Technical Architecture

Engineered for mechanical sympathy.

Every microsecond in an agent execution loop matters. We built Axiom from bare-metal kernels up to maximize parallel inference throughput.

Bare-Metal H100 Kernels

Custom FlashAttention-3 and FP8 tensor pipelining yield 420+ tokens/sec on 70B parameter models with sub-8ms time-to-first-token.

Deterministic Tool Isolation

WebAssembly micro-containers execute Python, SQL, and HTTP tool calls with sub-millisecond cold starts and strict memory limits.

Decoupled KV Caching

System prompts and long documentation contexts stay warm in distributed NVMe cache, cutting prefill compute costs by up to 88%.

A glowing data center server rack row
Production Telemetry

Benchmarked against real enterprise workloads.

Streaming fraud detection, automated code reviews, and high-frequency document triage require predictable latencies that standard API endpoints fail to sustain.

4.2BDaily Tokens Routed
11.8msP99 Edge Latency
100%Zero-Retention Verified
Compute Plans

Simple, transparent compute pricing.

Scale effortlessly from self-serve developer tokens to multi-region dedicated clusters.

DEVELOPER
$0/ forever

For side projects, local debugging, and agent testing.

  • ✓100,000 tokens / day free
  • ✓Up to 5 concurrent agents
  • ✓Community Discord support
RECOMMENDED
PRODUCTION
$49/ month

For startups and production applications with live user traffic.

  • ✓10,000,000 tokens included
  • ✓Unlimited concurrent agents
  • ✓Sub-12ms p99 guaranteed SLA
ENTERPRISE
Custom

For high-throughput teams requiring isolated VPC and SOC2 audits.

  • ✓Dedicated H100 cluster hardware
  • ✓Self-hosted VPC deployment
  • ✓99.995% uptime contract SLA
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