.00/1M for output. Anthropic: $5.00 input and $25.00 output. For JoinGonka Gateway, both rates are fractions of a cent: input $0.0032/1M, output $0.0097/1M. The output is more expensive than the input (as is the case with almost all providers), but it is hundreds of times cheaper than OpenAI and Anthropic.

Usually, comparing AI API prices is complicated by differences in models: every provider has their own flagship, and "cheaper" often means "weaker". With DeepSeek V4 Flash, this caveat doesn't apply—in August 2026, it was added to the Gonka network via governance proposal #94, and now the same model is sold both by its developer and by the decentralized network. The weights are identical (an open MoE model with 284B parameters, ~13B active, MIT license), the context is 380K tokens, and the API is OpenAI-compatible in both cases. Only the infrastructure—and the price—differs.

What this means for your bill. One million input tokens at DeepSeek costs $0.08, and with us, it costs $0.0032. At a volume of 100M tokens per month (a standard load for an agent reading documentation and a codebase), the difference is $8 versus 32 cents—with the same quality of answers, because the model is literally the same.

How to switch. No need to change code: same base_url, same key, in the model field use deepseek-ai/DeepSeek-V4-Flash-0731. For clients like Claude Code and Cline, there is an installer: npx @joingonka/setup --model deepseek. A detailed breakdown of the model—characteristics, benchmarks, and comparisons with Kimi K2.6 and MiniMax M2.7—can be found in the article DeepSeek V4 Flash in the Gonka network.

JoinGonka Gateway is not just another hosting service for AI models. It is a gateway to the decentralized Gonka network, and it is the network architecture that explains the record-low prices.

No data centers: Gonka Network is over 4,000 GPUs (H100, H200, A100, RTX 4090) provided by independent hosts around the world. Hosts earn GNK tokens for performing AI computations. No data center rent, no corporate overhead, no brand markup.

Proof of Useful Work: unlike Bitcoin (where mining wastes energy), every computation in Gonka is a real AI inference. Miners receive GNK for processing your requests. This is a zero-waste economy: 100% of the computing power goes to useful work.

0% fee when paying with GNK: if you top up your JoinGonka Gateway balance with GNK tokens, the platform fee is 0%. You pay only the base cost of inference on the network. When paying with USDT, the fee is 5%—a charge for conversion and convenience.

The same model—19–240 times cheaper: Gonka's open models (MiniMax-M2.7, Kimi-K2.6, DeepSeek V4 Flash) are also available on standard inference platforms. On OpenRouter, the same MiniMax-M2.7 costs $0.30/1M input and $1.20/1M output, Kimi-K2.6 costs $0.56/$2.36, and DeepSeek V4 Flash 0731 directly from DeepSeek costs $0.08/$0.18. JoinGonka Gateway charges ~$0.0032/1M input and ~$0.0097/1M output—hundreds of times cheaper for the exact same model weights. A detailed breakdown is available in the article JoinGonka Gateway: Full Overview.

Two API formats: JoinGonka supports both OpenAI (/v1/chat/completions) and Anthropic (/v1/messages) formats. This means that any tool—Cursor, Claude Code, LangChain, n8n—works without modifications.

Connecting to the cheapest AI API takes 2 minutes:

1. Registration: open gate.joingonka.ai and create an account. Email + password—standard form, no cryptocurrency or wallets required.
2. Free tokens: upon registration, you receive 10,000,000 free tokens. This is enough for thousands of requests—plenty to test the API in your project.
3. Creating an API key: in the Dashboard, go to API Keys → Create Key. The key starts with jg-. It is displayed only once—make sure to save it.
4. Connection: replace the base_url in your application with https://gate.joingonka.ai/v1. For the Anthropic format: ANTHROPIC_BASE_URL=https://gate.joingonka.ai.

Connection examples for popular tools:

• Cursor — switch the provider in settings in 30 seconds
• Claude Code — two environment variables: ANTHROPIC_BASE_URL and ANTHROPIC_API_KEY
• Continue.dev — config in config.json
• LangChain — replace base_url in ChatOpenAI()
• n8n — Custom Base URL in credentials

Detailed instructions with code examples (curl, Python, TypeScript) can be found in the API Quickstart.

Dashboard: after registration, you get a full control panel—balance, request history, daily usage, API keys, referral link. Everything is transparent and under your control.