Verifiable AI inference, on an open network.

Run top open models like Kimi K2.7 Code and GLM 5.2 through OpenAI- and Anthropic-compatible endpoints, with cryptographic proof of exactly which model ran, via Proof of Logits. Private by default, with no separate fee for verification.

Pay per token · Plans from $1/mo

134B+
tokens served
13B+
peak single day
7.6B/day
latest-week average
126K+
registered users & teams

Figures as of June 2026.

Verified Inference

Proof of Logits

A cryptographic protocol that proves a specific model produced a specific output, without trusting the provider. Every call is independently verifiable.

Model: GLM 5.2
"The"
12.4
2.1
Verified
"quick"
15.2
8.4
"brown"
18.7
4.2
Price-Performance

Frontier class coding.
A fraction of the price.

On coding tasks, GLM 5.2 competes with the top closed models, and costs far less to run.

ModelSWE-benchCost /1M
GLM 5.2 (Ambient)62.1%$4.40
Kimi K2.7 Code (Ambient)*$3.49
Claude Opus 4.869.2%$25.00
GPT-5.558.6%$30.00

* No SWE-bench Pro score: 62.0 on Kimi Code Bench v2 (GPT-5.5 69.0, Opus 4.8 67.4). SWE-bench Pro via llm-stats / morphllm, June 2026.

One network, many ways in.

Developers

Point your OpenAI or Anthropic SDK at Ambient and get verified inference in minutes, no rewrite required.

Get API key

Individuals

Chat with verified open models in your browser or our native desktop app.

View plans

Enterprise

Dedicated capacity, zero data retention, and verifiable compliance, with no annual lock-in.

Talk to sales

Miners

Put your GPUs to work. Serve verified inference on the network and earn.

Run a node

Ready to build with Ambient?

Start with the API, pick a plan, or register GPUs for the network.

Machine intelligence as currency.