Mingo vs OpenAI API
Use the same OpenAI SDK and the same wire format — point it at Mingo, ship faster. No card to start, no monthly minimum.
| Feature | OpenAI | Mingo | What it means |
|---|---|---|---|
| Authentication | OpenAI API key | API key (Bearer) | Same SDK, change base_url |
| Models | GPT-4o, GPT-4.1, o4-mini | Kimi-K2.6, Qwen3-235B | Open-weight, comparable for coding/tool-use |
| Input pricing (1M tok) | $2.50 – $5.00 | $0.30 | ~8–16× cheaper |
| Output pricing (1M tok) | $10.00 – $20.00 | $0.30 | ~30–60× cheaper |
| Payment | Credit card (KYC) | Card (Stripe) or USDT / USDC | Crypto without KYC for the free tier |
| Function calling | Native | Native (Kimi) + Hermes-emulated (Qwen) | OpenAI-format output either way |
| Streaming | SSE | SSE | Identical wire format |
| Vision / TTS / Embeddings | Yes | Coming soon | — |
| Tracing | x-request-id | X-Request-Id + X-Devshard-ID | Two ids for upstream debugging |
| Region restrictions | Some countries blocked | Open, decentralized | Works where Stripe doesn't |
Migrate in 60 seconds
# before
client = OpenAI(api_key=OPENAI_API_KEY)
client.chat.completions.create(model="gpt-4o", ...)
# after
client = OpenAI(
base_url="https://mingo.mingles.ai/v1",
api_key=MINGO_API_KEY,
)
client.chat.completions.create(model="moonshotai/Kimi-K2.6", ...)FAQ
▸Will my OpenAI Python / Node code still work?
Yes — point the official openai SDK at https://mingo.mingles.ai/v1 and pass your Mingo API key. Tools, streaming and tool_choice all behave identically.
▸Why is Mingo so much cheaper?
We curate three frontier open-weight models and price them ~30 % below the public-API median. No middle-man fee, no rented GPT margin.
▸Is the quality comparable for coding agents?
Kimi-K2.6 and Qwen3-235B match or exceed GPT-4-class models on most public coding benchmarks (HumanEval, SWE-bench Verified subset). Run your own evals on /agents.